recent-advances-in-simulated-evolution-and-learning

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Recent Advances In Simulated Evolution And Learning

Author : Kay Chen Tan
Publisher : World Scientific
ISBN 13 : 9814482064
Total Pages : 836 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Recent Advances In Simulated Evolution And Learning by : Kay Chen Tan

Download or read book Recent Advances In Simulated Evolution And Learning written by Kay Chen Tan and published by World Scientific. This book was released on 2004-08-26 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:• Index to Scientific & Technical Proceedings (ISTP CDROM version / ISI Proceedings)• CC Proceedings — Engineering & Physical Sciences

Recent Advances in Simulated Evolution and Learning

Author : K. C. Tan
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."

Simulated Evolution and Learning

Author : Grant Dick
Publisher : Springer
ISBN 13 : 3319135635
Total Pages : 862 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Simulated Evolution and Learning by : Grant Dick

Download or read book Simulated Evolution and Learning written by Grant Dick and published by Springer. This book was released on 2014-11-11 with total page 862 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of the 10th International Conference on Simulated Evolution and Learning, SEAL 2012, held in Dunedin, New Zealand, in December 2014. The 42 full papers and 29 short papers presented were carefully reviewed and selected from 109 submissions. The papers are organized in topical sections on evolutionary optimization; evolutionary multi-objective optimization; evolutionary machine learning; theoretical developments; evolutionary feature reduction; evolutionary scheduling and combinatorial optimization; real world applications and evolutionary image analysis.

Simulated Evolution and Learning

Author : Bob McKay
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/.

Simulated Evolution and Learning

Author : Tzai-Der Wang
Publisher : Springer
ISBN 13 : 3540473327
Total Pages : 940 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Simulated Evolution and Learning by : Tzai-Der Wang

Download or read book Simulated Evolution and Learning written by Tzai-Der Wang and published by Springer. This book was released on 2006-10-12 with total page 940 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 6th International Conference on Simulated Evolution and Learning, SEAL 2006, held in Hefei, China in October 2006. The 117 revised full papers presented were carefully reviewed and selected from 420 submissions.

Simulated Evolution and Learning

Author : Xiaodong Li
Publisher : Springer
ISBN 13 : 3540896945
Total Pages : 658 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Simulated Evolution and Learning by : Xiaodong Li

Download or read book Simulated Evolution and Learning written by Xiaodong Li and published by Springer. This book was released on 2008-12-11 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: This LNCS volume contains the papers presented at SEAL 2008, the 7th Int- nationalConference on Simulated Evolutionand Learning,held December 7–10, 2008, in Melbourne, Australia. SEAL is a prestigious international conference series in evolutionary computation and learning. This biennial event was ?rst held in Seoul, Korea, in 1996, and then in Canberra, Australia (1998), Nagoya, Japan (2000), Singapore (2002), Busan, Korea (2004), and Hefei, China (2006). SEAL 2008 received 140 paper submissions from more than 30 countries. After a rigorous peer-review process involving at least 3 reviews for each paper (i.e., over 420 reviews in total), the best 65 papers were selected to be presented at the conference and included in this volume, resulting in an acceptance rate of about 46%. The papers included in this volume cover a wide range of topics in simulated evolution and learning: from evolutionarylearning to evolutionary optimization, from hybrid systems to adaptive systems, from theoretical issues to real-world applications. They represent some of the latest and best research in simulated evolution and learning in the world.

Recent Advances in Evolutionary Multi-objective Optimization

Author : Slim Bechikh
Publisher : Springer
ISBN 13 : 3319429787
Total Pages : 179 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Recent Advances in Evolutionary Multi-objective Optimization by : Slim Bechikh

Download or read book Recent Advances in Evolutionary Multi-objective Optimization written by Slim Bechikh and published by Springer. This book was released on 2016-08-09 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the most recent advances in the field of evolutionary multiobjective optimization. With the aim of drawing the attention of up-and coming scientists towards exciting prospects at the forefront of computational intelligence, the authors have made an effort to ensure that the ideas conveyed herein are accessible to the widest audience. The book begins with a summary of the basic concepts in multi-objective optimization. This is followed by brief discussions on various algorithms that have been proposed over the years for solving such problems, ranging from classical (mathematical) approaches to sophisticated evolutionary ones that are capable of seamlessly tackling practical challenges such as non-convexity, multi-modality, the presence of multiple constraints, etc. Thereafter, some of the key emerging aspects that are likely to shape future research directions in the field are presented. These include: optimization in dynamic environments, multi-objective bilevel programming, handling high dimensionality under many objectives, and evolutionary multitasking. In addition to theory and methodology, this book describes several real-world applications from various domains, which will expose the readers to the versatility of evolutionary multi-objective optimization.

