Economic Foundations For Social Complexity Science
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Economic Foundations For Social Complexity Science
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Author : Yuji Aruka
language : en
Publisher: Springer
Release Date : 2017-09-25
Economic Foundations For Social Complexity Science written by Yuji Aruka and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-25 with Business & Economics categories.
This book focuses on how important massive information is and how sensitive outcomes are to information. In this century humans now are coming up against the massive utilization of information in various contexts. The advent of super intelligence is drastically accelerating the evolution of the socio-economic system. Our traditional analytic approach must therefore be radically reformed in order to adapt to an information-sensitive framework, which means giving up myopic purification and the elimination of all considerations of massive information. In this book, authors who have shared and exchanged their ideas over the last 20 years, offer thorough examinations of the theoretical–ontological basis of complex economic interaction, econophysics, and agent-based modeling during the last several decades. This book thus provides the indispensable philosophical-scientific foundations for this new approach, and then moves on to empirical–epistemological studies concerning changes in sentiments and other movements in financial markets.
Foundations Of Complex System Theories
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Author : Sunny Y. Auyang
language : en
Publisher:
Release Date : 1998
Foundations Of Complex System Theories written by Sunny Y. Auyang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Science categories.
Analyzes approaches to the study of complexity in the physical, biological, and social sciences.
The Paradigm Of Social Complexity
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Author : Gonzalo Castañeda
language : es
Publisher: CEEY
Release Date : 2020-08-04
The Paradigm Of Social Complexity written by Gonzalo Castañeda and has been published by CEEY this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-04 with Mathematics categories.
With the recent developments in computing technologies and the thriving research scene in Complexity Science, economists and other social scientists have become aware of a more flexible and promising alternative for modelling socioeconomic systems; one that, in contrast with neoclassical economics, advocates for the realism of the assumptions, the importance of context and culture, the heterogeneity of agents (individuals or organizations), and the bounded rationality of individuals who behave and learn in multifaceted ways in uncertain environments. The book synthesizes an extensive body of work in the field of social complexity and constructs a unifying framework that allows developing concrete applications to important socioeconomic problems. This one-of-a-kind textbook provides a comprehensive panorama for advanced undergraduates and graduate students who want to become familiar with a wide range of issues related to social complexity. It is also a pioneering text that can support professors who wish to learn techniques and produce research in this novel field. Con los desarrollos recientes en las tecnologías de la computación y el floreciente dinamismo de las ciencias de la complejidad, economistas y otros científicos sociales tienen a su alcance una flexible y prometedora alternativa para la modelación de los sistemas socioeconómicos. Esta metodología, en contraste con la economía neoclásica, aboga por el realismo de los supuestos, la importancia del contexto y la cultura, la heterogeneidad de los agentes (individuos y organizaciones), y la racionalidad acotada de las personas que se comportan y aprenden de maneras muy diversas en entorno con incertidumbre. El libro sintetiza la extensa literatura que existe sobre la complejidad social, y construye un enfoque unificador que permite elaborar aplicaciones concretas con las que abordar importantes problemas socioeconómicos. Se trata de un texto singular dado que presenta un panorama comprensivo del campo de estudio, por lo que puede resultar de sumo interés para estudiante de licenciatura avanzados, y alumnos de posgrado que desean adentrarse en el tema. Asimismo, se trata de un texto pionero de gran utilidad para profesores y analistas interesados en aprender algunas de las técnicas del paradigma de la complejidad social para, de esta forma, aplicarlas en sus tareas de investigación.
Artificial Intelligence Learning And Computation In Economics And Finance
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Author : Ragupathy Venkatachalam
language : en
Publisher: Springer Nature
Release Date : 2023-02-15
Artificial Intelligence Learning And Computation In Economics And Finance written by Ragupathy Venkatachalam and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-15 with Science categories.
This book presents frontier research on the use of computational methods to model complex interactions in economics and finance. Artificial Intelligence, Machine Learning and simulations offer effective means of analyzing and learning from large as well as new types of data. These computational tools have permeated various subfields of economics, finance, and also across different schools of economic thought. Through 16 chapters written by pioneers in economics, finance, computer science, psychology, complexity and statistics/econometrics, the book introduces their original research and presents the findings they have yielded. Theoretical and empirical studies featured in this book draw on a variety of approaches such as agent-based modeling, numerical simulations, computable economics, as well as employing tools from artificial intelligence and machine learning algorithms. The use of computational approaches to perform counterfactual thought experiments are also introduced, which help transcend the limits posed by traditional mathematical and statistical tools. The book also includes discussions on methodology, epistemology, history and issues concerning prediction, validation, and inference, all of which have become pertinent with the increasing use of computational approaches in economic analysis.
Present And Future Of Evolutionary Economics
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Author : Kiichiro Yagi
language : en
Publisher: Springer Nature
Release Date : 2024-09-19
Present And Future Of Evolutionary Economics written by Kiichiro Yagi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-19 with Business & Economics categories.
This edited volume celebrates a quarter-century’s anniversary of the foundation of the Japan Association for Evolutionary Economics (JAFEE) and proposes the future perspectives of evolutionary economics on the grounds of its achievements in Japan. When JAFEE was founded in 1997, hundreds of ambitious non-neo-classical economists gathered in this forum to advance new directions of economic research. Succeeding in 2004, JAFEE launched an international academic journal, Evolutionary and Institutional Economics Review (EIER), which is now published by Springer.Evolutionary economics found rich soil for growth in Japan, where non-orthodox directions in economic theory and historical interest in the past masters’ works occupied a solid portion of economics academism. Evolutionary economics in Japan has grown with the collaboration of non-neoclassical economics including Marxian and post-Keynesian economics, agent-based modeling, complexity studies, comparative economic systems, and studies in industrial evolution. Combining the renovation of classical value theory as the micro-foundation of evolutionary economics is one of its most conspicuous achievements. Experimental methods are also used in the artificial domain, regional studies (community currencies), and other domains. Further, evolutionary ideas stimulated comparative analysis of national economies in the development and system transition. The variety of chapters in this volume reflects the broad perspective and the multiplicity of approaches to evolutionary economics in Japan, which thus stimulates its worldwide advance.
