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Author: Stephan Leitner
Publisher: Springer Science & Business Media
ISBN: 3319009125
Category : Business & Economics
Languages : en
Pages : 258
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Book Description
This volume presents recent advances in the dynamic field of Artificial Economics and its various applications. Artificial Economics provides a structured approach to model and investigate economic and social systems. In particular, this approach is based on the use of agent-based simulations and further computational techniques. The main aim is to analyze the outcomes at the overall systems’ level as results from the agents’ behavior at the micro-level. These emergent characteristics of complex economic and social systems can neither be foreseen nor are they intended. The emergence rather makes these systems function. Artificial Economics especially facilitates the investigation of this emergent systems’ behavior.
Author: Stephan Leitner
Publisher: Springer Science & Business Media
ISBN: 3319009125
Category : Business & Economics
Languages : en
Pages : 258
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Book Description
This volume presents recent advances in the dynamic field of Artificial Economics and its various applications. Artificial Economics provides a structured approach to model and investigate economic and social systems. In particular, this approach is based on the use of agent-based simulations and further computational techniques. The main aim is to analyze the outcomes at the overall systems’ level as results from the agents’ behavior at the micro-level. These emergent characteristics of complex economic and social systems can neither be foreseen nor are they intended. The emergence rather makes these systems function. Artificial Economics especially facilitates the investigation of this emergent systems’ behavior.
Author: Rosaria Conte
Publisher: Springer Science & Business Media
ISBN: 3662033666
Category : Business & Economics
Languages : en
Pages : 516
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Book Description
In this book experts from quite different fields present simulations of social phenomena: economists, sociologists, political scientists, psychologists, cognitive scientists, organisational scientists, decision scientists, geographers, computer scientists, AI and AL scientists, mathematicians and statisticians. They simulate markets, organisations, economic dynamics, coalition formation, the emergence of cooperation and exchange, bargaining, decision making, learning, and adaptation. The history, problems, and perspectives of simulating social phenomena are explicitly discussed.
Author: Jacques Lesourne
Publisher: Economica
ISBN:
Category : Business & Economics
Languages : en
Pages : 434
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Book Description
With its general focus on the dynamic processes of a knowledge-based economy, this book will be an invaluable resource for gaining greater understanding of the complexity of real economic systems.
Author: Antonio Nicita
Publisher: Routledge
ISBN: 113635669X
Category : Business & Economics
Languages : en
Pages : 455
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Book Description
The traditional role of evolutionary theory in the social sciences has been to explain the existence of an object in terms of the survival of the fittest. In economics this approach has acted as a justification for hypotheses such as profit maximisation, or the existence of institutions in terms of their overall efficiency. This volume challenges that view and argues that one of the first tasks of economic theory should be to explain the enormous diversity of institutional arrangements that has characterised human societies.
Author: Domenico Delli Gatti
Publisher: Cambridge University Press
ISBN: 1108245692
Category : Business & Economics
Languages : en
Pages : 262
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Book Description
In contrast to mainstream economics, complexity theory conceives the economy as a complex system of heterogeneous interacting agents characterised by limited information and bounded rationality. Agent Based Models (ABMs) are the analytical and computational tools developed by the proponents of this emerging methodology. Aimed at students and scholars of contemporary economics, this book includes a comprehensive toolkit for agent-based computational economics, now quickly becoming the new way to study evolving economic systems. Leading scholars in the field explain how ABMs can be applied fruitfully to many real-world economic examples and represent a great advancement over mainstream approaches. The essays discuss the methodological bases of agent-based approaches and demonstrate step-by-step how to build, simulate and analyse ABMs and how to validate their outputs empirically using the data. They also present a wide set of applications of these models to key economic topics, including the business cycle, labour markets, and economic growth.
