THE ENGINE OF COMPLEXITY EVOLUTION AS COMPUTATION

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The Engine Of Complexity

Author : John E. Mayfield
ISBN : 9780231535281
Genre : Science
File Size : 63.97 MB
Format : PDF, Kindle
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The concepts of evolution and complexity theory have become part of the intellectual ether permeating the life sciences, the social and behavioral sciences, and, more recently, management science and economics. In this book, John E. Mayfield elegantly synthesizes core concepts from multiple disciplines to offer a new approach to understanding how evolution works and how complex organisms, structures, organizations, and social orders can and do arise based on information theory and computational science. Intended for the intellectually adventuresome, this book challenges and rewards readers with a nuanced understanding of evolution and complexity that offers consistent, durable, and coherent explanations for major aspects of our life experiences. Numerous examples throughout the book illustrate evolution and complexity formation in action and highlight the core function of computation lying at the work's heart.
Category: Science

The Engine Of Complexity

Author : John Mayfield
ISBN : 9780231163040
Genre : Science
File Size : 39.58 MB
Format : PDF, ePub, Mobi
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The concepts of evolution and complexity theory have become part of the intellectual ether permeating the life sciences, the social and behavioral sciences, and, more recently, management science and economics. In this book, John E. Mayfield elegantly synthesizes core concepts from multiple disciplines to offer a new approach to understanding how evolution works and how complex organisms, structures, organizations, and social orders can and do arise based on information theory and computational science. Intended for the intellectually adventuresome, this book challenges and rewards readers with a nuanced understanding of evolution and complexity that offers consistent, durable, and coherent explanations for major aspects of our life experiences. Numerous examples throughout the book illustrate evolution and complexity formation in action and highlight the core function of computation lying at the work's heart.
Category: Science

Innovation Evolution And Complexity Theory

Author : Koen Frenken
ISBN : 1781956413
Genre : Business & Economics
File Size : 49.63 MB
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The motivation behind this book is the desire to integrate complexity theory into economic models of technological evolution. By means of developing an evolutionary model of complex technological systems, the book contributes to the neo-Schumpetarian literature on innovation, diffusion and technological paradigms.
Category: Business & Economics

Frontiers Of Complexity

Author : Peter V. Coveney
ISBN : 0449910814
Genre : Science
File Size : 25.5 MB
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A groundbreaking book explores the dynamic, emerging concept of complexity and its relationship to mathematics, physics, biology, and chemistry, and provides an arresting account of how far science has come and what to expect in the rapidly approaching future. Reprint.
Category: Science

Creative Evolutionary Systems

Author : Peter Bentley
ISBN : 9781558606739
Genre : Computers
File Size : 75.17 MB
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Contenu du disque : Audio CD. Data Track; LadyBug; Olivine Trees; The Rake; Grain Streams (Vanishing Point); Force-4; Living Melodies; Soundscape T2. -- CD-ROM. Origine Generative Form Explorer; The Art of Rendering Music from Cellular Automata; An Evolutionary Environment for Interactive Composition; Visual Aesthetic Evolutionary Design Links; Living Melodies (description and demo software); The Cyclic Glade (artwork); Darwin2K open source toolkit for robot simulation and design; GenePool and Darwin software; Extended version of chapter 5; Soundscape Java Demo; Video of Feeping Creatures
Category: Computers

The Origin Of Wealth

Author : Eric D. Beinhocker
ISBN : 157851777X
Genre : Business & Economics
File Size : 53.92 MB
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What is wealth? How is it created? And how can we create more of it for the benefit of individuals, businesses, and societies? In The Origin of Wealth, Eric Beinhocker provides provocative new answers to these fundamental questions. Beinhocker surveys the cutting-edge ideas of economists and scientists and brings their work alive for a broad audience. These researchers, he explains, are revolutionizing economics by showing how the economy is an evolutionary system, much like a biological system. It is economic evolution that creates wealth and has taken us from the Stone Age to the $36.5 trillion global economy of today. By better understanding economic evolution, Beinhocker writes, we can better understand how to create more wealth. The author shows how complexity economics is turning conventional wisdom on its head in areas ranging from business strategy and organizational design to investment strategy and public policy. As sweeping in scope as its title, The Origin of Wealth will rewire our thinking about the workings of the global economy and where it is going.
Category: Business & Economics

Introduction To Evolutionary Computing

Author : A.E. Eiben
ISBN : 9783662448748
Genre : Computers
File Size : 58.93 MB
Format : PDF
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The overall structure of this new edition is three-tier: Part I presents the basics, Part II is concerned with methodological issues, and Part III discusses advanced topics. In the second edition the authors have reorganized the material to focus on problems, how to represent them, and then how to choose and design algorithms for different representations. They also added a chapter on problems, reflecting the overall book focus on problem-solvers, a chapter on parameter tuning, which they combined with the parameter control and "how-to" chapters into a methodological part, and finally a chapter on evolutionary robotics with an outlook on possible exciting developments in this field. The book is suitable for undergraduate and graduate courses in artificial intelligence and computational intelligence, and for self-study by practitioners and researchers engaged with all aspects of bioinspired design and optimization.
Category: Computers

Estimation Of Distribution Algorithms

Author : Pedro Larrañaga
ISBN : 9781461515395
Genre : Computers
File Size : 84.47 MB
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Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation is devoted to a new paradigm for evolutionary computation, named estimation of distribution algorithms (EDAs). This new class of algorithms generalizes genetic algorithms by replacing the crossover and mutation operators with learning and sampling from the probability distribution of the best individuals of the population at each iteration of the algorithm. Working in such a way, the relationships between the variables involved in the problem domain are explicitly and effectively captured and exploited. This text constitutes the first compilation and review of the techniques and applications of this new tool for performing evolutionary computation. Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation is clearly divided into three parts. Part I is dedicated to the foundations of EDAs. In this part, after introducing some probabilistic graphical models - Bayesian and Gaussian networks - a review of existing EDA approaches is presented, as well as some new methods based on more flexible probabilistic graphical models. A mathematical modeling of discrete EDAs is also presented. Part II covers several applications of EDAs in some classical optimization problems: the travelling salesman problem, the job scheduling problem, and the knapsack problem. EDAs are also applied to the optimization of some well-known combinatorial and continuous functions. Part III presents the application of EDAs to solve some problems that arise in the machine learning field: feature subset selection, feature weighting in K-NN classifiers, rule induction, partial abductive inference in Bayesian networks, partitional clustering, and the search for optimal weights in artificial neural networks. Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation is a useful and interesting tool for researchers working in the field of evolutionary computation and for engineers who face real-world optimization problems. This book may also be used by graduate students and researchers in computer science. `... I urge those who are interested in EDAs to study this well-crafted book today.' David E. Goldberg, University of Illinois Champaign-Urbana.
Category: Computers

The Computational Beauty Of Nature

Author : Gary William Flake
ISBN : 0262561271
Genre : Computers
File Size : 76.96 MB
Format : PDF
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Gary William Flake develops in depth the simple idea that recurrent rules can produce rich and complicated behaviors.
Category: Computers

Recent Advances In Simulated Evolution And Learning

Author : K. C. Tan
ISBN : 9789812389527
Genre : Computers
File Size : 83.28 MB
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This book covers the latest advances in the theories, algorithms, and applications of simulated evolution and learning techniques. It provides insights into different evolutionary computation techniques and their applications in domains such as scheduling, control and power, robotics, signal processing, and bioinformatics. The book will be of significant value to all postgraduates, research scientists and practitioners dealing with evolutionary computation or complex real-world problems.
Category: Computers