Advances in Natural Computation

Author : Lipo Wang
Publisher : Springer
ISBN 13 : 3540318631
Total Pages : 1326 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advances in Natural Computation by : Lipo Wang

Download or read book Advances in Natural Computation written by Lipo Wang and published by Springer. This book was released on 2005-08-25 with total page 1326 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book and its sister volumes, i.e., LNCS vols. 3610, 3611, and 3612, are the proceedings of the 1st International Conference on Natural Computation (ICNC 2005), jointly held with the 2nd International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2005, LNAI vols. 3613 and 3614) from 27 to 29 August 2005 in Changsha, Hunan, China.

Recent Advances in Intelligent Paradigms and Applications

Author : Ajith Abraham
Publisher : Springer Science & Business Media
ISBN 13 : 9783790815382
Total Pages : 296 pages
Book Rating : 4.8/5 (153 download)

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Book Synopsis Recent Advances in Intelligent Paradigms and Applications by : Ajith Abraham

Download or read book Recent Advances in Intelligent Paradigms and Applications written by Ajith Abraham and published by Springer Science & Business Media. This book was released on 2002-11-26 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital systems that bring together the computing capacity for processing large bodies of information with the human cognitive capability are called intelligent systems. Building these systems has become one of the great goals of modem technology. This goal has both intellectual and economic incentives. The need for such intelligent systems has become more intense in the face of the global connectivity of the internet. There has become an almost insatiable requirement for instantaneous information and decision brought about by this confluence of computing and communication. This requirement can only be satisfied by the construction of innovative intelligent systems. A second and perhaps an even more significant development is the great advances being made in genetics and related areas of biotechnology. Future developments in biotechnology may open the possibility for the development of a true human-silicon interaction at the micro level, neural and cellular, bringing about a need for "intelligent" systems. What is needed to further the development of intelligent systems are tools to enable the representation of human cognition in a manner that allows formal manipulation. The idea of developing such an algebra goes back to Leibniz in the 17th century with his dream of a calculus ratiocinator. It wasn't until two hundred years later beginning with the work of Boole, Cantor and Frege that a formal mathematical logic for modeling human reasoning was developed. The introduction of the modem digital computer during the Second World War by von Neumann and others was a culmination of this intellectual trend.

Simulated Evolution and Learning

Author : Lam Thu Bui
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.

Advances in Natural Computation

Author : Licheng Jiao
Publisher : Springer
ISBN 13 : 354045909X
Total Pages : 1037 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Advances in Natural Computation by : Licheng Jiao

Download or read book Advances in Natural Computation written by Licheng Jiao and published by Springer. This book was released on 2006-09-28 with total page 1037 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is volume II of the proceedings of the Second International Conference on Natural Computation, ICNC 2006. After a demanding review process 168 carefully revised full papers and 86 revised short papers were selected from 1915 submissions for presentation in two volumes. The 124 papers in the second volume are organized in topical sections on additional topics in natural computation, natural computation techniques applications, hardware, and cross-disciplinary topics.

Recent Advances in Computational Intelligence in Defense and Security

Author : Rami Abielmona
Publisher : Springer
ISBN 13 : 3319264508
Total Pages : 752 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Recent Advances in Computational Intelligence in Defense and Security by : Rami Abielmona

Download or read book Recent Advances in Computational Intelligence in Defense and Security written by Rami Abielmona and published by Springer. This book was released on 2015-12-21 with total page 752 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is an initiative undertaken by the IEEE Computational Intelligence Society’s Task Force on Security, Surveillance and Defense to consolidate and disseminate the role of CI techniques in the design, development and deployment of security and defense solutions. Applications range from the detection of buried explosive hazards in a battlefield to the control of unmanned underwater vehicles, the delivery of superior video analytics for protecting critical infrastructures or the development of stronger intrusion detection systems and the design of military surveillance networks. Defense scientists, industry experts, academicians and practitioners alike will all benefit from the wide spectrum of successful applications compiled in this volume. Senior undergraduate or graduate students may also discover uncharted territory for their own research endeavors.

Simulated Evolution and Learning

Author : Yuhui Shi
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.

Informatics in Control, Automation and Robotics

Author : Joaquim Filipe
Publisher : Springer Science & Business Media
ISBN 13 : 3540856404
Total Pages : 317 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Informatics in Control, Automation and Robotics by : Joaquim Filipe

Download or read book Informatics in Control, Automation and Robotics written by Joaquim Filipe and published by Springer Science & Business Media. This book was released on 2008-09-27 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: The present book includes a set of selected papers from the fourth “International Conference on Informatics in Control Automation and Robotics” (ICINCO 2007), held at the University of Angers, France, from 9 to 12 May 2007. The conference was organized in three simultaneous tracks: “Intelligent Control Systems and Optimization”, “Robotics and Automation” and “Systems Modeling, Signal Processing and Control”. The book is based on the same structure. ICINCO 2007 received 435 paper submissions, from more than 50 different countries in all continents. From these, after a blind review process, only 52 where accepted as full papers, of which 22 were selected for inclusion in this book, based on the classifications provided by the Program Committee. The selected papers reflect the interdisciplinary nature of the conference. The diversity of topics is an important feature of this conference, enabling an overall perception of several important scientific and technological trends. These high quality standards will be maintained and reinforced at ICINCO 2008, to be held in Funchal, Madeira - Portugal, and in future editions of this conference. Furthermore, ICINCO 2007 included 3 plenary keynote lectures given by Dimitar Filev (Ford Motor Company), Patrick Millot (Université de Valenciennes) and Mark W. Spong (University of Illinois at Urbana-Champaign).

