Complex Systems Modeling And Simulation In Economics And Finance

Complex Systems Modeling and Simulation in Economics and Finance PDF
Author: Shu-Heng Chen
Publisher: Springer
ISBN: 9783319996226
Size: 77.74 MB
Format: PDF, ePub, Mobi
Category : Business & Economics
Languages : en
Pages : 390
View: 4748

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This title brings together frontier research on complex economic systems, heterogeneous interacting agents, bounded rationality, and nonlinear dynamics in economics. The book contains the proceedings of the CEF2015 (21st Computing in Economics in Finance), held 20-22 June 2015 in Taipei, Taiwan, and addresses some of the important driving forces for various emergent properties in economies, when viewed as complex systems. The breakthroughs reported in this book are a result of an interdisciplinary approach and simulation remains the unifying theme for these papers as they deal with a wide range of topics in economics. The text is a valuable addition to the efforts in promoting the complex systems view in economic science. The computational experiments reported in the book are both transparent and replicable. Complex System Modeling and Simulation in Economics and Finance is useful for graduate courses of complex systems, with particular focus on economics and finance. At the same time it serves as a good overview for researchers who are interested in the topic.

Complex Systems Modeling And Simulation In Economics And Finance

Complex Systems Modeling and Simulation in Economics and Finance PDF
Author: Shu-Heng Chen
Publisher: Springer
ISBN: 331999624X
Size: 13.32 MB
Format: PDF, Mobi
Category : Business & Economics
Languages : en
Pages : 307
View: 400

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This title brings together frontier research on complex economic systems, heterogeneous interacting agents, bounded rationality, and nonlinear dynamics in economics. The book contains the proceedings of the CEF2015 (21st Computing in Economics in Finance), held 20-22 June 2015 in Taipei, Taiwan, and addresses some of the important driving forces for various emergent properties in economies, when viewed as complex systems. The breakthroughs reported in this book are a result of an interdisciplinary approach and simulation remains the unifying theme for these papers as they deal with a wide range of topics in economics. The text is a valuable addition to the efforts in promoting the complex systems view in economic science. The computational experiments reported in the book are both transparent and replicable. Complex System Modeling and Simulation in Economics and Finance is useful for graduate courses of complex systems, with particular focus on economics and finance. At the same time it serves as a good overview for researchers who are interested in the topic.

Limits Of Mathematical Modeling In The Social Sciences The The Significance Of Godel S Incompleteness Phenomenon

Limits Of Mathematical Modeling In The Social Sciences  The  The Significance Of Godel s Incompleteness Phenomenon PDF
Author: Doria Francisco Antonio
Publisher: World Scientific
ISBN: 1786343177
Size: 44.64 MB
Format: PDF
Category : Mathematics
Languages : en
Pages : 288
View: 1234

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Current mathematical models are notoriously unreliable in describing the time evolution of unexpected social phenomena, from financial crashes to revolution. Can such events be forecast? Can we compute probabilities about them? Can we model them? This book investigates and attempts to answer these questions through Gödel's two incompleteness theorems, and in doing so demonstrates how influential Gödel is in modern logical and mathematical thinking. Many mathematical models are applied to economics and social theory, while Gödel's theorems are able to predict their limitations for more accurate analysis and understanding of national and international events. This unique discussion is written for graduate level mathematicians applying their research to the social sciences, including economics, social studies and philosophy, and also for formal logicians and philosophers of science.

Unravelling Complexity The Life And Work Of Gregory Chaitin

Unravelling Complexity  The Life And Work Of Gregory Chaitin PDF
Author: Francisco Antonio Doria
Publisher: World Scientific
ISBN: 9811200084
Size: 39.43 MB
Format: PDF, ePub, Docs
Category : Computers
Languages : en
Pages : 444
View: 1652

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The revolutions that Gregory Chaitin brought within the fields of science are well known. From his discovery of algorithmic information complexity to his work on Gödel's theorem, he has contributed deeply and expansively to such diverse fields.This book attempts to bring together a collection of articles written by his colleagues, collaborators and friends to celebrate his work in a festschrift. It encompasses various aspects of the scientific work that Chaitin has accomplished over the years. Topics range from philosophy to biology, from foundations of mathematics to physics, from logic to computer science, and all other areas Chaitin has worked on.It also includes sketches of his personality with the help of biographical accounts in some unconventional articles that will provide a rare glimpse into the personal life and nature of Chaitin.Compared to the other books that exist along a similar vein, this book stands out primarily due to its highly interdisciplinary nature and its scope that will attract readers into Chaitin's world.

