Price versus Quality Competition: In Search for Schumpeterian Evolution Mechanisms

Size: px
Start display at page:

Download "Price versus Quality Competition: In Search for Schumpeterian Evolution Mechanisms"

Transcription

1 Price versus Quality Competition: In Search for Schumpeterian Evolution Mechanisms Authors Agnieszka Lipieta Department of Mathematics Cracow University of Economics Rakowicka 27, Cracow, Poland Andrzej Malawski Department of Mathematics Cracow University of Economics Rakowicka 27, Cracow, Poland Abstract The paper extends the research program of modeling the Schumpeterian vision of innovative development in the Arrow Debreu theory of general equilibrium. The core of this set up is based on modeling the two fundamental forms of economic life distinguished by Schumpeter, namely the circular flow and economic development by specific extensions of the production system being part of the Debreu private ownership economy, so that the analysis includes static as well as dynamic forms. In this context the paper aims at studying the mechanisms of Schumpeterian evolution in the conceptual apparatus of the modern theory of economic mechanisms. To this purpose two kinds of mechanisms of Schumpeterian innovative evolution are studied. First, price mechanisms corresponding to the circular flow, and second, qualitative mechanisms based on innovations.

2 Key Words: Schumpeterian evolution, mechanism, designing mechanism, Debreu economy 1. Introduction The social sciences aim, in contrast to natural ones, at explanation of phenomena and processes under study not by subsuming them under a causal law, but by discovering the rules or mechanisms which guide them, render meaningful, and deliver a deeper insight into their intrinsic logic. In this context, Schumpeter (1912), (1939), (1950) studied the mechanisms of economic evolution based on the processes of innovations and governed by the principle of creative destruction. It is presently 100 years since Schumpeter (1912) published his book Die Theorie der wirtschaftlichen Entwicklung which came out late in This book presented his theory of economic evolution as driven by innovative entrepreneurs. Thus, it is justified in considering Schumpeter as the initiator of an evolutionary economic program which has recently enjoyed a remarkable revival not only in economic theorizing but also in real economic life worldwide. Indeed the Innovative Economy Operational Programme , approved by the decision of the European Commission of 1 st October 2007 and by the resolution of the Council of Ministers of 30 th October 2007 can serve as an example. This program aims at supporting innovativeness in its broad sense and is directed mostly to all entrepreneurs who want to implement innovative projects connected with research and development, modern technologies, and investments of high importance for the economy. Let us recall that Schumpeter distinguished two fundamental forms of economic life, namely the circular flow and economic development. Specifically, within the circular flow economic life goes smoothly along the beaten tracks keeping the governing rules unchanged year after year. Indeed, Schumpeter wrote (1961, p. 108): In the circular flow, from which we always start, the same products are produced every year in the same way. For every supply there waits somewhere in the economic system a corresponding demand, for every demand the corresponding supply. All goods are dealt in at determined prices with only insignificant oscillations, so that every unit of money may be considered as going the same way in every period.... There is no market for the bearers of the original productive services themselves,..., and there is also no price for them within the normal circular flow. Consequently, the process reminds us (cf. ibid., p. 61) of the blood circulation in a living organism and can be interpreted as the stagnation of economic life. On the other hand, economic life goes beyond these narrow patterns of continuous evolution taking development as described by Schumpeter (ibid., p. 64): Development in our sense is a

3 distinct phenomenon, entirely foreign to what may be observed in the circular flow or in the tendency towards equilibrium. It is spontaneous and discontinuous change in the channels of the flow, disturbance of equilibrium, which forever alters and displaces the equilibrium state previously existing. The driving force and the key to the understanding of the phenomenon of economic development is the creative destruction principle. This principle can be interpreted as the synthesis of two opposing tendencies present in economic development: creative innovations and the elimination of existing, products and organizational structures and their replacement by new ones. Indeed, Schumpeter (1950, pp. 82 3) wrote: The fundamental impulse that acts and keeps the capitalistic engine in motion comes from the new consumers goods, the new methods of production, the new forms of industrial organization that capitalist enterprise creates.... The opening up of new markets, foreign or domestic, and the organizational development... illustrate the same process of industrial mutation if I may use that biological term that revolutionizes the economic structure from within, incessantly destroying the old one, incessantly creating a new one. Economic development so understood is dynamic and discontinuous, it continuously destroys the existing old economic structures, substituting for them new structures. It has to be remembered, though, that while the fundamental force explaining the rules of circular flow are consumers needs and preferences, economic development is initiated by producers who become innovators and entrepreneurs (cf. Schumpeter 1961, p.65). However, the relationship between these two forms of economic life has not been explained by Schumpeter in a satisfactory way. This transition from the circular flow to economic development can be characterized as follows (Hanusch and Pyka, 2007, p. 23): It is no longer price competition only, but following his ideas of development, quality competition, driven by innovations and imitations of economic actors, takes over the leading role. In other words, profit opportunities are signaled not exclusively by market prices but also by creativity and daringness of entrepreneurial actors which change the relative scarcity in an economic system. Moreover, studying the relationship between the circular flow and economic development Day (2007) emphasizes that the coordination mechanisms of transactions between agents, within the forms of economic life studied above, are dramatically different. In the former it is based on a Bidding Negotiation Bargaining (BNB) process (ibid, p. 748), which results in competitive equilibrium prices. But, in the latter, this mechanism is replaced by (ibid) a Inventory Order Backlog Price Adjustment (IOPA) procedures to assume bounded rationality of economic agents instead of perfect rationality under the BNB terms. Actually, it is the role of

4 entrepreneurs innovators to drive the development of human creative intelligence, which Day distinguishes from rationality. The more detailed analysis of evolutionary mechanism in Schumpeter s writings has been elaborated by Andersen (2009). He emphasizes that Schumpeter used the expression the capitalist engine as a rhetorical device and pedagogical metaphor to influence the reader s imagination. However, Andersen suggests that it seems to be a strange engine of evolution. Indeed, he writes (ibid, p. 147): The fuel of this internal-combustion engine is provided by Schumpeterian entrepreneurs. Their innovations locate the ignition of the process (Cycles, 102; Cycles Abr., 76), and this process includes responses in the form of imitation, adaptation, and destruction. The result of the working of the capitalist engine is economic evolution. In other words, Andersen (ibid, p.149) identifies two opposing evolutionary mechanisms. First, the mechanism of innovations which moves the economic system from a stationary state to its maximally disequilibrated state. Second, the mechanism of adaptation to move the system back to a new stationary state, where previous innovations have been absorbed in an equilibrated system of economic routines. However, the structure mechanism of innovations turns out to be more complex, and at least two versions of the capitalist engine can be distinguished, labeled after Freeman (1982) as Mark I and Mark II. The first is based on establishment of new firms by innovative entrepreneurs. In this linear model exogenous innovations are then diffused into economic life. Contrary to this, Mark II assumes the innovative activity of incumbent firms in their oligopolistic competition that focuses on new products, new technologies and new organizations, which leads exogenously to increased market concentration. A more rigorous analysis of the problem of Schumpeterian evolution mechanisms has been elaborated within the theory of endogenous economic growth (see: Aghion and Howitt, 1992, 1998). However, this approach, as Foster (2011) suggests, is, at best, tenuously connected with Schumpeter himself, and the neo Schumpeterian paradigm originated in Nelson and Winter (1982). This analysis of Schumpeterian evolution mechanisms, presented above, suggests that the mechanisms under study can be classified into two categories: price mechanisms corresponding to circular flow and qualitative mechanisms based on innovations. However, our general, more rigorous setting implies that it is difficult to preserve this dichotomy and a variety of economic mechanisms should be taken into account. The main premise in this context is based on our viewpoint that the consequences of innovative changes contribute to more diversified results. Specifically, this variety of qualitative mechanisms concern the agents whose position get better