Soft Computing Applications

Author : Valentina Emilia Balas
Publisher : Springer
ISBN 13 : 331918296X
Total Pages : 724 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Soft Computing Applications by : Valentina Emilia Balas

Download or read book Soft Computing Applications written by Valentina Emilia Balas and published by Springer. This book was released on 2015-11-02 with total page 724 pages. Available in PDF, EPUB and Kindle. Book excerpt: These volumes constitute the Proceedings of the 6th International Workshop on Soft Computing Applications, or SOFA 2014, held on 24-26 July 2014 in Timisoara, Romania. This edition was organized by the University of Belgrade, Serbia in conjunction with Romanian Society of Control Engineering and Technical Informatics (SRAIT) - Arad Section, The General Association of Engineers in Romania - Arad Section, Institute of Computer Science, Iasi Branch of the Romanian Academy and IEEE Romanian Section. The Soft Computing concept was introduced by Lotfi Zadeh in 1991 and serves to highlight the emergence of computing methodologies in which the accent is on exploiting the tolerance for imprecision and uncertainty to achieve tractability, robustness and low solution cost. Soft computing facilitates the use of fuzzy logic, neurocomputing, evolutionary computing and probabilistic computing in combination, leading to the concept of hybrid intelligent systems. The combination of such intelligent systems tools and a large number of applications introduce a need for a synergy of scientific and technological disciplines in order to show the great potential of Soft Computing in all domains. The conference papers included in these proceedings, published post conference, were grouped into the following area of research: · Image, Text and Signal Processing “li>Intelligent Transportation Modeling and Applications Biomedical Applications Neural Network and Applications Knowledge-Based Technologies for Web Applications, Cloud Computing, Security, Algorithms and Computer Networks Knowledge-Based Technologies Soft Computing Techniques for Time Series Analysis Soft Computing and Fuzzy Logic in Biometrics Fuzzy Applications Theory and Fuzzy Control Bussiness Process Management Methods and Applications in Electrical Engineering The volumes provide useful information to professors, researchers and graduated students in area of soft computing techniques and applications, as they report new research work on challenging issues.

Evolutionary Multi-objective Optimization in Uncertain Environments

Author : Chi-Keong Goh
Publisher : Springer
ISBN 13 : 3540959769
Total Pages : 271 pages
Book Rating : 4.5/5 (49 download)

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Book Synopsis Evolutionary Multi-objective Optimization in Uncertain Environments by : Chi-Keong Goh

Download or read book Evolutionary Multi-objective Optimization in Uncertain Environments written by Chi-Keong Goh and published by Springer. This book was released on 2009-02-03 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary algorithms are sophisticated search methods that have been found to be very efficient and effective in solving complex real-world multi-objective problems where conventional optimization tools fail to work well. Despite the tremendous amount of work done in the development of these algorithms in the past decade, many researchers assume that the optimization problems are deterministic and uncertainties are rarely examined. The primary motivation of this book is to provide a comprehensive introduction on the design and application of evolutionary algorithms for multi-objective optimization in the presence of uncertainties. In this book, we hope to expose the readers to a range of optimization issues and concepts, and to encourage a greater degree of appreciation of evolutionary computation techniques and the exploration of new ideas that can better handle uncertainties. "Evolutionary Multi-Objective Optimization in Uncertain Environments: Issues and Algorithms" is intended for a wide readership and will be a valuable reference for engineers, researchers, senior undergraduates and graduate students who are interested in the areas of evolutionary multi-objective optimization and uncertainties.

The Iterated Prisoners' Dilemma

Author : Graham Kendall
Publisher : World Scientific
ISBN 13 : 9812706976
Total Pages : 273 pages
Book Rating : 4.8/5 (127 download)

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Book Synopsis The Iterated Prisoners' Dilemma by : Graham Kendall

Download or read book The Iterated Prisoners' Dilemma written by Graham Kendall and published by World Scientific. This book was released on 2007 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 1984, Robert Axelrod published a book, relating the story of two competitions which he ran, where invited academics entered strategies for the Iterated Prisoners' Dilemma. The book, almost 20 years on, is still widely read and cited by academics and the general public.As a celebration of that landmark work, we have recreated those competitions to celebrate its 20th anniversary, by again inviting academics to submit prisoners' dilemma strategies. The first of these new competitions was run in July 2004, and the second in April 2005. Iterated Prisoners' Dilemma: 20 Years On essentially provides an update of the Axelrod's book.Specifically, it ? Presents the prisoners' dilemma, its history and variants ? Highlights original Axelrod's work and its impact ? Discusses results of new competitions ? Showcases selected papers that reflect the latest researches in the area