Artificial Intelligence Through Simulated Evolution

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Publisher :
ISBN 13 :
Total Pages : 192 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Artificial Intelligence Through Simulated Evolution by : Lawrence J. Fogel

Download or read book Artificial Intelligence Through Simulated Evolution written by Lawrence J. Fogel and published by . This book was released on 1966 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligence Through Simulated Evolution

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Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 186 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Intelligence Through Simulated Evolution by : Lawrence J. Fogel

Download or read book Intelligence Through Simulated Evolution written by Lawrence J. Fogel and published by Wiley-Interscience. This book was released on 1999-08-02 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique, one-stop reference to the history, technology, and application of evolutionary programming Evolutionary programming has come a long way since Lawrence Fogel first proposed in 1961 that intelligence could be modeled on the natural process of evolution. Efforts to apply this innovative approach to artificial intelligence have also evolved over the years, and the advent of fast desktop computers capable of solving complex computational problems has spawned an explosion of interest in the field. Offering the unique perspective of one of the inventors of evolutionary programming, this remarkable work traces forty years of developments in the field. Dr. Fogel consolidates a wealth of information and hard-to-find figures from across the literature, providing comprehensive coverage of the evolutionary programming approach to simulated evolution. This includes both an updated, condensed version of his bestselling 1966 work, Artificial Intelligence Through Simulated Evolution (with Owens and Walsh), and a thorough discussion of the history, technology, and methods of machine learning from 1970 to the present. This important resource features clear, up-to-date explanations of how the simulation of evolutionary processes allows machines to learn to solve new problems in new ways. And it helps readers make the leap to generating intelligent systems-extending the discussion to neural networks, fuzzy logic, and genetic algorithms development. Engineers and computer scientists in all areas of machine learning will gain invaluable insight into existing and emerging applications and obtain ample ideas to draw upon in future research.

Artificial Intelligence Through Simulated Evolution. [By] Lawrence J. Fogel ... Alvin J. Owens ... Michael J. Walsh

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Publisher :
ISBN 13 :
Total Pages : 170 pages
Book Rating : 4.:/5 (561 download)

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Book Synopsis Artificial Intelligence Through Simulated Evolution. [By] Lawrence J. Fogel ... Alvin J. Owens ... Michael J. Walsh by : Lawrence Jerome FOGEL

Download or read book Artificial Intelligence Through Simulated Evolution. [By] Lawrence J. Fogel ... Alvin J. Owens ... Michael J. Walsh written by Lawrence Jerome FOGEL and published by . This book was released on 1966 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Recent Advances in Simulated Evolution and Learning

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Publisher : World Scientific
ISBN 13 : 981256179X
Total Pages : 836 pages
Book Rating : 4.8/5 (125 download)

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Book Synopsis Recent Advances in Simulated Evolution and Learning by : K. C. Tan

Download or read book Recent Advances in Simulated Evolution and Learning written by K. C. Tan and published by World Scientific. This book was released on 2004 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inspired by the Darwinian framework of evolution through natural selection and adaptation, the field of evolutionary computation has been growing very rapidly, and is today involved in many diverse application areas. 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. This book has been selected for coverage in: . OCo Index to Scientific & Technical Proceedings (ISTP CDROM version / ISI Proceedings). OCo CC Proceedings OCo Engineering & Physical Sciences. Sample Chapter(s). Chapter 1: Co-Evolutionary Learning in Strategic Environments (231 KB). Contents: Evolutionary Theory: Using Evolution to Learn User Preferences (S Ujjin & P J Bentley); Evolutionary Learning Strategies for Artificial Life Characters (M L Netto et al.); The Influence of Stochastic Quality Functions on Evolutionary Search (B Sendhoff et al.); A Real-Coded Cellular Genetic Algorithm Inspired by PredatorOCoPrey Interactions (X Li & S Sutherland); Automatic Modularization with Speciated Neural Network Ensemble (V R Khare & X Yao); Evolutionary Applications: Image Classification using Particle Swarm Optimization (M G Omran et al.); Evolution of Fuzzy Rule Based Controllers for Dynamic Environments (J Riley & V Ciesielski); A Genetic Algorithm for Joint Optimization of Spare Capacity and Delay in Self-Healing Network (S Kwong & H W Chong); Joint Attention in the Mimetic Context OCo What is a OC Mimetic SameOCO? (T Shiose et al.); Time Series Forecast with Elman Neural Networks and Genetic Algorithms (L X Xu et al.); and other articles. Readership: Upper level undergraduates, graduate students, academics, researchers and industrialists in artificial intelligence, evolutionary computation, fuzzy logic and neural networks."