5 off. Thus we can distinguish qualitative mechanism with respect to the given set of agents, for example the set of innovators or all producers. Now, it is worth including the research trend presented above in the formal modeling of the Schumpeterian vision of innovative development in the Arrow Debreu theory of general equilibrium (cf. Malawski 2004, 2005, 2008; Malawski, Woerter 2006; Ciałowicz, Malawski 2010, 2011) so that it would embrace studies on mechanisms of economic evolution. To justify this setting it should be recalled that Schumpeter s work was strongly inspired by Walrasian thinking (cf. Hodgson 1993, Anderson 2008), which has been neglected in the current literature. Needless to say, Walrasian equilibria are now being studied within the mathematical framework of the Arrow Debreu general equilibrium theory and its extensions (cf. Magill, Quinzii 2002, Duffie 1988). In this approach a Debreu (1959) private ownership economy has been presented in the form of a relational system which consists of interrelated subsystems of production and consumption operating on a commodity price space of. In our setting producers activity is still independent of choices made by consumers, despite their shares in producers profits. Consequently, the behavior of producers can be reduced to the selection of a production plan maximizing profit under a given price vector, which means that issues corresponding with firms management do not go beyond profit calculating. The core of this set up is based on modeling of the two fundamental forms of economic life distinguished by Schumpeter (1912), namely the circular flow and economic development by specific extensions of the production system being part of the Debreu private ownership economy, so that the analysis considers static as well as dynamic forms. Specifically, cumulative and innovative extensions correspond to the circular flow and economic development, respectively. This research program will be now extended in a new direction heretofore neglected. Namely, the paper aims at studying the mechanisms of Schumpeterian evolution in the conceptual apparatus of the modern theory of economic mechanisms designing (cf. Hurwicz, Reiter 2006), where the central category of economic mechanism is understood as a mathematical structure that models institutions through which economic activity is guided and coordinated (ibid). More formally, the mechanism is represented by a message space, containing messages available to communications within agents, a message correspondence, which associates with each element of the given environment a set of messages and an outcome function (see def. 3.1 below). Specifically two kinds of mechanisms will be distinguished. First, the mechanism in which prices of commodities are elements (not necessarily unique) of the message space and they influence the set of outcomes, called the price mechanism. Second, if in the mechanism at least one agent from the given set will be better off due to a given criterion, without making the rest of agents from this

6 set worse off, then the mechanism will be called the qualitative mechanism with respect to the given set. In this context some mechanisms are constructed, which correspond to the production system as well as to cumulative and innovative extensions of the production system being the part of Debreu economy. The criteria in question can be assumed as profit maximization. It allows us to discuss, in some particular cases, the way of creating the innovative and non innovative activity in production sphere. Summing up, the current neo Schumpeterian studies suggest that the Schumpeterian innovative evolution is governed by two different kinds of mechanisms. First, quantitative, price mechanism to determine the prices and quantities of goods in the state of Walrasian equilibrium corresponding to the circular flow, and, second, qualitative mechanisms typical for economic development explaining innovations. In this context the paper is aimed at verifying this hypothesis within the rigorous analysis of the Schumpeterian evolution based on a dynamical version of the Arrow Debreu model as well as Hurwicz's theory of economic mechanisms designing. In connection with the above, the paper is organized as follows. In the next section the basic model of the production system in the form of a relation system is presented. The third section includes the analysis of mechanisms corresponding to cumulative and innovative extensions of a production system. 2. The Model The Debreu private ownership economy (Debreu 1959) can be studied in the form of a multi range relational system (see: Malawski 2005; Malawski, Woerter 2006; Lipieta 2010; Ciałowicz, Malawski 2011) that consists of the combination of the production and the consumption systems. In this paper our study will be reduced to the production system as a component of the Debreu economy. The linear space with the standard scalar product, is interpreted as the dimensional space of commodities and prices. Let. Suppose that two groups of agents: producers and consumers operate in. The producers try to maximize their profits and the consumers tend to maximize their utilities on the budget sets. If there exists a price vector, such that both of them manage to realize their tasks at the price system and

7 the total supply equals the total demand, then, consequently, such vector p is called the equilibrium price vector. Now we precisely define production system. Let be a finite set of producers, be the correspondence of production sets, which to every producer assigns a nonempty production set be a price vector. of the producer s feasible production plans, Now, the model of a production sphere of an economy will be constructed in the two steps. First, a quasi production system will be defined, where the aims of producers are not specified. Thus the quasi type model can serve as the tool of modeling supply side of an economy to function under both perfect and bounded rationality paradigms. Second, a quasi production system will be expended to production one by adding some characteristics which define the goals of producers. Specifically, in our set up they will be coherent with the perfect rationality framework. Definition The two range relational system, is called the quasi production system. The set of all quasi production systems will be denoted by. Definition 2.2. If for the given price vector, then is called the correspondence of supply, which to every producer assigns the set of production plans maximizing their profit at the price system, R is the maximal profit function, where for every where. the two range relational system, is called the production system. The set is also called the set of optimal plans of producer.

8 Let us notice, that every production system is also the quasi production system (which will be denoted by ). The production systems are more complex structures than quasi production ones. In production systems, the producers aim at maximizing their profits at a given price system and technologies, what is not defined in a quasi production system. Now let us recall some definitions which will be of use later. Let. We say that if and only if for every. For, we define the natural projection on space according to the following. Now we can define two kinds of extensions for production system which correspond to the two forms of economic life studied by Schumpeter (1912), namely the circular flow and economic development. Let two production systems, be given. Definition 2.3. (cf. Ciałowicz, Malawski 2011, p. 46) A production system called a cumulative extension of a production system, shortly, if is 1., 2., 3. and for every a. b. c.. According to the definition, in a cumulative extension of a production system, new firms or commodities may appear. However, in particular, when,, and consequently, the respective projections are identity mappings, the above is ruled out and, what is more, neither new firms nor commodities are eliminated from the production process. All the old technologies are still used (Condition 3.a) and, with non decreasing prices (Condition 2), the firms optimal production plans remain optimum (Condition 3.b) and result in not less profit (Condition 3.c). All this means that the old core of the production sector is preserved implying that the idea of a cumulative extension can be interpreted as one modeling circular flow of the production sphere, as it follows the rules ascribed by Schumpeter. In other words the intended interpretation of a cumulative extension of a

9 production system suggests that the production systems P and should be the same, otherwise only small, quantitative changes are allowed. It is also evident that the producers play a purely passive, managerial role adapting actions to the given prices and technologies. In the sequel, in modeling such situation, it is assumed that, in a cumulative extension of a production system. We also consider a strong version of a cumulative extension of a production system with respect to its given component. Definition 2.4. A cumulative extension of a production system is said to be a strong cumulative extension with respect to: 1. the number of commodities if and only if, 2. the price system if and only if, 3. the producers if and only if, 4. the production set if and only if for some, 5. the supply correspondence if and only if for some, 6. the maximal profit if and only if for some. The concept of a strong cumulative extension goes beyond the idea of the circular flow, because of the possibility of opening new markets and firms (conditions 1, 3), introducing new technologies and profit maximizers (conditions 4, 5), and additional profit gained by producers (condition 6). Thus, it is a link to study innovations in the production sphere. What is more, in terms of economic mechanisms discussed in introduction, condition 1 corresponds to Mark I mechanism and conditions 1, 4, 5 to Mark II. However, these cases do not cover the whole complexity of innovative changes in the production sphere of an economy. Let us now consider a different form of a production system extension called an innovative extension (cf. (Ciałowicz, Malawski 2011), p. 48). Definition 2.5. A production system production system, shortly, if is called an innovative extension of 1., 2., 3.

10 a. b. c.. The producers satisfying condition 3 are called the innovators. In the further part of the paper, the set of innovators will be denoted by ( ). According to the definition, there may appear in a production system at least one new product or commodity. At the same time, the definition does not say whether new products are put out by brand new firms or by the ones already existing but modernized. All that is demanded here is that in a production system, there is at least one producer whose technological abilities go beyond the abilities of all producers acting within a production system P. Hence, the optimal (i.e. maximizing the profit) production plans of the producer cannot be reduced to the analogous plans being realized by the producers in a production system P. Moreover, although the prices of old products do not change, meaning that incumbent firms are not able to react at once to innovations, the fixed producer s maximum profit is greater than the one any of the producers in system can make. Thus, according to the Schumpeterian terminology, the producer can be treated as an innovator and entrepreneur who makes the profit resulting from his initiative and who should be given a leading role in a production system. It is easy to see, that, in particular, when, definition 2.5 covers at least four cases of five internal changes characterized by Schumpeter as development (Schumpeter 1961, p. 66), i.e. (1) the introduction of a new good condition 1, (2) the introduction of a new method of production condition 3.a, (3) the opening of a new market condition 1, (4) the carrying out of the new organization of any industry condition 3 as a whole. The above allows us to say that the innovation in the production system takes place if a new commodity or technology are introduced by innovator. Let us also notice, that in the spirit of the creative destruction principle the set can be entirely different from the set. 3. Mechanisms and mechanisms designing First, we will elaborate the structure of economic mechanism introduced by Hurwicz (1960). We start with the description all the components of this structure.

