Theories And Simulations Of Complex Social Systems

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Theories and Simulations of Complex Social Systems

Author : Vahid Dabbaghian
Publisher : Springer Science & Business Media
ISBN 13 : 3642391494
Total Pages : 204 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Theories and Simulations of Complex Social Systems by : Vahid Dabbaghian

Download or read book Theories and Simulations of Complex Social Systems written by Vahid Dabbaghian and published by Springer Science & Business Media. This book was released on 2013-10-27 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research into social systems is challenging due to their complex nature. Traditional methods of analysis are often difficult to apply effectively as theories evolve over time. This can be due to a lack of appropriate data, or too much uncertainty. It can also be the result of problems which are not yet understood well enough in the general sense so that they can be classified, and an appropriate solution quickly identified. Simulation is one tool that deals well with these challenges, fits in well with the deductive process, and is useful for testing theory. This field is still relatively new, and much of the work is necessarily innovative, although it builds upon a rich and varied foundation. There are a number of existing modelling paradigms being applied to complex social systems research. Additionally, new methods and measures are being devised through the process of conducting research. We expect that readers will enjoy the collection of high quality research works from new and accomplished researchers.

Simulation of Complex Systems

Author : Aykut Argun
Publisher :
ISBN 13 : 9780750338431
Total Pages : 0 pages
Book Rating : 4.3/5 (384 download)

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Book Synopsis Simulation of Complex Systems by : Aykut Argun

Download or read book Simulation of Complex Systems written by Aykut Argun and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book deals with the most fundamental and essential techniques to simulate complex systems, from the dynamics of molecules to the spreading of diseases, from optimization using ant colonies to the simulation of the Game of Life.

Social Self-Organization

Author : Dirk Helbing
Publisher : Springer
ISBN 13 : 3642240046
Total Pages : 341 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Social Self-Organization by : Dirk Helbing

Download or read book Social Self-Organization written by Dirk Helbing and published by Springer. This book was released on 2012-05-05 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are the principles that keep our society together? This question is even more difficult to answer than the long-standing question, what are the forces that keep our world together. However, the social challenges of humanity in the 21st century ranging from the financial crises to the impacts of globalization, require us to make fast progress in our understanding of how society works, and how our future can be managed in a resilient and sustainable way. This book can present only a few very first steps towards this ambitious goal. However, based on simple models of social interactions, one can already gain some surprising insights into the social, ``macro-level'' outcomes and dynamics that is implied by individual, ``micro-level'' interactions. Depending on the nature of these interactions, they may imply the spontaneous formation of social conventions or the birth of social cooperation, but also their sudden breakdown. This can end in deadly crowd disasters or tragedies of the commons (such as financial crises or environmental destruction). Furthermore, we demonstrate that classical modeling approaches (such as representative agent models) do not provide a sufficient understanding of the self-organization in social systems resulting from individual interactions. The consideration of randomness, spatial or network interdependencies, and nonlinear feedback effects turns out to be crucial to get fundamental insights into how social patterns and dynamics emerge. Given the explanation of sometimes counter-intuitive phenomena resulting from these features and their combination, our evolutionary modeling approach appears to be powerful and insightful. The chapters of this book range from a discussion of the modeling strategy for socio-economic systems over experimental issues up the right way of doing agent-based modeling. We furthermore discuss applications ranging from pedestrian and crowd dynamics over opinion formation, coordination, and cooperation up to conflict, and also address the response to information, issues of systemic risks in society and economics, and new approaches to manage complexity in socio-economic systems. Selected parts of this book had been previously published in peer reviewed journals.

Complex Social Systems in Dynamic Environments

Author : Svetlana G. Maximova
Publisher :
ISBN 13 : 9783031238574
Total Pages : 0 pages
Book Rating : 4.2/5 (385 download)

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Book Synopsis Complex Social Systems in Dynamic Environments by : Svetlana G. Maximova

Download or read book Complex Social Systems in Dynamic Environments written by Svetlana G. Maximova and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book considers social systems as self-organizing structures that reproduce new structural elements endowed with certain functional connections. The authors analyze innovative processes in social systems, leading to the sustainable convergence of knowledge and the emergence of technologies that improve the level of material well-being in society. The book summarizes research results in the field of digitalization and reveals deep connections with social problems. In addition, the book presents a whole array of innovative research on social systems management and the application of knowledge and intelligence to the solution of social problems. The contributing scholars and practitioners reflect on various types of social systems and assess the influence of disruptive factors from natural and coupled human-natural environments, discussing possible mechanisms for their neutralization. Sustainable development of social systems is among the most important tasks facing the contemporary world. The contributed book highlights challenges to the sustainability of social systems, draws sociotechnical images of the future world order generated by the rapid development of intellectual technologies, and critically analyzes promising concepts for more sustainable social future. Among the discussed topics in the book are social governance, digital economy, technological landscapes, social systems modeling and simulation, cyber-social systems, knowledge-based innovation systems, complex processes in social systems, institutional arrangements, and other advancing research areas. The high-quality and original studies presented in the book appeal to those interested in broadening their perspectives on complexity science, complex social systems research, complex systems management, advanced technological development in social systems, etc. Since the book is rich with well-thought theories, advanced research approaches, and interdisciplinary research results, it becomes a great source of new ideas and insights on complex social systems.