Evolutionary Computation

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Publisher : John Wiley & Sons
ISBN 13 : 0471749206
Total Pages : 294 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Evolutionary Computation by : David B. Fogel

Download or read book Evolutionary Computation written by David B. Fogel and published by John Wiley & Sons. This book was released on 2006-01-03 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Third Edition provides the latest tools and techniques that enable computers to learn The Third Edition of this internationally acclaimed publication provides the latest theory and techniques for using simulated evolution to achieve machine intelligence. As a leading advocate for evolutionary computation, the author has successfully challenged the traditional notion of artificial intelligence, which essentially programs human knowledge fact by fact, but does not have the capacity to learn or adapt as evolutionary computation does. Readers gain an understanding of the history of evolutionary computation, which provides a foundation for the author's thorough presentation of the latest theories shaping current research. Balancing theory with practice, the author provides readers with the skills they need to apply evolutionary algorithms that can solve many of today's intransigent problems by adapting to new challenges and learning from experience. Several examples are provided that demonstrate how these evolutionary algorithms learn to solve problems. In particular, the author provides a detailed example of how an algorithm is used to evolve strategies for playing chess and checkers. As readers progress through the publication, they gain an increasing appreciation and understanding of the relationship between learning and intelligence. Readers familiar with the previous editions will discover much new and revised material that brings the publication thoroughly up to date with the latest research, including the latest theories and empirical properties of evolutionary computation. The Third Edition also features new knowledge-building aids. Readers will find a host of new and revised examples. New questions at the end of each chapter enable readers to test their knowledge. Intriguing assignments that prepare readers to manage challenges in industry and research have been added to the end of each chapter as well. This is a must-have reference for professionals in computer and electrical engineering; it provides them with the very latest techniques and applications in machine intelligence. With its question sets and assignments, the publication is also recommended as a graduate-level textbook.

System Identification Through Simulated Evolution

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Publisher :
ISBN 13 :
Total Pages : 410 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis System Identification Through Simulated Evolution by : David B. Fogel

Download or read book System Identification Through Simulated Evolution written by David B. Fogel and published by . This book was released on 1991 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Simulated Evolution and Learning

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Publisher : Springer
ISBN 13 : 331968759X
Total Pages : 1041 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Simulated Evolution and Learning by : Yuhui Shi

Download or read book Simulated Evolution and Learning written by Yuhui Shi and published by Springer. This book was released on 2017-11-01 with total page 1041 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th International Conference on Simulated Evolution and Learning, SEAL 2017, held in Shenzhen, China, in November 2017. The 85 papers presented in this volume were carefully reviewed and selected from 145 submissions. They were organized in topical sections named: evolutionary optimisation; evolutionary multiobjective optimisation; evolutionary machine learning; theoretical developments; feature selection and dimensionality reduction; dynamic and uncertain environments; real-world applications; adaptive systems; and swarm intelligence.

Simulated Evolution and Learning

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Publisher : Springer
ISBN 13 : 9783540633990
Total Pages : 238 pages
Book Rating : 4.6/5 (339 download)

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Book Synopsis Simulated Evolution and Learning by : Xin Yao

Download or read book Simulated Evolution and Learning written by Xin Yao and published by Springer. This book was released on 1997-08-06 with total page 238 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-conference documentation of the First Asia-Pacific Conference on Simulated Evolution and Learning, SEAL'96, held in Taejon, Korea, in November 1996. The 23 revised full papers were selected for inclusion in this book on the basis of 2 rounds of reviewing and improvements. Also included are invited papers by John L. Casti and Lawrence J. Fogel. The volume covers a wide range of current topics in simulated evolution and learning e.g. evolutionary optimization, evolutionary learning, artificial life, hybrid evolutionary fuzzy systems, evolutionary artificial neural networks, co-evolution, novel evolutionary approaches to computer tomography image reconstruction, power systems load flow control, and water flow control in cropped soils.