11 It is assumed that there is a finite number of agents in the analyzed economic process. The number of agents is denoted by, and set denotes the set of traders. All the elements that constrain the situation form so called environment denoted by ( ). The set consists of technological possibilities, preferences, endowments, etc. The desired outcomes of the process under study form the outcome space. It is assumed that outcome space is not empty ). Moreover, it is assumed that there is possibility to communicate within the agents. The definitions presented below are borrowed from Hurwicz, Reiter (2006). Definition 3.1. The triple, (3.1) where the set, called the message space, contains the messages available to communications within agents, the correspondence, (3.2) called the message correspondence, associates with each element of environment, the set of messages the function, (3.3) called the outcome function, to every message assigns the outcome, is called the economic mechanism. In some cases, the specific environment of every agent is considered. Denote by environment of agent. Then, environment is of the form the (3.4) Analogously, the message correspondence of every agent is analyzed. Let (3.5) be the message correspondence of agent. It associates with each element of environment, the set of messages. In this context a privacy preserving mechanism is defined:

12 Definition 3.2. The mechanism is the privacy preserving mechanism if for every, of the form of (3.4),. (3.6) If is a privacy preserving mechanism then correspondence (see (3.5)), depends only on the characteristics of agent. It is the consequence of nonexistence the arrangements within agents. It means that every agent knows only his own environment and on the basis of the above he sends his messages. Let s recall that a mechanism, in which prices of commodities are elements of the message space will be called the price mechanism. However, the price mechanism may have many consequences, like the improvement in the agents position. If in the given mechanism at least one agent from the given set will be better off due to a given criterion, without making the rest of agents (from this set) worse off, then this mechanism will be called the qualitative mechanism with respect to the given set. The criterion in question can be assumed as profit maximization. We say that a producer is better off in a production system than in production system P if and only if, The idea of economic mechanisms leads to the next challenge, namely designing economic mechanism (see Hurwicz, Reiter 2006). To define the problem we firstly recall the following definition: Definition 3.3. It is said that mechanism correspondence) if realizes the goal function (or. Now, the problem of designing economic mechanism is as follows: for a given (defined) goal function (correspondence), which to every elements of the environment assigns the desired outcomes, find a mechanism, or choose from the set of possible mechanisms, that realizes this goal function (correspondence). An example of the price mechanism, where the set of outcomes consists of producers and consumers optimal plans, is a production system. Some specific forms of the below presented mechanism the reader can find in Hurwicz, Reiter (2006).

13 Theorem 3.1. The production system is a privacy preserving price mechanism realizing the goal correspondence which to producers, represented by their production set assigns the optimal producers plans. Proof. Let a production system producer (see def. 2.2) is given, then we define the environment of every,, the environment, the message space and the message correspondence (see (3.2)): :, where (nonempty by def. 2.2). Putting set of outcomes : }, nonempty by definition 2.1, and outcome function (see (3.3)) we get that production system is the privacy preserving price mechanism, where message correspondence of every producer is of the form,. This mechanism realizes goal correspondence. (3.7)

14 Consequently, the cumulative or innovative extensions of a production system, which are also the production systems, are the privacy preserving price mechanisms realizing the goal function of the form (3.7). Now we define the mapping which will be essential for analyzing the mechanisms of cumulative and innovative changes in production sphere. The transition from a quasi production system to a quasi production system is a mapping (see definition 2.1), where and. The transition from the quasi production system to quasi production system can be identified with the pair. Hence, below we will denote the transition from a quasi production system to a quasi production system by. Analogically, the concept of transition can be applied to a production system. We show that the transition from a production system to its cumulative extension is the price mechanism. Let and be the production systems where and. It means that we consider a simplified case of a cumulative extension of production system, which will be generalized later. Theorem 3.2. If is a cumulative extension of (, then, the transition from production system to its cumulative extension, is the price mechanism. Proof. For, we define (3.8) and vector of the form. (3.9) Hence. (3.10) Put. Defining message space, (3.11) message correspondence (see (3.2))

15 , (3.12) set of outcomes, (3.13) and outcome function (see (3.3)), (3.14) we get, by (3.8) (3.14), that the transition from the production system to its cumulative extension is the price mechanism. It is worth emphasizing that in contrast to the proof of theorem 3.1 the price system p has been included as a component of the environment. Remark 3.1. The price cumulative mechanism described in theorem 3.2 realizes the goal correspondence, (3.15) where the set is defined by (3.11) and the set by (3.13). It means that correspondence assigns to production system its cumulative extension satisfying conditions (1) (3) by definition 2.3. In the further part of the paper, the price mechanism describing the transition from production system to its cumulative extension will be called the price cumulative mechanism. Informally speaking, in the structure called the price cumulative mechanism, the initial production system is identified with environment and its cumulative extension with the set of outcomes. The concept of a strong cumulative extension of a production system (see definition 2.4) shows that under additional assumptions the price cumulative mechanism might be a qualitative mechanism. Indeed the following theorem is true. Theorem 3.3. If and and is a strong cumulative extension of with respect to profit maximization, then the transition from production

16 system to this extension is price cumulative mechanism which is also the qualitative mechanism with respect to the set of all producers. Proof. The proof of the theorem goes on the same way of the proof of theorem 3.2, except definition of the message correspondence by condition (3.12). Here the condition (3.12) should be replaced by the formula. Now we focus on a more general case of price cumulative mechanisms. To elaborate mechanisms with more complex structure, firstly we introduce a production system with inactive producers. Let and be a production system (see def. 2.2). If production system satisfies,,, (3.16) then. Let us notice that a production system satisfying condition (3.16), further denoted by is the strong cumulative extension of production system with respect to producers. Production system differs from production system mainly in the existence of some producers (from set ) who are irrelevant for the action structure, because their only feasible production plan is. Producers from set will be called the inactive producers (in system ), contrary to producers from set, who will be called the active producers (in system. Keeping this terminology, production system will be called the production system with inactive producers based on production system. The existence of the inactive producers in a given production system, does not influence the optimal production plans and the maximal profits of the active producers. The inactive producers implement nothing important in a production system, so every production system might be interpreted as the production system with dormant producers (based on itself). Hence, in the further part of the paper, the components (namely the correspondence of production sets, the supply correspondence and the maximal profit functions) of production system will be denoted in the same way as the proper components of system. Hence, if is a production system, is the set of agents containing set, where agents from set are the inactive producers, then the production system with inactive

17 producers based on with set as the set of producers, will be denoted by. Theorem 3.4. If is a strong cumulative extension of production system with respect to producers, then the transition from production system to strong cumulative extension of production system, is the price cumulative mechanism. Proof. For producer, we define by (3.8), for producer (3.17) and vector. (3.18) Hence. (3.19) Put. Define message space, (3.20) message correspondence, (see (3.2)), (3.21) set of outcomes (3.22) and outcome function (see (3.3))

18 . (3.23) By (3.17) (3.23) the transition from production system (exactly from production system with inactive producers based on ) to its cumulative extension is the price mechanism. Remark 3.2. The price cumulative mechanism described in theorem 3.3 realizes the goal correspondence (3.15) where the set is defined by (3.20) and the set by (3.22). Like above, correspondence to production system assigns its cumulative extensions satisfying conditions (1) (3) by definition 2.3. The reasoning, analogous to the proofs of theorems , gives by definition 2.4, that the following is satisfied. Theorem 3.5. If is a strong cumulative extension of production system with respect to profit maximization, then the transition from production system (if, and from (if ), to extension is the price cumulative mechanism which is the qualitative mechanism with respect to the set of all producers. Now we present a different kind of mechanism whose set of outcomes includes innovations in a production system. The price mechanism describing the transition from production system to its innovative extension will be called the price innovative mechanism. In price innovative mechanism, the initial production system is identified with environment and the innovative extension of the initial production system is the outcome. Let and be the production systems (we do not assume conditions ). Then we have Theorem 3.6. If, are production systems and, then, the transition from production system to production system, is the price innovative mechanism which is the qualitative mechanism with respect to the set of innovators. Proof. Let be an innovative extension of production system, be the production system with inactive producers based on production system and let be the production system with inactive producers based on production system. If, then the environment of agent is defined by, (3.24)

19 if (if ) then. (3.25) Let. Then Hence, the environment of the transition from production system to the innovative extension of system, is defined by, (3.26) Notice, that set, by condition 2 of definition 2.5, is not empty. Let. Put message space (see definition 3.1) of the form:, (3.27) message correspondence, (see (3.2)), (3.28) set of outcomes (3.29) (nonempty, by definitions 2.1 and 2.5), and outcome function (see (3.3)). (3.30) By (3.24) (3.30), the transition from production system to the production system with inactive producers based on the innovative extension of production system has its performance as the mechanism. By definition of the set of outcomes (see (3.29)) we get that this mechanism is qualitative with respect to the set of innovators. Let us notice that, if in the definition of the message correspondence (3.28) there is a producer for whom, then the producer will become the inactive producer.