Social-Behavioral Modeling for Complex Systems

Author : Paul K. Davis
Publisher : John Wiley & Sons
ISBN 13 : 1119484987
Total Pages : 992 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis Social-Behavioral Modeling for Complex Systems by : Paul K. Davis

Download or read book Social-Behavioral Modeling for Complex Systems written by Paul K. Davis and published by John Wiley & Sons. This book was released on 2019-03-13 with total page 992 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume describes frontiers in social-behavioral modeling for contexts as diverse as national security, health, and on-line social gaming. Recent scientific and technological advances have created exciting opportunities for such improvements. However, the book also identifies crucial scientific, ethical, and cultural challenges to be met if social-behavioral modeling is to achieve its potential. Doing so will require new methods, data sources, and technology. The volume discusses these, including those needed to achieve and maintain high standards of ethics and privacy. The result should be a new generation of modeling that will advance science and, separately, aid decision-making on major social and security-related subjects despite the myriad uncertainties and complexities of social phenomena. Intended to be relatively comprehensive in scope, the volume balances theory-driven, data-driven, and hybrid approaches. The latter may be rapidly iterative, as when artificial-intelligence methods are coupled with theory-driven insights to build models that are sound, comprehensible and usable in new situations. With the intent of being a milestone document that sketches a research agenda for the next decade, the volume draws on the wisdom, ideas and suggestions of many noted researchers who draw in turn from anthropology, communications, complexity science, computer science, defense planning, economics, engineering, health systems, medicine, neuroscience, physics, political science, psychology, public policy and sociology. In brief, the volume discusses: Cutting-edge challenges and opportunities in modeling for social and behavioral science Special requirements for achieving high standards of privacy and ethics New approaches for developing theory while exploiting both empirical and computational data Issues of reproducibility, communication, explanation, and validation Special requirements for models intended to inform decision making about complex social systems

Complex Social and Behavioral Systems

Author : Marilda Sotomayor
Publisher : Springer
ISBN 13 : 9781071603697
Total Pages : 939 pages
Book Rating : 4.6/5 (36 download)

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Book Synopsis Complex Social and Behavioral Systems by : Marilda Sotomayor

Download or read book Complex Social and Behavioral Systems written by Marilda Sotomayor and published by Springer. This book was released on 2020-08-22 with total page 939 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume in the Encyclopedia of Complexity and Systems Science, Second Edition, combines the main features of Game Theory, covering most of the fundamental theoretical aspects under the cooperative and non-cooperative approaches, with the procedures of Agent-Based Modeling for studying complex systems composed of a large number of interacting entities with many degrees of freedom. In Game Theory, the cooperative approach focuses on the possible outcomes of the decision-makers’ interaction by abstracting from the "rational" actions or decisions that may lead to these outcomes. The non-cooperative approach focuses on the actions that the decision-makers can take. As John von Neumann and Oskar Morgenstern argued in their path-breaking book of 1944 entitled Theory of Games and Economic Behavior, most economic questions should be analyzed as games. The models of game theory are abstract representations of a number of real-life situations and have applications to economics, political science, computer science, evolutionary biology, social psychology, and law among others. Agent-Based Modeling (ABM) is a relatively new computational modeling paradigm which aims to construct the computational counterpart of a conceptual model of the system under study on the basis of discrete entities (i.e., the agent) with some properties and behavioral rules, and then to simulate them in a computer to mimic the real phenomena. Given the relative immaturity of this modeling paradigm, and the broad spectrum of disciplines in which it is applied, a clear cut and widely accepted definition of high level concepts of agents, environment, interactions and so on, is still lacking. This volume explores the state-of-the-art in the development of a real ABM ontology to address the epistemological issues related to this emerging paradigm for modeling complex systems.