Simulated Evolution and Learning

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Publisher : Springer
ISBN 13 : 3642348599
Total Pages : 512 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Simulated Evolution and Learning by : Lam Thu Bui

Download or read book Simulated Evolution and Learning written by Lam Thu Bui and published by Springer. This book was released on 2012-12-02 with total page 512 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of the 9th International Conference on Simulated Evolution and Learning, SEAL 2012, held in Hanoi, Vietnam, in December 2012. The 50 full papers presented were carefully reviewed and selected from 91 submissions. The papers are organized in topical sections on evolutionary algorithms, theoretical developments, swarm intelligence, data mining, learning methodologies, and real-world applications.

Artificial Intelligence

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Publisher : Taylor & Francis
ISBN 13 : 9780415193344
Total Pages : 576 pages
Book Rating : 4.1/5 (933 download)

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Book Synopsis Artificial Intelligence by : Ronald Chrisley

Download or read book Artificial Intelligence written by Ronald Chrisley and published by Taylor & Francis. This book was released on 2000 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Simulated Evolution and Learning

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Publisher : Springer
ISBN 13 : 3540488731
Total Pages : 478 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Simulated Evolution and Learning by : Bob McKay

Download or read book Simulated Evolution and Learning written by Bob McKay and published by Springer. This book was released on 2003-05-21 with total page 478 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains selected papers presented at the Second Asia-Paci c C- ference on Simulated Evolution and Learning (SEAL’98), from 24 to 27 Nov- ber 1998, in Canberra, Australia. SEAL’98 received a total of 92 submissions (67 papers for the regular sessions and 25 for the applications sessions). All papers were reviewed by three independent reviewers. After review, 62 papers were - cepted for oral presentation and 13 for poster presentation. Some of the accepted papers were selected for inclusion in this volume. SEAL’98 also featured a fully refereed special session on Evolutionary Computation in Power Engineering - ganised by Professor Kit Po Wong and Dr Loi Lei Lai. Two of the ve accepted papers are included in this volume. The papers included in these proceedings cover a wide range of topics in simulated evolution and learning, from self-adaptation to dynamic modelling, from reinforcement learning to agent systems, from evolutionary games to e- lutionary economics, and from novel theoretical results to successful applications, among others. SEAL’98 attracted 94 participants from 14 di erent countries, namely A- tralia, Belgium, Brazil, Germany, Iceland, India, Japan, South Korea, New Z- land, Portugal, Sweden, Taiwan, UK and the USA. It had three distinguished international scientists as keynote speakers, giving talks on natural computation (Hans-Paul Schwefel), reinforcement learning (Richard Sutton), and novel m- els in evolutionary design (John Gero). More information about SEAL’98 is still available at http://www.cs.adfa.edu.au/conference/seal98/.

Handbook On Computational Intelligence (In 2 Volumes)

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Publisher : World Scientific
ISBN 13 : 9814675024
Total Pages : 964 pages
Book Rating : 4.8/5 (146 download)

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Book Synopsis Handbook On Computational Intelligence (In 2 Volumes) by : Angelov Plamen Parvanov

Download or read book Handbook On Computational Intelligence (In 2 Volumes) written by Angelov Plamen Parvanov and published by World Scientific. This book was released on 2016-03-18 with total page 964 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the Internet, the proliferation of Big Data, and autonomous systems, mankind has entered into an era of 'digital obesity'. In this century, computational intelligence, such as thinking machines, have been brought forth to process complex human problems in a wide scope of areas — from social sciences, economics and biology, medicine and social networks, to cyber security.The Handbook of Computational Intelligence (in two volumes) prompts readers to look at these problems from a non-traditional angle. It takes a step by step approach, supported by case studies, to explore the issues that have arisen in the process. The Handbook covers many classic paradigms, as well as recent achievements and future promising developments to solve some of these very complex problems. Volume one explores the subjects of fuzzy logic and systems, artificial neural networks, and learning systems. Volume two delves into evolutionary computation, hybrid systems, as well as the applications of computational intelligence in decision making, the process industry, robotics, and autonomous systems.This work is a 'one-stop-shop' for beginners, as well as an inspirational source for more advanced researchers. It is a useful resource for lecturers and learners alike.