20 Hence in the spirit of the creative destruction principle, the elimination of existing products and organizational structures take place and they are replaced by the new ones. The qualitative character of a strong cumulative extension with respect to profit maximization of a production system should be explained. To this aim we use a specific version of innovative extension of production system such that it preserves a cumulative extension in the set non innovators (cf. Ciałowicz, Malawski 2011). Let production system and its innovative extension are non empty. be given. Let s assume additionally that sets Definition 3.4. An innovative extension of production system production system preserves a cumulative extension in the set of non innovators, if is a cumulative extension of production system. It means (by definition 3.4) that the production system preserves a cumulative extension in the set of non innovators, if production system restricted to non innovators is the cumulative extension of the production system restricted to set. This way two mechanisms, i.e. price cumulative and price innovative studied up to now separately can be combined as price cumulative/innovative mechanism. Now it is easy to see (by definition 3.4) that for the innovative extension preserving a cumulative extension the following theorem is true. Theorem 3.7. The price innovative mechanism which moves a production system to the innovative extension of production system preserving a cumulative extension in the set of non innovators, is the qualitative mechanism with respect to the set of all producers. Let us notice that the above qualitative mechanism with respect to the set of all producers does not eliminate any producer from the market. 4. Conclusion

21 In modeling the transition from a production system to its cumulative (theorems ) or innovative extension (theorems ) we deal practically with composition of mechanisms. Indeed, the environment and the set of outcomes of that mechanism form production systems which also have the structure of the mechanism (theorem 3.1) in the meaning of definition 3.1. Moreover, the rigorous analysis of the Schumpeterian evolution in the Arrow Debreu set up suggests that the structure of mechanisms of this innovative evolution is more complex and diversified than in exploring them in the current neoschumpeterian literature. Searching for the best or at least the better than mechanisms presented above with innovations as the set of outcomes (generally or in the particular cases) is interesting in the light of the role of innovations in the Schumpeterian economic development, and it still remains within our research plans. Acknowledgment This work was supported by Polish Ministry of Science and Higher Education - Grant NN References Aghion P, Howitt P (1992) A Model of Growth through Creative Destruction, Econometrica 60, p Aghion P, Howitt P (1998) Endogenous Growth Theory, MIT Press, Cambridge, Mass. and London Andersen E.S (2009) Schumpeter s Evolutionary Economics, Anthem Press, London Ciałowicz B, Malawski A (2010) Demand driven Schumpeterian innovative evolution, the paper presented at the 13th International Schumpeter Society Conference, Aalborg, June, Denmark Ciałowicz B, Malawski A (2011) The role of banks in the Schumpeterian innovative evolution an axiomatic set up, in: Catching Up, Spillovers and Innovations Networks in a Schumpeterian Perspective, A. Pyka, F. Derengowski, M. da Graca (eds.), Springer, Heidelberg, Dordrecht, London, New York Day R.H (2007) The mechanisms of economic evolution: completing Schumpeter s theory, in: Elgar Companion to Neo-Schumpeterian Economics (2007) H. Hanusch, A. Pyka, Edward Elgar, Cheltenham, UK, Northampton, MA, USA, pp eds., Debreu G (1959) Theory of value. New York, Viley Duffie D (1988) Security Markets, Stochastic Models; Academic Press

22 Elgar Companion to Neo-Schumpeterian Economics H. Hanusch, A. Pyka, eds., Edward Elgar, Cheltenham, UK, Northampton, MA, USA (2007). Foster J (2011) Evolutionary Macroeconomics: A Research Agenda, in: Catching Up, Spillovers and Innovations Networks in a Schumpeterian Perspective, A. Pyka, F. Derengowski, M. da Graca (eds.), Springer, Heidelberg, Dordrecht, London, New York Freeman C (1982) The Economics of Industrial Innovations, 2nd edn, Printer, London Hanusch H, Pyka A: Schumpeter, Joseph Allois ( ), in: Elgar Companion to Neo-Schumpeterian Economics (2007) H. Hanusch, A. Pyka, eds., Edward Elgar, Cheltenham, UK, Northampton, MA, USA Hurwicz L (1960) Optimality and Informational Efficiency in Resources Allocation Process in K. Arrow, S. Karlin and P. Suppes eds. Mathematical Methods in the Social Sciences, Stanford University Press, Stanford, California Hurwicz L, Reiter S (2006) Designing Economic Mechanism, Cambridge University Press, N New York Lipieta A (2010) The Debreu private ownership economy with complementary commodities and prices, Economic Modelling 27, pp Magill M, Quinzii M (2002) The Theory of Incomplete Markets; Cambridge, MIT Press Malawski A (2004) Beyond Schumpeterian illusions: from general equilibrium to evolutionary economics; the paper presented at the International Schumpeter Society Meeting, Milan, 9 11 June 2004, Italy Malawski A (2005) A dynamical system approach to the Arrow-Debreu theory of general equilibrium; The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings 2005, Orlando, Florida, USA, Vol. VII, pp Malawski A (2008) Distributive justice and Schumpeterian innovative evolution an axiomatic approach in the context of social cohesion; Proceedings of the Fourth International Conference on Quality of Life Improvement through Social Cohesion, W. Ostasiewicz ed., Wrocław University of Economics, Wrocław 2008, p Malawski A, Woerter M (2006) Diversity Structure of the Schumpeterian Evolution. An axiomatic Approach; Arbeitspapiere/Working Papers of the Swiss Institute for Business Cycle Research, No 153, Oct. 2006, Zurich Nelson R, Winter S (1982) An Evolutionary Theory of Economic Change, Cambridge, MA, Belknap Press of Harvard University Press Schumpeter J. A (1912) Die Theorie der wirtschaftlichen Entwicklung, Leipzig: Duncker &

23 Humblot; English translations: The theory of economic development, Cambridge, MA: Harvard University Press 1934 and A Galaxy Book, New York, Oxford University Press 1961 Schumpeter J.A (1964) Business Cycles: A Theoretical, Historical, and Statistical Analysis of the Capitalist Process, McGraw-Hill, New York, London (1939); abr. edn., McGraw- Hill, New York Schumpeter J. A (1950) Capitalism, Socialism and Democracy. 3th enlarged edn., Harper, New York.

SID AND OUR UNDERSTANDING OF THE EVOLUTION OF INDUSTRIES. Franco Malerba

SID AND OUR UNDERSTANDING OF THE EVOLUTION OF INDUSTRIES. Franco Malerba Organization, Strategy and Entrepreneurship SID AND OUR UNDERSTANDING OF THE EVOLUTION OF INDUSTRIES Franco Malerba 2 SID and the evolution of industries This topic is a long-standing area of interest

More information

Digital Entrepreneurship barriers and drivers The need for a specific measurement framework

Digital Entrepreneurship barriers and drivers The need for a specific measurement framework Digital Entrepreneurship barriers and drivers The need for a specific measurement framework Main lessons (4 slides) The long version: The origins: Schumpeter The EIP definitions (OECD/EUROSTAT) The EIP

More information

April Keywords: Imitation; Innovation; R&D-based growth model JEL classification: O32; O40

April Keywords: Imitation; Innovation; R&D-based growth model JEL classification: O32; O40 Imitation in a non-scale R&D growth model Chris Papageorgiou Department of Economics Louisiana State University email: cpapa@lsu.edu tel: (225) 578-3790 fax: (225) 578-3807 April 2002 Abstract. Motivated

More information

Chapter 2 The Market. The Classical Approach

Chapter 2 The Market. The Classical Approach Chapter 2 The Market The economic theory of markets has been central to economic growth since the days of Adam Smith. There have been three major phases of this theory: the classical theory, the neoclassical

More information

CHAPTER LEARNING OUTCOMES. By the end of this section, students will be able to:

CHAPTER LEARNING OUTCOMES. By the end of this section, students will be able to: CHAPTER 4 4.1 LEARNING OUTCOMES By the end of this section, students will be able to: Understand what is meant by a Bayesian Nash Equilibrium (BNE) Calculate the BNE in a Cournot game with incomplete information

More information

Centre for Studies in Science Policy School of Social Sciences

Centre for Studies in Science Policy School of Social Sciences Centre for Studies in Science Policy School of Social Sciences Course Title : Economics of Technological Change and Innovation Systems Course No. & Type : SP 606 (M.Phil./Ph.D.) Optional Faculty in charge

More information

A Roadmap to Neo-Schumpeterian Economics. by Horst Hanusch and Andreas Pyka University of Augsburg. July 2005

A Roadmap to Neo-Schumpeterian Economics. by Horst Hanusch and Andreas Pyka University of Augsburg. July 2005 A Roadmap to Neo-Schumpeterian Economics by Horst Hanusch and Andreas Pyka University of Augsburg July 2005 Overview Introduction The need for a comprehensive theoretical approach Industry Dynamics (The