Modeling Complex Living Systems

Author : N. Bellomo
Publisher : Springer Science & Business Media
ISBN 13 : 0817645101
Total Pages : 229 pages
Book Rating : 4.8/5 (176 download)

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Book Synopsis Modeling Complex Living Systems by : N. Bellomo

Download or read book Modeling Complex Living Systems written by N. Bellomo and published by Springer Science & Business Media. This book was released on 2008 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Develops different mathematical methods and tools to model living systems. This book presents material that can be used in such real-world applications as immunology, transportation engineering, and economics. It is of interest to those involved in modeling complex social systems and living matter in general.

The Emerging Consensus in Social Systems Theory

Author : Kenneth C. Bausch
Publisher : Springer Science & Business Media
ISBN 13 : 1461512638
Total Pages : 419 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis The Emerging Consensus in Social Systems Theory by : Kenneth C. Bausch

Download or read book The Emerging Consensus in Social Systems Theory written by Kenneth C. Bausch and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 419 pages. Available in PDF, EPUB and Kindle. Book excerpt: In The Emerging Consensus of Social Systems Theory Bausch summarizes the works of over 30 major systemic theorists. He then goes on to show the converging areas of consensus among these out-standing thinkers. Bausch categorizes the social aspects of current systemic thinking as falling into five broadly thematic areas: designing social systems, the structure of the social world, communication, cognition and epistemology. These five areas are foundational for a theoretic and practical systemic synthesis. They were topics of contention in a historic debate between Habermas and Luhmann in the early 1970's. They continue to be contentious topics within the study of social philosophy. Since the 1970's, systemic thinking has taken great strides in the areas of mathematics, physics, biology, psychology, and sociology. This book presents a spectrum of those theoretical advances. It synthesizes what various strains of contemporary systems science have to say about social processes and assesses the quality of the resulting integrated explanations. Bausch gives a detailed study of the works of many present-day systems theorists, both in general terms, and with regard to social processes. He then creates and validates integrated representations of their thoughts with respect to his own thematic classifications. He provides a background of systemic thinking from an historical context, as well as detailed studies of developments in sociological, cognitive and evolutionary theory. This book presents a coherent, dynamic model of a self-organizing world. It proposes a creative and ethical method of decision-making and design. It makes explicit the relations between structure and process in the realms of knowledge and being. The new methodology that evolves in this book allows us to deal with enormous complexity, and to relate ideas so as to draw out previously unsuspected conclusions and syntheses. Therein lies the elegance and utility of this model.

Complex Systems and Society

Author : Nicola Bellomo
Publisher : Springer Science & Business Media
ISBN 13 : 1461472423
Total Pages : 90 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Complex Systems and Society by : Nicola Bellomo

Download or read book Complex Systems and Society written by Nicola Bellomo and published by Springer Science & Business Media. This book was released on 2013-05-24 with total page 90 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work aims to foster the interdisciplinary dialogue between mathematicians and socio-economic scientists. Interaction among scholars and practitioners traditionally coming from different research areas is necessary more than ever in order to better understand many real-world problems we face today. On the one hand, mathematicians need economists and social scientists to better address the methodologies they design in a more realistic way; on the other hand, economists and social scientists need to be aware of sound mathematical modelling tools in order to understand and, ultimately, solve the complex problems they encounter in their research. With this goal in mind, this work is designed to take into account a multidisciplinary approach that will encourage the transfer of knowledge, ideas, and methodology from one discipline to the other. In particular, the work has three main themes: Demystifying and unravelling complex systems; Introducing models of individual behaviours in the social and economic sciences; Modelling socio-economic sciences as complex living systems. Specific tools examined in the work include a recently developed modelling approach using stochastic game theory within the framework of statistical mechanics and progressing up to modeling Darwinian evolution. Special attention is also devoted to social network theory as a fundamental instrument for the understanding of socio-economic systems.

The Dynamics and Evolution of Social Systems

Author : Jürgen Klüver
Publisher : Springer Science & Business Media
ISBN 13 : 9401595704
Total Pages : 297 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis The Dynamics and Evolution of Social Systems by : Jürgen Klüver

Download or read book The Dynamics and Evolution of Social Systems written by Jürgen Klüver and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: When I started with this book several years ago I originally intended to write an introduction to mathematical systems theory for social scientists. Yet the more I thought about systems theory on the one side and theoretical sociology on the other the more I became convinced that the classical mathematical tools are not very well suited for the problems of sociology. Then I became acquainted with the researches on complex systems by the Santa Fe Institute and in particular with cellular automata, Boolean networks and genetic algorithms. These mathematically very simple but extremely efficient tools are, in my opinion, very well appropriate for modeling social dynamics. Therefore I tried to reformulate several classical problems of theoretical sociology in terms of these formal systems and outline new possibilities for a mathematical sociology which is able to join immediately on the great traditions of theoretical sociology. The result is this book; whether I succeeded with it is of course up to the readers. As the readers will perceive, the book could not have been written by me alone but only by the joint labors of the computer group at the Interdisciplinary Center of Research in Higher Education at the University of Essen. The members of the group, Christina Stoica, Jom Schmidt and Ralph Kier, are named in several subchapters as co-authors. Yet even more important than their contributions to this book were the permanent discussions with them and their patience with my new and very speculative ideas. Many thanks.