Engineering Tomorrow

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Publisher : Institute of Electrical & Electronics Engineers(IEEE)
ISBN 13 : 9780780353602
Total Pages : 308 pages
Book Rating : 4.3/5 (536 download)

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Book Synopsis Engineering Tomorrow by : Trudy E. Bell

Download or read book Engineering Tomorrow written by Trudy E. Bell and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 2000 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examines several significant devices, techniques, software developments, and systems concerns related to twenty-first century advances in technology; explores technologies that could directly affect individuals and society; and articulates principal issues in some of the largest technology-related challenges facing society.

Computational Intelligence Assisted Design

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Publisher : CRC Press
ISBN 13 : 1351649213
Total Pages : 535 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Computational Intelligence Assisted Design by : Yi Chen

Download or read book Computational Intelligence Assisted Design written by Yi Chen and published by CRC Press. This book was released on 2018-06-19 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Intelligence Assisted Design framework mobilises computational resources, makes use of multiple Computational Intelligence (CI) algorithms and reduces computational costs. This book provides examples of real-world applications of technology. Case studies have been used to show the integration of services, cloud, big data technology and space missions. It focuses on computational modelling of biological and natural intelligent systems, encompassing swarm intelligence, fuzzy systems, artificial neutral networks, artificial immune systems and evolutionary computation. This book provides readers with wide-scale information on CI paradigms and algorithms, inviting readers to implement and problem solve real-world, complex problems within the CI development framework. This implementation framework will enable readers to tackle new problems without difficulty through a few tested MATLAB source codes

Illustrating Evolutionary Computation with Mathematica

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Publisher : Morgan Kaufmann
ISBN 13 : 1558606378
Total Pages : 606 pages
Book Rating : 4.5/5 (586 download)

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Book Synopsis Illustrating Evolutionary Computation with Mathematica by : Christian Jacob

Download or read book Illustrating Evolutionary Computation with Mathematica written by Christian Jacob and published by Morgan Kaufmann. This book was released on 2001 with total page 606 pages. Available in PDF, EPUB and Kindle. Book excerpt: Part 1: Fascinating Evolution -- Part 2: Evolutionary Computation -- Part 3: If Darwin was a Programmer -- Part 4: Evolution of Developmental Programs.

Simulated Evolution and Learning

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Publisher : Springer Science & Business Media
ISBN 13 : 9783540659075
Total Pages : 492 pages
Book Rating : 4.6/5 (59 download)

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Book Synopsis Simulated Evolution and Learning by : Bob McKay

Download or read book Simulated Evolution and Learning written by Bob McKay and published by Springer Science & Business Media. This book was released on 1999-05-26 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-workshop proceedings of the Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL '98, held in Canberra, Australia in November 1998. The 59 revised papers presented were carefully selected during two rounds of reviewing from a total of initially 92 submissions. The book covers a wide range of topics in simulated evolution and learning, from self-adaption to dynamic modelling, from reinforcement learning to agent systems, from evolutionary games to evolutionary economics, from theoretical results to successful applications, etc.

Swarm Intelligence

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Publisher : Morgan Kaufmann
ISBN 13 : 1558605959
Total Pages : 545 pages
Book Rating : 4.5/5 (586 download)

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Book Synopsis Swarm Intelligence by : James Kennedy

Download or read book Swarm Intelligence written by James Kennedy and published by Morgan Kaufmann. This book was released on 2001-03-26 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: A scholarly text on swarm intelligence that argues that intelligent human cognition derives from the interactions of individuals in a social world.