More information

THE ROLE OF COMPETITION IN THE TECHNO- ECONOMIC PARADIGM ON THE MARKET

THE ROLE OF COMPETITION IN THE TECHNO- ECONOMIC PARADIGM ON THE MARKET ECONOMIC ANNALS, Volume LVII, No. 193 / April June 2012 UDC: 3.33 ISSN: 0013-3264 DOI:10.2298/EKA1293137A Derya Güler Aydın* Bahar Araz Takay** THE ROLE OF COMPETITION IN THE TECHNO- ECONOMIC PARADIGM

More information

A User-Side View of Innovation Some Critical Thoughts on the Current STI Frameworks and Their Relevance to Developing Countries

A User-Side View of Innovation Some Critical Thoughts on the Current STI Frameworks and Their Relevance to Developing Countries A User-Side View of Innovation Some Critical Thoughts on the Current STI Frameworks and Their Relevance to Developing Countries Benoît Godin INRS, Montreal (Canada) Communication presented at Expert Meeting

More information

Elgar Companion to Neo-Schumpeterian Economics

Elgar Companion to Neo-Schumpeterian Economics Elgar Companion to Neo-Schumpeterian Economics Edited by Horst Harnisch Professor and Chair in Economics, University of Augsburg, Germany Andreas Рука Professor in Economics University of Bremen, Germany

More information

Practice Makes Progress: the multiple logics of continuing innovation

Practice Makes Progress: the multiple logics of continuing innovation BP Centennial public lecture Practice Makes Progress: the multiple logics of continuing innovation Professor Sidney Winter BP Centennial Professor, Department of Management, LSE Professor Michael Barzelay

More information

KNOWLEDGE MANAGEMENT, ORGANIZATIONAL INTELLIGENCE AND LEARNING, AND COMPLEXITY - Vol. II Complexity and Technology - Loet A.

KNOWLEDGE MANAGEMENT, ORGANIZATIONAL INTELLIGENCE AND LEARNING, AND COMPLEXITY - Vol. II Complexity and Technology - Loet A. COMPLEXITY AND TECHNOLOGY Loet A. Leydesdorff University of Amsterdam, The Netherlands Keywords: technology, innovation, lock-in, economics, knowledge Contents 1. Introduction 2. Prevailing Perspectives

More information

The Māori Marae as a structural attractor: exploring the generative, convergent and unifying dynamics within indigenous entrepreneurship

The Māori Marae as a structural attractor: exploring the generative, convergent and unifying dynamics within indigenous entrepreneurship 2nd Research Colloquium on Societal Entrepreneurship and Innovation RMIT University 26-28 November 2014 Associate Professor Christine Woods, University of Auckland (co-authors Associate Professor Mānuka

More information

Kazakhstan Way of Innovation Clusterization K. Mukhtarova Al-Farabi Kazak National University, Almaty, Kazakhstan

Kazakhstan Way of Innovation Clusterization K. Mukhtarova Al-Farabi Kazak National University, Almaty, Kazakhstan Journal of Social Sciences (COES&RJ-JSS) ISSN (E): 2305-9249 ISSN (P): 2305-9494 Publisher: Centre of Excellence for Scientific & Research Journalism, COES&RJ LLC Online Publication Date: 1 st January

More information

Knowledge-Oriented Diversification Strategies: Policy Options for Transition Economies

Knowledge-Oriented Diversification Strategies: Policy Options for Transition Economies Knowledge-Oriented Diversification Strategies: Policy Options for Transition Economies Presentation by Rumen Dobrinsky UN Economic Commission for Europe Economic Cooperation and Integration Division Diversification

More information

Is smart specialisation a tool for enhancing the international competitiveness of research in CEE countries within ERA?

Is smart specialisation a tool for enhancing the international competitiveness of research in CEE countries within ERA? Is smart specialisation a tool for enhancing the international competitiveness of research in CEE countries within ERA? Varblane, U., Ukrainksi, K., Masso, J. University of Tartu, Estonia Introduction

More information

37 Game Theory. Bebe b1 b2 b3. a Abe a a A Two-Person Zero-Sum Game

37 Game Theory. Bebe b1 b2 b3. a Abe a a A Two-Person Zero-Sum Game 37 Game Theory Game theory is one of the most interesting topics of discrete mathematics. The principal theorem of game theory is sublime and wonderful. We will merely assume this theorem and use it to

More information

Microeconomics II Lecture 2: Backward induction and subgame perfection Karl Wärneryd Stockholm School of Economics November 2016

Microeconomics II Lecture 2: Backward induction and subgame perfection Karl Wärneryd Stockholm School of Economics November 2016 Microeconomics II Lecture 2: Backward induction and subgame perfection Karl Wärneryd Stockholm School of Economics November 2016 1 Games in extensive form So far, we have only considered games where players

More information

The Research Agenda: Peter Howitt on Schumpeterian Growth Theory*

The Research Agenda: Peter Howitt on Schumpeterian Growth Theory* The Research Agenda: Peter Howitt on Schumpeterian Growth Theory* Over the past 15 years, much of my time has been spent developing a new generation of endogenous growth theory, together with Philippe

More information

Dynamics of National Systems of Innovation in Developing Countries and Transition Economies. Jean-Luc Bernard UNIDO Representative in Iran

Dynamics of National Systems of Innovation in Developing Countries and Transition Economies. Jean-Luc Bernard UNIDO Representative in Iran Dynamics of National Systems of Innovation in Developing Countries and Transition Economies Jean-Luc Bernard UNIDO Representative in Iran NSI Definition Innovation can be defined as. the network of institutions

More information

Economics and Software Engineering: Transdisciplinary Issues in Research and Education

Economics and Software Engineering: Transdisciplinary Issues in Research and Education Economics and Software Engineering: Transdisciplinary Issues in Research and Education Teresa Tharp Valencia Community College 1800 Denn John Lane Kissimmee, FL 34744, USA teresatharp@hotmail.com Janusz

More information

Summary Overview of Topics in Econ 30200b: Decision theory: strong and weak domination by randomized strategies, domination theorem, expected utility

Summary Overview of Topics in Econ 30200b: Decision theory: strong and weak domination by randomized strategies, domination theorem, expected utility Summary Overview of Topics in Econ 30200b: Decision theory: strong and weak domination by randomized strategies, domination theorem, expected utility theorem (consistent decisions under uncertainty should

More information

Towards a Software Engineering Research Framework: Extending Design Science Research

Towards a Software Engineering Research Framework: Extending Design Science Research Towards a Software Engineering Research Framework: Extending Design Science Research Murat Pasa Uysal 1 1Department of Management Information Systems, Ufuk University, Ankara, Turkey ---------------------------------------------------------------------***---------------------------------------------------------------------

More information

SMALL BUSINESS IN INNOVATIVE DEVELOPMENT OF RUSSIA

SMALL BUSINESS IN INNOVATIVE DEVELOPMENT OF RUSSIA SMALL BUSINESS IN INNOVATIVE DEVELOPMENT OF RUSSIA Svetlana Zhura,Northern (Arctic) Federal University Lidiya Ilyina, Institute of Management Kristina Polozova, Institute of Management. ABSTRACT Russia

More information

Game Theory and Randomized Algorithms

Game Theory and Randomized Algorithms Game Theory and Randomized Algorithms Guy Aridor Game theory is a set of tools that allow us to understand how decisionmakers interact with each other. It has practical applications in economics, international

More information

GOLDEN AND SILVER RATIOS IN BARGAINING

GOLDEN AND SILVER RATIOS IN BARGAINING GOLDEN AND SILVER RATIOS IN BARGAINING KIMMO BERG, JÁNOS FLESCH, AND FRANK THUIJSMAN Abstract. We examine a specific class of bargaining problems where the golden and silver ratios appear in a natural

More information

Entrepreneurial Structural Dynamics in Dedicated Biotechnology Alliance and Institutional System Evolution

Entrepreneurial Structural Dynamics in Dedicated Biotechnology Alliance and Institutional System Evolution 1 Entrepreneurial Structural Dynamics in Dedicated Biotechnology Alliance and Institutional System Evolution Tariq Malik Clore Management Centre, Birkbeck, University of London London WC1E 7HX Email: T.Malik@mbs.bbk.ac.uk

More information

Strategic Bargaining. This is page 1 Printer: Opaq

Strategic Bargaining. This is page 1 Printer: Opaq 16 This is page 1 Printer: Opaq Strategic Bargaining The strength of the framework we have developed so far, be it normal form or extensive form games, is that almost any well structured game can be presented

More information

Leandro Chaves Rêgo. Unawareness in Extensive Form Games. Joint work with: Joseph Halpern (Cornell) Statistics Department, UFPE, Brazil.