Microeconomics of Interactive Economies

Author : Wolfram Elsner
Publisher : Edward Elgar Publishing
ISBN 13 : 1781953406
Total Pages : 267 pages
Book Rating : 4.7/5 (819 download)

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Book Synopsis Microeconomics of Interactive Economies by : Wolfram Elsner

Download or read book Microeconomics of Interactive Economies written by Wolfram Elsner and published by Edward Elgar Publishing. This book was released on 2012-01-01 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: A 'Non-Toxic' Intermediate Textbook 'Here, at last, we have the ideal textbook for microeconomics from an evolutionary and institutional perspective. Wolfram Elsner does nothing less than reconstruct the principles of microeconomics for a world of interactive business networks, change and innovation, crisis and uncertainty, as well as coordination problems and cooperative joint ventures. The publication of this book is a landmark event in microeconomics.' – Phillip A. O'Hara, Curtin University of Technology, Perth, Australia and President-Elect of AFEE, 2012 'This microeconomics textbook by Wolfram Elsner provides a timely alternative for understanding the micro roots of uncertainty, complexity and crisis. The evolutionary and institutional perspective sheds new light on contemporary issues such as clusters, networks, innovation and coordination. By reading this textbook, teachers, students and practitioners will open their minds to new economic thinking.' – Ping Chen, Peking University, Beijing, Fudan University, Shanghai, China and author of Economic Complexity and Equilibrium Illusion This thorough reconstruction of microeconomics 'post-2008' provides economic students with a new way of real-world understanding and strategic qualification that will be better appreciated by their future employers and any professional practice. It will prove essential for economic students and other social science programs at a graduate level. This accessible and engaging textbook includes: • A survey of the most famous core models of modern microeconomics including the neoclassical approach and its heterodox critiques – Sraffian, Institutionalist, Post-Keynesian and Mirowskian • An introduction to complexity thinking in economics • An introduction to game theory • An introduction to the methods of complex computer simulation • An introduction to strategic behavior • An newly integrated approach to real-world and complexity economics, rather than focusing on neoclassical ('perfect') market equilibrium 'plus a thousand recent extra things on top'. See the companion website – www.microeconomics.us – for teaching material, readings, exams and as a general guide to explore issues raised in the book.

Simulating Social Complexity

Author : Bruce Edmonds
Publisher : Springer
ISBN 13 : 3540938133
Total Pages : 745 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Simulating Social Complexity by : Bruce Edmonds

Download or read book Simulating Social Complexity written by Bruce Edmonds and published by Springer. This book was released on 2013-04-04 with total page 745 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social systems are among the most complex known. This poses particular problems for those who wish to understand them. The complexity often makes analytic approaches infeasible and natural language approaches inadequate for relating intricate cause and effect. However, individual- and agent-based computational approaches hold out the possibility of new and deeper understanding of such systems. Simulating Social Complexity examines all aspects of using agent- or individual-based simulation. This approach represents systems as individual elements having each their own set of differing states and internal processes. The interactions between elements in the simulation represent interactions in the target systems. What makes these elements "social" is that they are usefully interpretable as interacting elements of an observed society. In this, the focus is on human society, but can be extended to include social animals or artificial agents where such work enhances our understanding of human society. The phenomena of interest then result (emerge) from the dynamics of the interaction of social actors in an essential way and are usually not easily simplifiable by, for example, considering only representative actors. The introduction of accessible agent-based modelling allows the representation of social complexity in a more natural and direct manner than previous techniques. In particular, it is no longer necessary to distort a model with the introduction of overly strong assumptions simply in order to obtain analytic tractability. This makes agent-based modelling relatively accessible to a range of scientists. The outcomes of such models can be displayed and animated in ways that also make them more interpretable by experts and stakeholders. This handbook is intended to help in the process of maturation of this new field. It brings together, through the collaborative effort of many leading researchers, summaries of the best thinking and practice in this area and constitutes a reference point for standards against which future methodological advances are judged. This book will help those entering into the field to avoid "reinventing the wheel" each time, but it will also help those already in the field by providing accessible overviews of current thought. The material is divided into four sections: Introductory, Methodology, Mechanisms, and Applications. Each chapter starts with a very brief section called ‘Why read this chapter?’ followed by an abstract, which summarizes the content of the chapter. Each chapter also ends with a section of ‘Further Reading’ briefly describing three to eight items that a newcomer might read next.

