Complex Systems in the Social and Behavioral Sciences PDF Download

Author: L. Douglas Kiel
Publisher:
ISBN: 9780472074884
Category :
Languages : en
Pages : 448

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Book Description
Complexity systems are at the heart of behavior

Author: Allison Burkette
Publisher:
ISBN: 1108424805
Category : Language Arts & Disciplines
Languages : en
Pages : 253

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Book Description
Introduces students to the scientific study of language, using the basic principles of complexity theory.

Author: Alicia Juarrero
Publisher: MIT Press
ISBN: 9780262600477
Category : Psychology
Languages : en
Pages : 306

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Book Description
What is the difference between a wink and a blink? The answer is important not only to philosophers of mind, for significant moral and legal consequences rest on the distinction between voluntary and involuntary behavior. However, "action theory"—the branch of philosophy that has traditionally articulated the boundaries between action and non-action, and between voluntary and involuntary behavior—has been unable to account for the difference. Alicia Juarrero argues that a mistaken, 350-year-old model of cause and explanation—one that takes all causes to be of the push-pull, efficient cause sort, and all explanation to be prooflike—underlies contemporary theories of action. Juarrero then proposes a new framework for conceptualizing causes based on complex adaptive systems. Thinking of causes as dynamical constraints makes bottom-up and top-down causal relations, including those involving intentional causes, suddenly tractable. A different logic for explaining actions—as historical narrative, not inference—follows if one adopts this novel approach to long-standing questions of action and responsibility.

Author: Paul K. Davis
Publisher: John Wiley & Sons
ISBN: 1119484979
Category : Technology & Engineering
Languages : en
Pages : 908

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Book Description
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

Author: Raoul Huys
Publisher: Springer Science & Business Media
ISBN: 3642162614
Category : Mathematics
Languages : en
Pages : 216

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Book Description
Humans engage in a seemingly endless variety of different behaviors, of which some are found across species, while others are conceived of as typically human. Most generally, behavior comes about through the interplay of various constraints – informational, mechanical, neural, metabolic, and so on – operating at multiple scales in space and time. Over the years, consensus has grown in the research community that, rather than investigating behavior only from bottom up, it may be also well understood in terms of concepts and laws on the phenomenological level. Such top down approach is rooted in theories of synergetics and self-organization using tools from nonlinear dynamics. The present compendium brings together scientists from all over the world that have contributed to the development of their respective fields departing from this background. It provides an introduction to deterministic as well as stochastic dynamical systems and contains applications to motor control and coordination, visual perception and illusion, as well as auditory perception in the context of speech and music.

Author: Saurabh Mittal
Publisher: John Wiley & Sons
ISBN: 1119378869
Category : Technology & Engineering
Languages : en
Pages : 416

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Book Description
A comprehensive text that reviews the methods and technologies that explore emergent behavior in complex systems engineering in multidisciplinary fields In Emergent Behavior in Complex Systems Engineering, the authors present the theoretical considerations and the tools required to enable the study of emergent behaviors in manmade systems. Information Technology is key to today’s modern world. Scientific theories introduced in the last five decades can now be realized with the latest computational infrastructure. Modeling and simulation, along with Big Data technologies are at the forefront of such exploration and investigation. The text offers a number of simulation-based methods, technologies, and approaches that are designed to encourage the reader to incorporate simulation technologies to further their understanding of emergent behavior in complex systems. The authors present a resource for those designing, developing, managing, operating, and maintaining systems, including system of systems. The guide is designed to help better detect, analyse, understand, and manage the emergent behaviour inherent in complex systems engineering in order to reap the benefits of innovations and avoid the dangers of unforeseen consequences. This vital resource: Presents coverage of a wide range of simulation technologies Explores the subject of emergence through the lens of Modeling and Simulation (M&S) Offers contributions from authors at the forefront of various related disciplines such as philosophy, science, engineering, sociology, and economics Contains information on the next generation of complex systems engineering Written for researchers, lecturers, and students, Emergent Behavior in Complex Systems Engineering provides an overview of the current discussions on complexity and emergence, and shows how systems engineering methods in general and simulation methods in particular can help in gaining new insights in complex systems engineering.

Author: Christopher G. Hudson
Publisher: Lyceum Books, Incorporated
ISBN: 9780925065636
Category : Adaptability (Psychology)
Languages : en
Pages : 721

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Book Description
"What shapes human behavior? Christopher Hudson approaches this conundrum with an outstanding grasp of the theoretical underpinnings of the human services. In this penetrating new book, Hudson guides us through the common roots of social work and psychology with authority and lucidity to revisit the richness of human experience. Particularly notable for its integrative style, the book offers a comprehensive overview of the many theories that underlie contemporary social work practice, all carefully interpreted through the lens of complex systems theory. Hudson evaluates concepts like deep ecology, chaos theory, consciousness, diversity, and spirituality with clarity and enthusiasm, placing them in historical and theoretical contexts. His incisive review of the work of major thinkers from Comte, Freud, and James, through Vygotsky, Baars, and Varela, will help bring his readers to a more complex view of the human condition. An excellent book for all human services practitioners as well as advanced students of human behavior, Complex Systems and Human Behavior is a comprehensive introduction to complex systems theory and a necessary resource for all who seek a greater understanding of the evolution and foundation of their craft."--Publisher's website.