Leandro Chaves Rêgo. Unawareness in Extensive Form Games. Joint work with: Joseph Halpern (Cornell) Statistics Department, UFPE, Brazil. Unawareness in Extensive Form Games Leandro Chaves Rêgo Statistics Department, UFPE, Brazil Joint work with: Joseph Halpern (Cornell) January 2014 Motivation Problem: Most work on game theory assumes that:

More information

Information Societies: Towards a More Useful Concept

Information Societies: Towards a More Useful Concept IV.3 Information Societies: Towards a More Useful Concept Knud Erik Skouby Information Society Plans Almost every industrialised and industrialising state has, since the mid-1990s produced one or several

More information

A multidisciplinary view of the financial crisis: some introductory

A multidisciplinary view of the financial crisis: some introductory Roy Cerqueti A multidisciplinary view of the financial crisis: some introductory words «Some years ago something happened somewhere and, we don t know why, people are poor now». This sentence captures,

More information

SCIENTIFIC RESEARCH AND INNOVATION - DECISIVE FACTORS OF BUSINESS PERFORMANCE

SCIENTIFIC RESEARCH AND INNOVATION - DECISIVE FACTORS OF BUSINESS PERFORMANCE 194ANNALS OF THE UNIVERSITY OF CRAIOVA ECONOMIC SCIENCES Year XXXXI No. 39 2011 SCIENTIFIC RESEARCH AND INNOVATION - DECISIVE FACTORS OF BUSINESS PERFORMANCE Spiridon Cosmin Alexandru Ph. D Student University

More information

The Relationship between Entrepreneurship, Innovation and Sustainable Development. Research on European Union Countries.

The Relationship between Entrepreneurship, Innovation and Sustainable Development. Research on European Union Countries. Available online at www.sciencedirect.com Procedia Economics and Finance 3 ( 2012 ) 1030 1035 Emerging Markets Queries in Finance and Business The Relationship between Entrepreneurship, Innovation and

More information

Proposed Curriculum Master of Science in Systems Engineering for The MITRE Corporation

Proposed Curriculum Master of Science in Systems Engineering for The MITRE Corporation Proposed Curriculum Master of Science in Systems Engineering for The MITRE Corporation Core Requirements: (9 Credits) SYS 501 Concepts of Systems Engineering SYS 510 Systems Architecture and Design SYS

More information

FACULTY SENATE ACTION TRANSMITTAL FORM TO THE CHANCELLOR

FACULTY SENATE ACTION TRANSMITTAL FORM TO THE CHANCELLOR - DATE: TO: CHANCELLOR'S OFFICE FACULTY SENATE ACTION TRANSMITTAL FORM TO THE CHANCELLOR JUN 03 2011 June 3, 2011 Chancellor Sorensen FROM: Ned Weckmueller, Faculty Senate Chair UNIVERSITY OF WISCONSIN

More information

Keywords: DSM, Social Network Analysis, Product Architecture, Organizational Design.

Keywords: DSM, Social Network Analysis, Product Architecture, Organizational Design. 9 TH INTERNATIONAL DESIGN STRUCTURE MATRIX CONFERENCE, DSM 07 16 18 OCTOBER 2007, MUNICH, GERMANY SOCIAL NETWORK TECHNIQUES APPLIED TO DESIGN STRUCTURE MATRIX ANALYSIS. THE CASE OF A NEW ENGINE DEVELOPMENT

More information

Tourism network analysis 1

Tourism network analysis 1 Tourism network analysis 1 Tourism and tourism systems can be defined in many ways, but, even if there is scarce agreement on possible definition, a tourism system, like many other economic and social

More information

Programme Curriculum for Master Programme in Economic History

Programme Curriculum for Master Programme in Economic History Programme Curriculum for Master Programme in Economic History 1. Identification Name of programme Scope of programme Level Programme code Master Programme in Economic History 60/120 ECTS Master level Decision

More information

QUANTITATIVE ASSESSMENT OF INSTITUTIONAL INVENTION CYCLE

QUANTITATIVE ASSESSMENT OF INSTITUTIONAL INVENTION CYCLE QUANTITATIVE ASSESSMENT OF INSTITUTIONAL INVENTION CYCLE Maxim Vlasov Svetlana Panikarova Abstract In the present paper, the authors empirically identify institutional cycles of inventions in industrial

More information

Lecture Notes on Game Theory (QTM)

Lecture Notes on Game Theory (QTM) Theory of games: Introduction and basic terminology, pure strategy games (including identification of saddle point and value of the game), Principle of dominance, mixed strategy games (only arithmetic

More information

ty of solutions to the societal needs and problems. This perspective links the knowledge-base of the society with its problem-suite and may help

ty of solutions to the societal needs and problems. This perspective links the knowledge-base of the society with its problem-suite and may help SUMMARY Technological change is a central topic in the field of economics and management of innovation. This thesis proposes to combine the socio-technical and technoeconomic perspectives of technological

More information

Advanced Microeconomics: Game Theory

Advanced Microeconomics: Game Theory Advanced Microeconomics: Game Theory P. v. Mouche Wageningen University 2018 Outline 1 Motivation 2 Games in strategic form 3 Games in extensive form What is game theory? Traditional game theory deals

More information

NEW INDUSTRIAL POLICY

NEW INDUSTRIAL POLICY International Journal of Business and Management Studies, CD-ROM. ISSN: 2158-1479 :: 1(2):463 467 (2012) NEW INDUSTRIAL POLICY Michal Putna Masaryk University, Czech Republic Only few areas of economics

More information

Firm-Level Determinants of Export Performance: Evidence from the Philippines

Firm-Level Determinants of Export Performance: Evidence from the Philippines Firm-Level Determinants of Export Performance: Evidence from the Philippines 45 th Annual Meeting Philippine Economic Society 14 November 2007 Ma. Teresa S. Dueñas-Caparas Research Background Export activity

More information

18.204: CHIP FIRING GAMES

18.204: CHIP FIRING GAMES 18.204: CHIP FIRING GAMES ANNE KELLEY Abstract. Chip firing is a one-player game where piles start with an initial number of chips and any pile with at least two chips can send one chip to the piles on

More information

Innovation system research and policy: Where it came from and Where it might go

Innovation system research and policy: Where it came from and Where it might go Innovation system research and policy: Where it came from and Where it might go University of the Republic October 22 2015 Bengt-Åke Lundvall Aalborg University Structure of the lecture 1. A brief history

More information

Dynamic Games: Backward Induction and Subgame Perfection

Dynamic Games: Backward Induction and Subgame Perfection Dynamic Games: Backward Induction and Subgame Perfection Carlos Hurtado Department of Economics University of Illinois at Urbana-Champaign hrtdmrt2@illinois.edu Jun 22th, 2017 C. Hurtado (UIUC - Economics)

More information

The Theoretical Basis and the Empirical Treatment of. National Innovation Systems

The Theoretical Basis and the Empirical Treatment of. National Innovation Systems The Theoretical Basis and the Empirical Treatment of National Innovation Systems Markus Balzat University of Augsburg, Institute for Economics, Chair of Economics V Universitätsstraße 16, D - 86 135 Augsburg,

More information

Cutting a Pie Is Not a Piece of Cake

Cutting a Pie Is Not a Piece of Cake Cutting a Pie Is Not a Piece of Cake Julius B. Barbanel Department of Mathematics Union College Schenectady, NY 12308 barbanej@union.edu Steven J. Brams Department of Politics New York University New York,

More information

Learning Goals and Related Course Outcomes Applied To 14 Core Requirements

Learning Goals and Related Course Outcomes Applied To 14 Core Requirements Learning Goals and Related Course Outcomes Applied To 14 Core Requirements Fundamentals (Normally to be taken during the first year of college study) 1. Towson Seminar (3 credit hours) Applicable Learning

More information

2. The Extensive Form of a Game

2. The Extensive Form of a Game 2. The Extensive Form of a Game In the extensive form, games are sequential, interactive processes which moves from one position to another in response to the wills of the players or the whims of chance.