Innovation in Complex Social Systems

Author : Petra Ahrweiler
Publisher :
ISBN 13 : 9780415632362
Total Pages : 0 pages
Book Rating : 4.6/5 (323 download)

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Book Synopsis Innovation in Complex Social Systems by : Petra Ahrweiler

Download or read book Innovation in Complex Social Systems written by Petra Ahrweiler and published by . This book was released on 2013-10-18 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book now has something new to say about innovation analysing it in complex social systems while making innovation understandable and tractable using tools such as computational network analysis and agent-based simulation.

Simulation For The Social Scientist

Author : Gilbert, Nigel
Publisher : McGraw-Hill Education (UK)
ISBN 13 : 0335216005
Total Pages : 309 pages
Book Rating : 4.3/5 (352 download)

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Book Synopsis Simulation For The Social Scientist by : Gilbert, Nigel

Download or read book Simulation For The Social Scientist written by Gilbert, Nigel and published by McGraw-Hill Education (UK). This book was released on 2005-02-01 with total page 309 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social sciences -- Simulation methods. Social interaction -- Computer simulation. Social sciences -- Mathematical models. (publisher)

Complex Systems in the Social and Behavioral Sciences

Author : L. Douglas Kiel
Publisher : University of Michigan Press
ISBN 13 : 0472128922
Total Pages : 371 pages
Book Rating : 4.4/5 (721 download)

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Book Synopsis Complex Systems in the Social and Behavioral Sciences by : L. Douglas Kiel

Download or read book Complex Systems in the Social and Behavioral Sciences written by L. Douglas Kiel and published by University of Michigan Press. This book was released on 2021-06-22 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complexity Systems in the Social and Behavioral Sciences provides a sophisticated yet accessible account of complexity science or complex systems research. Phenomena in the behavioral, social, and hard sciences all exhibit certain important similarities consistent with complex systems. These include the concept of emergence, sensitivity to initial conditions, and interactions between agents in a system that yield unanticipated, nonlinear outcomes. The topics discussed range from the implications for artificial intelligence and computing to questions about how to model complex systems through agent-based modeling, to complex phenomena exhibited in international relations, and in organizational behavior. This volume will be an invaluable addition for both the general reader and the specialist, offering new insights into this fascinating area of research.

Complexity and Planning

Author : Gert de Roo
Publisher : Routledge
ISBN 13 : 1317162757
Total Pages : 494 pages
Book Rating : 4.3/5 (171 download)

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Book Synopsis Complexity and Planning by : Gert de Roo

Download or read book Complexity and Planning written by Gert de Roo and published by Routledge. This book was released on 2016-05-23 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complexity, complex systems and complexity theories are becoming increasingly important within a variety disciplines. While these issues are less well known within the discipline of spatial planning, there has been a recent growing awareness and interest. As planners grapple with how to consider the vagaries of the real world when putting together proposals for future development, they question how complexity, complex systems and complexity theories might prove useful with regard to spatial planning and the physical environment. This book provides a readable overview, presenting and relating a range of understandings and characteristics of complexity and complex systems as they are relevant to planning. It recognizes multiple, relational approaches of dynamic complexity which enhance understandings of, and facilitate working with, contingencies of place, time and the various participants' behaviours. In doing so, it should contribute to a better understanding of processes with regard to our physical and social worlds.

Complex Systems in the Social and Behavioral Sciences

Author : L. Douglas Kiel
Publisher : University of Michigan Press
ISBN 13 : 9780472054886
Total Pages : 0 pages
Book Rating : 4.0/5 (548 download)

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Book Synopsis Complex Systems in the Social and Behavioral Sciences by : L. Douglas Kiel

Download or read book Complex Systems in the Social and Behavioral Sciences written by L. Douglas Kiel and published by University of Michigan Press. This book was released on 2021-06-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complexity Systems in the Social and Behavioral Sciences provides a sophisticated yet accessible account of complexity science or complex systems research. Phenomena in the behavioral, social, and hard sciences all exhibit certain important similarities consistent with complex systems. These include the concept of emergence, sensitivity to initial conditions, and interactions between agents in a system that yield unanticipated, nonlinear outcomes. The topics discussed range from the implications for artificial intelligence and computing to questions about how to model complex systems through agent-based modeling, to complex phenomena exhibited in international relations, and in organizational behavior. This volume will be an invaluable addition for both the general reader and the specialist, offering new insights into this fascinating area of research.