Applications of Complex Adaptive Systems

Applications of Complex Adaptive Systems
Author: Shan, Yin
Publisher: IGI Global
Total Pages: 352
Release: 2008-02-28
Genre: Computers
ISBN: 1599049635

"This book provides an estimable global view of the most up-to-date research on the strategies, applications, practice, and implications of complex adaptive systems, to better understand the various critical systems that surround human life. Researchers will find this book an indispensable state-of-art reference"--Provided by publisher.

Complex Adaptive Systems

Complex Adaptive Systems
Author: John H. Miller
Publisher: Princeton University Press
Total Pages: 285
Release: 2009-11-28
Genre: Social Science
ISBN: 1400835526

This book provides the first clear, comprehensive, and accessible account of complex adaptive social systems, by two of the field's leading authorities. Such systems--whether political parties, stock markets, or ant colonies--present some of the most intriguing theoretical and practical challenges confronting the social sciences. Engagingly written, and balancing technical detail with intuitive explanations, Complex Adaptive Systems focuses on the key tools and ideas that have emerged in the field since the mid-1990s, as well as the techniques needed to investigate such systems. It provides a detailed introduction to concepts such as emergence, self-organized criticality, automata, networks, diversity, adaptation, and feedback. It also demonstrates how complex adaptive systems can be explored using methods ranging from mathematics to computational models of adaptive agents. John Miller and Scott Page show how to combine ideas from economics, political science, biology, physics, and computer science to illuminate topics in organization, adaptation, decentralization, and robustness. They also demonstrate how the usual extremes used in modeling can be fruitfully transcended.

Adaptation in Natural and Artificial Systems

Adaptation in Natural and Artificial Systems
Author: John H. Holland
Publisher: MIT Press
Total Pages: 236
Release: 1992-04-29
Genre: Psychology
ISBN: 9780262581110

Genetic algorithms are playing an increasingly important role in studies of complex adaptive systems, ranging from adaptive agents in economic theory to the use of machine learning techniques in the design of complex devices such as aircraft turbines and integrated circuits. Adaptation in Natural and Artificial Systems is the book that initiated this field of study, presenting the theoretical foundations and exploring applications. In its most familiar form, adaptation is a biological process, whereby organisms evolve by rearranging genetic material to survive in environments confronting them. In this now classic work, Holland presents a mathematical model that allows for the nonlinearity of such complex interactions. He demonstrates the model's universality by applying it to economics, physiological psychology, game theory, and artificial intelligence and then outlines the way in which this approach modifies the traditional views of mathematical genetics. Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways. Along the way he accounts for major effects of coadaptation and coevolution: the emergence of building blocks, or schemata, that are recombined and passed on to succeeding generations to provide, innovations and improvements.

Social Sustainability, Past and Future

Social Sustainability, Past and Future
Author: Sander van der Leeuw
Publisher: Cambridge University Press
Total Pages: 533
Release: 2020-02-13
Genre: History
ISBN: 1108498698

A novel, integrated approach to understanding long-term human history, viewing it as the long-term evolution of human information-processing. This title is also available as Open Access.

Managing Forests as Complex Adaptive Systems

Managing Forests as Complex Adaptive Systems
Author: Christian C. Messier
Publisher: Routledge
Total Pages: 370
Release: 2013
Genre: Nature
ISBN: 0415519772

The emerging concepts of complexity, complex adaptive system (CAS) and resilience to forest ecology and management are linked in this new book. It explores how these concepts can be applied in various forest biomes of the world with their different ecological, economic and social settings, and history.

Intelligent Complex Adaptive Systems

Intelligent Complex Adaptive Systems
Author: Yang, Ang
Publisher: IGI Global
Total Pages: 380
Release: 2008-03-31
Genre: Computers
ISBN: 1599047195

"This book explores the foundation, history, and theory of intelligent adaptive systems, providing a fundamental resource on topics such as the emergence of intelligent adaptive systems in social sciences, biologically inspired artificial social systems, sensory information processing, as well as the conceptual and methodological issues and approaches to intelligent adaptive systems"--Provided by publisher.

A Framework for Assessing Effects of the Food System

A Framework for Assessing Effects of the Food System
Author: National Research Council
Publisher: National Academies Press
Total Pages: 340
Release: 2015-06-17
Genre: Medical
ISBN: 030930783X

How we produce and consume food has a bigger impact on Americans' well-being than any other human activity. The food industry is the largest sector of our economy; food touches everything from our health to the environment, climate change, economic inequality, and the federal budget. From the earliest developments of agriculture, a major goal has been to attain sufficient foods that provide the energy and the nutrients needed for a healthy, active life. Over time, food production, processing, marketing, and consumption have evolved and become highly complex. The challenges of improving the food system in the 21st century will require systemic approaches that take full account of social, economic, ecological, and evolutionary factors. Policy or business interventions involving a segment of the food system often have consequences beyond the original issue the intervention was meant to address. A Framework for Assessing Effects of the Food System develops an analytical framework for assessing effects associated with the ways in which food is grown, processed, distributed, marketed, retailed, and consumed in the United States. The framework will allow users to recognize effects across the full food system, consider all domains and dimensions of effects, account for systems dynamics and complexities, and choose appropriate methods for analysis. This report provides example applications of the framework based on complex questions that are currently under debate: consumption of a healthy and safe diet, food security, animal welfare, and preserving the environment and its resources. A Framework for Assessing Effects of the Food System describes the U.S. food system and provides a brief history of its evolution into the current system. This report identifies some of the real and potential implications of the current system in terms of its health, environmental, and socioeconomic effects along with a sense for the complexities of the system, potential metrics, and some of the data needs that are required to assess the effects. The overview of the food system and the framework described in this report will be an essential resource for decision makers, researchers, and others to examine the possible impacts of alternative policies or agricultural or food processing practices.

Society-- a Complex Adaptive System

Society-- a Complex Adaptive System
Author: Walter Frederick Buckley
Publisher: Taylor & Francis
Total Pages: 330
Release: 1998
Genre: Social Science
ISBN: 9789057005374

First Published in 1998. Routledge is an imprint of Taylor & Francis, an informa company.

A Complexity Approach to Sustainability

A Complexity Approach to Sustainability
Author: Angela Espinosa
Publisher: World Scientific
Total Pages: 390
Release: 2011
Genre: Business & Economics
ISBN: 1848165277

A major challenge of our times is to understand and manage the increasing complexity of socio-economic reality. This has immediate relevance for sustainable development. The impact of recent contributions from systems and complexity sciences in addressing this issue has not filtered down into effective practice ? notably, there remain problems caused by the legacy of competing paradigms and the application of their associated methodologies. This book argues the urgency for the application of analytical tools that embody the principles of complexity management. The authors describe a theoretical framework based on complexity science with a focus on organisational and second order cybernetics, one that presents a powerful new insight into the concept of sustainability. The book also describes actual applications of the ideas in the area of organisational, societal and environmental management, and reflects upon the impact of such an approach on current practice.