Large Group Decision Making

Large Group Decision Making PDF
Author: Iván Palomares Carrascosa
Publisher: Springer
ISBN: 3030010279
Size: 22.65 MB
Format: PDF
Category : Computers
Languages : en
Pages : 118
View: 2470

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This SpringerBrief provides a pioneering, central point of reference for the interested reader in Large Group Decision Making trends such as consensus support, fusion and weighting of relevant decision information, subgroup clustering, behavior management, and implementation of decision support systems, among others. Based on the challenges and difficulties found in classical approaches to handle large decision groups, the principles, families of techniques, and newly related disciplines to Large-Group Decision Making (such as Data Science, Artificial Intelligence, Social Network Analysis, Opinion Dynamics, Behavioral and Cognitive Sciences), are discussed. Real-world applications and future directions of research on this novel topic are likewise highlighted.

Agent Based Approaches In Economic And Social Complex Systems

Agent based Approaches in Economic and Social Complex Systems PDF
Author: Akira Namatame
Publisher: IOS Press
ISBN: 9781586032258
Size: 13.81 MB
Format: PDF, ePub
Category : Business & Economics
Languages : en
Pages : 263
View: 2580

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This book explores the exciting new field of Artificial Intelligence. It features in-depth coverage of important theoretical areas, including computational organization, computational economics, computational approaches in social science, and game theory. The concepton of the multi-agent system is particularly attractive, as it promises autonomy based on the conceptual speciality of a rational agent as well as collective behavior through interactions. The book draws out themes, especially the ideas of connectivity and natural computation, that reveal deep, underlying similarities between phenomena that have formerly been treated as completely distinct. The idea of agent-based approach is particularly rich in fresh approaches applicable to many fields such as artificial intelligence, computational organization, computational economics, and computational game theory.

Complex Systems In Finance And Econometrics

Complex Systems in Finance and Econometrics PDF
Author: Robert A. Meyers
Publisher: Springer Science & Business Media
ISBN: 1441977007
Size: 19.57 MB
Format: PDF, ePub, Docs
Category : Business & Economics
Languages : en
Pages : 406
View: 4763

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"This book consists of selections from the Encyclopedia of complexity and systems science edited by Robert A. Myers"--T.p. verso.

Agent Based Approaches In Economic And Social Complex Systems Vii

Agent Based Approaches in Economic and Social Complex Systems VII PDF
Author: Tadahiko Murata
Publisher: Springer Science & Business Media
ISBN: 4431542795
Size: 29.54 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 262
View: 210

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Agent-based modeling/simulation is an emergent approach to the analysis of social and economic systems. It provides a bottom-up experimental method to be applied to social sciences such as economics, management, sociology, and politics as well as some engineering fields dealing with social activities. This book includes selected papers presented at the Seventh International Workshop on Agent-Based Approaches in Economic and Social Complex Systems held in Osaka, Japan, in 2012. At the workshop, 24 reviewed full papers were presented, and of those, 17 were selected to be included in this volume. The papers are divided into two groups as "Fundamentals of Agent-Based Modeling" and "Applications of Agent-Based Modeling".

Network Models In Economics And Finance

Network Models in Economics and Finance PDF
Author: Valery A. Kalyagin
Publisher: Springer
ISBN: 3319096834
Size: 38.98 MB
Format: PDF
Category : Mathematics
Languages : en
Pages : 295
View: 7749

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Using network models to investigate the interconnectivity in modern economic systems allows researchers to better understand and explain some economic phenomena. This volume presents contributions by known experts and active researchers in economic and financial network modeling. Readers are provided with an understanding of the latest advances in network analysis as applied to economics, finance, corporate governance, and investments. Moreover, recent advances in market network analysis that focus on influential techniques for market graph analysis are also examined. Young researchers will find this volume particularly useful in facilitating their introduction to this new and fascinating field. Professionals in economics, financial management, various technologies, and network analysis, will find the network models presented in this book beneficial in analyzing the interconnectivity in modern economic systems.

Network Theory And Agent Based Modeling In Economics And Finance

Network Theory and Agent Based Modeling in Economics and Finance PDF
Author: Anindya S. Chakrabarti
Publisher: Springer Nature
ISBN: 9811383197
Size: 20.33 MB
Format: PDF, ePub, Mobi
Category : Business & Economics
Languages : en
Pages : 458
View: 562

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This book presents the latest findings on network theory and agent-based modeling of economic and financial phenomena. In this context, the economy is depicted as a complex system consisting of heterogeneous agents that interact through evolving networks; the aggregate behavior of the economy arises out of billions of small-scale interactions that take place via countless economic agents. The book focuses on analytical modeling, and on the econometric and statistical analysis of the properties emerging from microscopic interactions. In particular, it highlights the latest empirical and theoretical advances, helping readers understand economic and financial networks, as well as new work on modeling behavior using rich, agent-based frameworks. Innovatively, the book combines observational and theoretical insights in the form of networks and agent-based models, both of which have proved to be extremely valuable in understanding non-linear and evolving complex systems. Given its scope, the book will capture the interest of graduate students and researchers from various disciplines (e.g. economics, computer science, physics, and applied mathematics) whose work involves the domain of complexity theory.