More information

Understanding the Switch from Virtuous to Bad Cycles in the Finance-Growth Relationship

Understanding the Switch from Virtuous to Bad Cycles in the Finance-Growth Relationship Understanding the Switch from Virtuous to Bad Cycles in the Finance-Growth Relationship E. Lauretta 1 1 Department of Economics University of Birmingham (UK) Department of Economics and Social Science

More information

Resource Allocation and Decision Analysis (ECON 8010) Spring 2014 Foundations of Game Theory

Resource Allocation and Decision Analysis (ECON 8010) Spring 2014 Foundations of Game Theory Resource Allocation and Decision Analysis (ECON 8) Spring 4 Foundations of Game Theory Reading: Game Theory (ECON 8 Coursepak, Page 95) Definitions and Concepts: Game Theory study of decision making settings

More information

On the Capacity Region of the Vector Fading Broadcast Channel with no CSIT

On the Capacity Region of the Vector Fading Broadcast Channel with no CSIT On the Capacity Region of the Vector Fading Broadcast Channel with no CSIT Syed Ali Jafar University of California Irvine Irvine, CA 92697-2625 Email: syed@uciedu Andrea Goldsmith Stanford University Stanford,

More information

THE AXIOMATIC APPROACH IN THE UNIVERSAL DESIGN THEORY

THE AXIOMATIC APPROACH IN THE UNIVERSAL DESIGN THEORY THE AXIOMATIC APPROACH IN THE UNIVERSAL DESIGN THEORY Dr.-Ing. Ralf Lossack lossack@rpk.mach.uni-karlsruhe.de o. Prof. Dr.-Ing. Dr. h.c. H. Grabowski gr@rpk.mach.uni-karlsruhe.de University of Karlsruhe

More information

Abstraction as a Vector: Distinguishing Philosophy of Science from Philosophy of Engineering.

Abstraction as a Vector: Distinguishing Philosophy of Science from Philosophy of Engineering. Paper ID #7154 Abstraction as a Vector: Distinguishing Philosophy of Science from Philosophy of Engineering. Dr. John Krupczak, Hope College Professor of Engineering, Hope College, Holland, Michigan. Former

More information

INNOVATION NETWORKS IN THE GERMAN LASER INDUSTRY

INNOVATION NETWORKS IN THE GERMAN LASER INDUSTRY INNOVATION NETWORKS IN THE GERMAN LASER INDUSTRY EVOLUTIONARY CHANGE, STRATEGIC POSITIONING AND FIRM INNOVATIVENESS Dissertation Submitted in fulfillment of the requirements for the degree "Doktor der

More information

final examination on May 31 Topics from the latter part of the course (covered in homework assignments 4-7) include:

final examination on May 31 Topics from the latter part of the course (covered in homework assignments 4-7) include: The final examination on May 31 may test topics from any part of the course, but the emphasis will be on topic after the first three homework assignments, which were covered in the midterm. Topics from

More information

COMPETITIVNESS, INNOVATION AND GROWTH: THE CASE OF MACEDONIA

COMPETITIVNESS, INNOVATION AND GROWTH: THE CASE OF MACEDONIA COMPETITIVNESS, INNOVATION AND GROWTH: THE CASE OF MACEDONIA Jasminka VARNALIEVA 1 Violeta MADZOVA 2, and Nehat RAMADANI 3 SUMMARY The purpose of this paper is to examine the close links among competitiveness,

More information

On the Mechanism of Technological Innovation: As the Drive of Industrial Structure Upgrading

On the Mechanism of Technological Innovation: As the Drive of Industrial Structure Upgrading On the Mechanism of Technological : As the Drive of Industrial Structure Upgrading Huang Huiping Yang Zhenhua Zhao Yulin School of Economics, Wuhan University of Technology, Wuhan, P.R.China, 430070 (E-mail:huanghuiping22@sina.com,

More information

Cover Page. The handle holds various files of this Leiden University dissertation.

Cover Page. The handle   holds various files of this Leiden University dissertation. Cover Page The handle http://hdl.handle.net/1887/20184 holds various files of this Leiden University dissertation. Author: Mulinski, Ksawery Title: ing structural supply chain flexibility Date: 2012-11-29

More information

A New Measurable Definition of Knowledge in New Growth Theory

A New Measurable Definition of Knowledge in New Growth Theory A New Measurable Definition of Knowledge in New Growth Theory Hadi Ghaffari 1, Mohammad Ali Molaei 2 1. Dept. of Social & Economic Sciences, Payame Noor University, Arak, Iran Email: hghaffari2000@yahoo.com

More information

Asynchronous Best-Reply Dynamics

Asynchronous Best-Reply Dynamics Asynchronous Best-Reply Dynamics Noam Nisan 1, Michael Schapira 2, and Aviv Zohar 2 1 Google Tel-Aviv and The School of Computer Science and Engineering, The Hebrew University of Jerusalem, Israel. 2 The

More information

Topic 1: defining games and strategies. SF2972: Game theory. Not allowed: Extensive form game: formal definition

Topic 1: defining games and strategies. SF2972: Game theory. Not allowed: Extensive form game: formal definition SF2972: Game theory Mark Voorneveld, mark.voorneveld@hhs.se Topic 1: defining games and strategies Drawing a game tree is usually the most informative way to represent an extensive form game. Here is one

More information

SYSTEMS ANALYSIS AND MODELING OF INTEGRATED WORLD SYSTEMS - Vol. II - Models of Socioeconomic Development - A.A. Petrov

SYSTEMS ANALYSIS AND MODELING OF INTEGRATED WORLD SYSTEMS - Vol. II - Models of Socioeconomic Development - A.A. Petrov MODELS OF SOCIOECONOMIC DEVELOPMENT A.A. Petrov Department for Economic Systems Modeling at the Computing Center of RAS, Moscow, Russia Keywords: Sustainable development, socioeconomic structure, evolution

More information

STRATEGY AND COMPLEXITY OF THE GAME OF SQUARES

STRATEGY AND COMPLEXITY OF THE GAME OF SQUARES STRATEGY AND COMPLEXITY OF THE GAME OF SQUARES FLORIAN BREUER and JOHN MICHAEL ROBSON Abstract We introduce a game called Squares where the single player is presented with a pattern of black and white

More information

Dynamic Programming. Objective

Dynamic Programming. Objective Dynamic Programming Richard de Neufville Professor of Engineering Systems and of Civil and Environmental Engineering MIT Massachusetts Institute of Technology Dynamic Programming Slide 1 of 43 Objective

More information

Implications of the current technological trajectories for industrial policy New manufacturing, re-shoring and global value chains.

Implications of the current technological trajectories for industrial policy New manufacturing, re-shoring and global value chains. Implications of the current technological trajectories for industrial policy New manufacturing, re-shoring and global value chains Mario Cimoli You remember when most economists said that industrialization

More information

How to divide things fairly

How to divide things fairly MPRA Munich Personal RePEc Archive How to divide things fairly Steven Brams and D. Marc Kilgour and Christian Klamler New York University, Wilfrid Laurier University, University of Graz 6. September 2014

More information

Neoclassical Economics

Neoclassical Economics Neoclassical Economics A Brief & Selected Intro Sandelin et al. (2014, Chapter 4) [S] + Others 2018 (Comp. by M.İ.) Intro: Neoclassical breakthrough = marginalism! The neoclassical breakthrough

More information

Luciano Andreozzi. A note on Critical Masses, Network Externalities and Converters.

Luciano Andreozzi. A note on Critical Masses, Network Externalities and Converters. January 2004 Luciano Andreozzi A note on Critical Masses, Network Externalities and Converters. Abstract Witt [9] demonstrates that superior technological standards have smaller critical mass, so that

More information

Appendix A A Primer in Game Theory

Appendix A A Primer in Game Theory Appendix A A Primer in Game Theory This presentation of the main ideas and concepts of game theory required to understand the discussion in this book is intended for readers without previous exposure to

More information

National Innovation System of Mongolia

National Innovation System of Mongolia National Innovation System of Mongolia Academician Enkhtuvshin B. Mongolians are people with rich tradition of knowledge. When the Great Mongolian Empire was established in the heart of Asia, Chinggis

More information

Virtual Model Validation for Economics

Virtual Model Validation for Economics Virtual Model Validation for Economics David K. Levine, www.dklevine.com, September 12, 2010 White Paper prepared for the National Science Foundation, Released under a Creative Commons Attribution Non-Commercial

More information

INFORMATION, ENTROPX PROGRESS

INFORMATION, ENTROPX PROGRESS INFORMATION, ENTROPX AND PROGRESS A NEW EVOLUTIONARY PARADIGM Robert U. Ayres The European Institute of Business Administration Fontainebleau, France AIP PFjgSS American Institute of Physics New York Contents

More information

THE IMPLICATIONS OF THE KNOWLEDGE-BASED ECONOMY FOR FUTURE SCIENCE AND TECHNOLOGY POLICIES

THE IMPLICATIONS OF THE KNOWLEDGE-BASED ECONOMY FOR FUTURE SCIENCE AND TECHNOLOGY POLICIES General Distribution OCDE/GD(95)136 THE IMPLICATIONS OF THE KNOWLEDGE-BASED ECONOMY FOR FUTURE SCIENCE AND TECHNOLOGY POLICIES 26411 ORGANISATION FOR ECONOMIC CO-OPERATION AND DEVELOPMENT Paris 1995 Document

More information

The limit of artificial intelligence: Can machines be rational?