Author: W. Brian Arthur
Publisher: CRC Press
ISBN: 0429965184
Category : Mathematics
Languages : en
Pages : 600
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Book Description
A new view of the economy as an evolving, complex system has been pioneered at the Santa Fe Institute over the last ten years, This volume is a collection of articles that shape and define this view?a view of the economy as emerging from the interactions of individual agents whose behavior constantly evolves, whose strategies and actions are always adapting.The traditional framework in economics portrays activity within an equilibrium steady state. The interacting agents in the economy are typically homogenous, solve well-defined problems using perfect rationality, and act within given legal and social structures. The complexity approach, by contrast, sees economic activity as continually changing?continually in process. The interacting agents are typically heterogeneous, they must cognitively interpret the problems they face, and together they create the structures?markets, legal and social institutions, price patters, expectations?to which they individually react. Such structures may never settle down. Agents may forever adapt and explore and evolve their behaviors within structures that continually emerge and change and disappear?structures these behaviors co-create. This complexity approach does not replace the equilibrium one?it complements it.The papers here collected originated at a recent conference at the Santa Fe Institute, which was called to follow up the well-known 1987 SFI conference organized by Philip Anderson, Kenneth Arrow, and David Pines. They survey the new study of complexity and the economy. They apply this approach to real economic problems and they show the extent to which the initial vision of the 1987 conference has come to fruition.
Author: Patrick Cohendet
Publisher: Springer Science & Business Media
ISBN: 3642722601
Category : Business & Economics
Languages : en
Pages : 343
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Book Description
The economic concept of networks refers to the structure of agents' interaction as well as to the economic property of positive externalities. This book describes the economics of networks from various perspectives among which are classical approaches, methods derived from physics, theory of evolutionary games, and experimental economics. These different views shed a new light on the behaviour and interaction of economic agents, on networks and on related phenomena: e.g., emergence of stable macro structures from micro interactions, standardisation, diffusion, preservation of diversity, role of heterogeneity, local learning, surplus creation and surplus allocation. The book presents the state of the art and offers a unique opportunity to understand specific networks phenomena through different theoretical and experimental approaches.
Author: Farhad Rassekh
Publisher: Routledge
ISBN: 1134864590
Category : Business & Economics
Languages : en
Pages : 218
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Book Description
This highly original work offers an intellectual history of four central theories underlying the market economic system, focusing on their conception, evolution, and applications. Four Central Theories of the Market Economy traces the root of the theories, their conception and articulation, as well as their evolutions to the present time. It focuses on the four theories that are generally recognized as fundamental to the discipline of economics: the invisible hand, comparative advantage, the law of markets, and the quantity theory of money. These theories have profoundly influenced the world. Chapters explore their rich intellectual history from classical Greece to today, drawing on the original works of the great economic minds of the classical era and other thinkers who prepared the path for them, as well as those who refined their works or challenged them. This volume will leave the reader with a deep understanding of these pillars of the market economic system in the context of their historical development. This book will be of great interest to all scholars and students of economics who are interested in the intellectual history of their discipline as well as scholars and students of intellectual history who are interested in economics.
Author: Masanao Aoki
Publisher: Cambridge University Press
ISBN: 9780521637695
Category : Business & Economics
Languages : en
Pages : 312
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Book Description
This book provides a method for modeling large collections of heterogeneous agents subject to non-pairwise externality called field effects.
Author: Michael Cuddy
Publisher: Routledge
ISBN: 1351742639
Category : Business & Economics
Languages : en
Pages : 200
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Book Description
This title was first published in 2002.The importance of institutions for transition economies has so far been overlooked; Michael Cuddy and Ruvin Gekker bring together leading experts in the field to fill this crucial void in the literature. The contributors concentrate on an ongoing tension between informal constraints and mechanisms and the new formal rules and mechanisms that have gradually evolved through the transition period. Experiences are primarily drawn from Russia. The book consists of three parts, the first comprising an analysis, synthesis and generalizations of the institutional adaptations, as a market economy slowly emerges from a fog of shifting rules and varying interpretations. This is followed by the study of business and taxation authorities’ behavior as they try to minimize or maximize the taxation take. The volume also analyzes the challenges facing central and regional governments in delivering equitable levels of public services across regions of vastly different development levels, while at the same time trying to stimulate regional economic growth.