Evolutionary Economics
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Author : Yuji Aruka
language : en
Publisher: Springer Nature
Release Date : 2024-05-09
Evolutionary Economics written by Yuji Aruka and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-09 with Business & Economics categories.
This textbook presents a new way to visualize or imagine the evolutionary architecture of economics, to judge both its practical outcomes and its ultimate value. Evolutionary economics employs an Aristotelian architecture. The cognitive value of this imagination[H1] must be directly relevant to the evolutionary theory and practice of designing the architecture of the economic system. Mainstream economics completely ignores design value in order to concentrate on the ideal, Platonic vision of the economy. The current system is no longer one that converges on a constant entity, because the system is constantly evolving. The advent of the digital economy is an indispensable next step, and computational power and algorithmic rationality are increasingly dominating the economic system—and complicating it. In today’s society, neither fault nor malice matters in the algorithmic or human system. There is little room left for the effective working of human reason. Correspondingly, the meanings of money, exchange, the market system, auctions, production, consumption, and the currency transaction system are poised to change. In most cases, there will be digital counterparts. A smart contract tied together with DLT, for example, makes it possible to design an economically well-behaved peer-to-peer (P2P) system, which ranges from the micromarket to the international currency transaction system. The introduction of this technology and its architectural design may suggest what a truly decentralized future entails. This change may also bring about a new understanding of existing social consensus and practice. Thus, the implementation of these considerations naturally leads to a new style of chapter structuring in this book, from the classical analytical approach to exploring computational methods and digital tools: in many cases, the problems presented in each chapter are combined with discussions of a respective computational method and its practical value.
Japanese Institutionalist Post Keynesians Revisited
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Author : Hiroyasu Uemura
language : en
Publisher: Springer Nature
Release Date : 2023-03-09
Japanese Institutionalist Post Keynesians Revisited written by Hiroyasu Uemura and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-09 with Business & Economics categories.
This is the first book that systematically considers the academic achievements of Japanese institutionalist post-Keynesian economists in the postwar period and argues that we can learn much from their intellectual heritage. Those Japanese economists include the world-renowned figures, Shigeto Tsuru and Hirofumi Uzawa, whose inheritance came from Keynes, Marx, and institutionalism. In the era of globalization after the 1990s, economic inequality and social divide have intensified all over the world. In this situation, the academic achievements of those economists in postwar Japan should be reconsidered for the aim of establishing a new political economy. With this perspective, the book looks at what we can learn from Japanese institutionalist post-Keynesian economists In particular, the essence of research work that each of them developed is identified, focusing on the total image of the economy for contemporary capitalism. Those economists benefited from the diverse legacies of Keynes, Marx, Kalecki and institutionalist economists such as Veblen and Galbraith. When their research is examined systematically, Japanese institutionalist post-Keynesians are commonly characterized as those who developed their institutional analysis of contemporary capitalism with in-depth theoretical and empirical studies, with the aim of establishing their own political economy as the moral science of civil society. These important features provide us with insightful implications for institutional economics in the 21st century.
Agent Based Approaches In Economic And Social Complex Systems
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Author : Akira Namatame
language : en
Publisher: IOS Press
Release Date : 2002
Agent Based Approaches In Economic And Social Complex Systems written by Akira Namatame and has been published by IOS Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002 with Business & Economics categories.
This volume explores the field of artificial intelligence and features in-depth coverage of important theoretical areas including computational organization, computational economics, computational approaches in social science, and game theory. The conception 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 behaviour through interactions.
Empirical Implications Of Theoretical Models In Political Science
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Author : Jim Granato
language : en
Publisher: Cambridge University Press
Release Date : 2021-05-13
Empirical Implications Of Theoretical Models In Political Science written by Jim Granato and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-05-13 with Political Science categories.
Provides a framework to demonstrate how to unify formal, theoretical and empirical analysis through various interdisciplinary examples.
Evolutionary Foundations Of Economic Science
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Author : Yuji Aruka
language : en
Publisher: Springer
Release Date : 2014-10-04
Evolutionary Foundations Of Economic Science written by Yuji Aruka and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-10-04 with Business & Economics categories.
This book aims to discern and distinguish the essential features of basic economic theories and compare them with new theories that have arisen in recent years. The book focuses on seminal economic ideas and theories developed mainly in the 1930s to 1950s because their emergence eventually led to new branches of economics. The book describes an alternative analytical framework spreading through the interdisciplinary fields of socioeconophysics and sociodynamics. The focus is on a set of branching or critical points that separate what has gone before from what has followed. W. Brian Arthur used the term “redomaining” when he referred to technological innovation. In the present volume the author aims to re domain economic theories suited for a new social order. Major technological innovations accompany not only changes in the economy and the market but changes in their meaning as well. In particular, the evolution of trading technology has changed the meaning of the “invisible hand.” At the end of the last century, the advent of socioeconophysics became a decisive factor in the emergence of a new economic science. This emergence has coincided with changes in the implications of the economy and the market, which consequently require a redomaining of economic science. In this new enterprise, the joint efforts of many scientists outside traditional economics have brought brilliant achievements such as power law distribution and network analysis, among others. However, the more diverse the backgrounds of economic scientists, the less integrated the common views among them may be, resulting in a sometimes perplexing potpourri of economic terminology. This book helps to mitigate those differences, shedding light on current alternative economic theories and how they have evolved.