The limit of artificial intelligence: Can machines be rational? The limit of artificial intelligence: Can machines be rational? Tshilidzi Marwala University of Johannesburg South Africa Email: tmarwala@gmail.com Abstract This paper studies the question on whether machines

More information

Tennessee Senior Bridge Mathematics

Tennessee Senior Bridge Mathematics A Correlation of to the Mathematics Standards Approved July 30, 2010 Bid Category 13-130-10 A Correlation of, to the Mathematics Standards Mathematics Standards I. Ways of Looking: Revisiting Concepts

More information

The Research Project Portfolio of the Humanistic Management Center

The Research Project Portfolio of the Humanistic Management Center The Research Project Portfolio of the Humanistic Our Pipeline of Research Projects Contents 1 2 3 4 5 Myths and Misunderstandings in the CR Debate Humanistic Case Studies The Makings of Humanistic Corporate

More information

Time And Resource Characteristics Of Radical New Product Development (NPD) Projects And their Dynamic Control. Introduction. Problem Description.

Time And Resource Characteristics Of Radical New Product Development (NPD) Projects And their Dynamic Control. Introduction. Problem Description. Time And Resource Characteristics Of Radical New Product Development (NPD) Projects And their Dynamic Control Track: Product and Process Design In many industries the innovation rate increased while the

More information

Technology and Knowledge: a Basic View

Technology and Knowledge: a Basic View Technology and Knowledge: a Basic View TIK, UiO 2016 Bart Verspagen UNU-MERIT, Maastricht verspagen@merit.unu.edu 1. Technology and knowledge: A basic economic view Concepts of technological change paradigms

More information

Permutation Groups. Definition and Notation

Permutation Groups. Definition and Notation 5 Permutation Groups Wigner s discovery about the electron permutation group was just the beginning. He and others found many similar applications and nowadays group theoretical methods especially those

More information

Book review: Profit and gift in the digital economy

Book review: Profit and gift in the digital economy Loughborough University Institutional Repository Book review: Profit and gift in the digital economy This item was submitted to Loughborough University's Institutional Repository by the/an author. Citation:

More information

WORKSHOP ON BASIC RESEARCH: POLICY RELEVANT DEFINITIONS AND MEASUREMENT ISSUES PAPER. Holmenkollen Park Hotel, Oslo, Norway October 2001

WORKSHOP ON BASIC RESEARCH: POLICY RELEVANT DEFINITIONS AND MEASUREMENT ISSUES PAPER. Holmenkollen Park Hotel, Oslo, Norway October 2001 WORKSHOP ON BASIC RESEARCH: POLICY RELEVANT DEFINITIONS AND MEASUREMENT ISSUES PAPER Holmenkollen Park Hotel, Oslo, Norway 29-30 October 2001 Background 1. In their conclusions to the CSTP (Committee for

More information

Financial Factors in Business Fluctuations

Financial Factors in Business Fluctuations Financial Factors in Business Fluctuations by M. Gertler and R.G. Hubbard Professor Kevin D. Salyer UC Davis May 2009 Professor Kevin D. Salyer (UC Davis) Gertler and Hubbard article 05/09 1 / 8 Summary

More information

Game Theory and Economics of Contracts Lecture 4 Basics in Game Theory (2)

Game Theory and Economics of Contracts Lecture 4 Basics in Game Theory (2) Game Theory and Economics of Contracts Lecture 4 Basics in Game Theory (2) Yu (Larry) Chen School of Economics, Nanjing University Fall 2015 Extensive Form Game I It uses game tree to represent the games.

More information

ON THE EVOLUTION OF TRUTH. 1. Introduction

ON THE EVOLUTION OF TRUTH. 1. Introduction ON THE EVOLUTION OF TRUTH JEFFREY A. BARRETT Abstract. This paper is concerned with how a simple metalanguage might coevolve with a simple descriptive base language in the context of interacting Skyrms-Lewis

More information

Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printed page of such transmission.

Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printed page of such transmission. Editor's Note Author(s): Ragnar Frisch Source: Econometrica, Vol. 1, No. 1 (Jan., 1933), pp. 1-4 Published by: The Econometric Society Stable URL: http://www.jstor.org/stable/1912224 Accessed: 29/03/2010

More information

Technology and Institutions in neo-schumpeterian and Original Institutional Thinking

Technology and Institutions in neo-schumpeterian and Original Institutional Thinking Technology and Institutions in neo-schumpeterian and Original Institutional Thinking Iciar Dominguez Lacasa iciar.inbox@gmail.com Fraunhofer Center for International Management and Knowledge Economy IMW

More information

Table of Contents SCIENTIFIC INQUIRY AND PROCESS UNDERSTANDING HOW TO MANAGE LEARNING ACTIVITIES TO ENSURE THE SAFETY OF ALL STUDENTS...

Table of Contents SCIENTIFIC INQUIRY AND PROCESS UNDERSTANDING HOW TO MANAGE LEARNING ACTIVITIES TO ENSURE THE SAFETY OF ALL STUDENTS... Table of Contents DOMAIN I. COMPETENCY 1.0 SCIENTIFIC INQUIRY AND PROCESS UNDERSTANDING HOW TO MANAGE LEARNING ACTIVITIES TO ENSURE THE SAFETY OF ALL STUDENTS...1 Skill 1.1 Skill 1.2 Skill 1.3 Understands

More information

Human Capital and Industrial Development in Africa

Human Capital and Industrial Development in Africa AfDB Pre-TICAD7 Knowledge Event Human Capital and Industrial Development in Africa Keijiro Otsuka Professor of Development Economics, Kobe University September 26, 2018 Contents Part I: Development Paths

More information

From R&D management to knowledge management An overview of studies of innovation management

From R&D management to knowledge management An overview of studies of innovation management Technological Forecasting & Social Change 70 (2003) 135 161 From R&D management to knowledge management An overview of studies of innovation management Mariano Nieto* Departamento de Dirección y Economía

More information

A Survey on Supermodular Games

A Survey on Supermodular Games A Survey on Supermodular Games Ashiqur R. KhudaBukhsh December 27, 2006 Abstract Supermodular games are an interesting class of games that exhibits strategic complementarity. There are several compelling

More information

Mehrdad Amirghasemi a* Reza Zamani a

Mehrdad Amirghasemi a* Reza Zamani a The roles of evolutionary computation, fitness landscape, constructive methods and local searches in the development of adaptive systems for infrastructure planning Mehrdad Amirghasemi a* Reza Zamani a

More information

Research on Catch-up Oriented Industrial Technological Capabilities Growth in Developing Countries

Research on Catch-up Oriented Industrial Technological Capabilities Growth in Developing Countries Proceedings of the 7th International Conference on Innovation & Management 525 Research on Catch-up Oriented Industrial Technological Capabilities Growth in Developing Countries Hong Yong, Su Jingqin,

More information

AC phase. Resources and methods for learning about these subjects (list a few here, in preparation for your research):

AC phase. Resources and methods for learning about these subjects (list a few here, in preparation for your research): AC phase This worksheet and all related files are licensed under the Creative Commons Attribution License, version 1.0. To view a copy of this license, visit http://creativecommons.org/licenses/by/1.0/,

More information

Inequality as difference: A teaching note on the Gini coefficient

Inequality as difference: A teaching note on the Gini coefficient Inequality as difference: A teaching note on the Gini coefficient Samuel Bowles Wendy Carlin SFI WORKING PAPER: 07-0-003 SFI Working Papers contain accounts of scienti5ic work of the author(s) and do not

More information

Compound Probability. Set Theory. Basic Definitions

Compound Probability. Set Theory. Basic Definitions Compound Probability Set Theory A probability measure P is a function that maps subsets of the state space Ω to numbers in the interval [0, 1]. In order to study these functions, we need to know some basic

More information

Game Theory Refresher. Muriel Niederle. February 3, A set of players (here for simplicity only 2 players, all generalized to N players).

Game Theory Refresher. Muriel Niederle. February 3, A set of players (here for simplicity only 2 players, all generalized to N players). Game Theory Refresher Muriel Niederle February 3, 2009 1. Definition of a Game We start by rst de ning what a game is. A game consists of: A set of players (here for simplicity only 2 players, all generalized

More information

DEPARTMENT OF ECONOMICS WORKING PAPER SERIES. Stable Networks and Convex Payoffs. Robert P. Gilles Virginia Tech University

DEPARTMENT OF ECONOMICS WORKING PAPER SERIES. Stable Networks and Convex Payoffs. Robert P. Gilles Virginia Tech University DEPARTMENT OF ECONOMICS WORKING PAPER SERIES Stable Networks and Convex Payoffs Robert P. Gilles Virginia Tech University Sudipta Sarangi Louisiana State University Working Paper 2005-13 http://www.bus.lsu.edu/economics/papers/pap05_13.pdf

More information