Author: Christopher G. Hudson
Publisher: Oxford University Press, USA
ISBN: 9780190615772
Category :
Languages : en
Pages : 0

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Book Description
What shapes human behavior? Christopher Hudson approaches this conundrum with an outstanding grasp of the theoretical underpinnings of the human services. In this penetrating new book, Hudson guides us through the common roots of social work and psychology with authority and lucidity to revisit the richness of human experience. Particularly notable for its integrative style, the book offers a comprehensive overview of the many theories that underlie contemporary social work practice, all carefully interpreted through the lens of complex systems theory. Hudson evaluates concepts like deep ecology, chaos theory, consciousness, diversity, and spirituality with clarity and enthusiasm, placing them in historical and theoretical contexts. His incisive review of the work of major thinkers from Comte, Freud, and James, through Vygotsky, Baars, and Varela, will help bring his readers to a more complex view of the human condition. An excellent book for all human services practitioners as well as advanced students of human behavior, Complex Systems and Human Behavior is a comprehensive introduction to complex systems theory and a necessary resource for all who seek a greater understanding of the evolution and foundation of their craft.

Author: Ted Carmichael
Publisher: Springer
ISBN: 3030203093
Category : Technology & Engineering
Languages : en
Pages : 254

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Book Description
​This book emerged out of international conferences organized as part of the AAAI Fall Symposia series, and the Swarmfest 2017 conference. It brings together researchers from diverse fields studying these complex systems using CAS and agent-based modeling tools and techniques. In the past, the knowledge gained in each domain has largely remained exclusive to that domain. By bringing together scholars who study these phenomena, the book takes knowledge from one domain to provide insight into others. Most interesting phenomena in natural and social systems include constant transitions and oscillations among their various phases – wars, companies, societies, markets, and humans rarely stay in a stable, predictable state for long. Randomness, power laws, and human behavior ensure that the future is both unknown and challenging. How do events unfold? When do they take hold? Why do some initial events cause an avalanche while others do not? What characterizes these events? What are the thresholds that differentiate a sea change from a non-event? Complex adaptive systems (CAS) have proven to be a powerful tool for exploring these and other related phenomena. The authors characterize a general CAS model as having a large number of self-similar agents that: 1) utilize one or more levels of feedback; 2) exhibit emergent properties and self-organization; and 3) produce non-linear dynamic behavior. Advances in modeling and computing technology have led not only to a deeper understanding of complex systems in many areas, but they have also raised the possibility that similar fundamental principles may be at work across these systems, even though the underlying principles may manifest themselves differently.

Author: J. A. Scott Kelso
Publisher: MIT Press
ISBN: 9780262611312
Category : Medical
Languages : en
Pages : 368

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Book Description
foreword by Hermann Haken For the past twenty years Scott Kelso's research has focused on extending the physical concepts of self- organization and the mathematical tools of nonlinear dynamics to understand how human beings (and human brains) perceive, intend, learn, control, and coordinate complex behaviors. In this book Kelso proposes a new, general framework within which to connect brain, mind, and behavior.Kelso's prescription for mental life breaks dramatically with the classical computational approach that is still the operative framework for many newer psychological and neurophysiological studies. His core thesis is that the creation and evolution of patterned behavior at all levels--from neurons to mind--is governed by the generic processes of self-organization. Both human brain and behavior are shown to exhibit features of pattern-forming dynamical systems, including multistability, abrupt phase transitions, crises, and intermittency. Dynamic Patterns brings together different aspects of this approach to the study of human behavior, using simple experimental examples and illustrations to convey essential concepts, strategies, and methods, with a minimum of mathematics. Kelso begins with a general account of dynamic pattern formation. He then takes up behavior, focusing initially on identifying pattern-forming instabilities in human sensorimotor coordination. Moving back and forth between theory and experiment, he establishes the notion that the same pattern-forming mechanisms apply regardless of the component parts involved (parts of the body, parts of the nervous system, parts of society) and the medium through which the parts are coupled. Finally, employing the latest techniques to observe spatiotemporal patterns of brain activity, Kelso shows that the human brain is fundamentally a pattern forming dynamical system, poised on the brink of instability. Self-organization thus underlies the cooperative action of neurons that produces human behavior in all its forms.