Recent Advances In Simulated Evolution And Learning

Author : K. C. Tan
Publisher : World Scientific
Page : 836 pages
File Size : 47,7 Mb
Release : 2004
Category : Computers
ISBN : 9789812561794

Get Book

Recent Advances in Simulated Evolution and Learning by K. C. Tan Pdf

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."

Author : Grant Dick,Will N. Browne,Peter Whigham,Mengjie Zhang,Lam Thu Bui,Hisao Ishibuchi,Yaochu Jin,Xiaodong Li,Yuhui Shi,Pramod Singh,Kay Chen Tan,Ke Tang
Publisher : Springer
Page : 877 pages
File Size : 47,8 Mb
Release : 2014-11-11
Category : Computers
ISBN : 9783319135632

Get Book

Simulated Evolution and Learning by Grant Dick,Will N. Browne,Peter Whigham,Mengjie Zhang,Lam Thu Bui,Hisao Ishibuchi,Yaochu Jin,Xiaodong Li,Yuhui Shi,Pramod Singh,Kay Chen Tan,Ke Tang Pdf

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.

Author : Yuhui Shi,Kay Chen Tan,Mengjie Zhang,Ke Tang,Xiaodong Li,Qingfu Zhang,Ying Tan,Martin Middendorf,Yaochu Jin
Publisher : Springer
Page : 1041 pages
File Size : 49,6 Mb
Release : 2017-11-01
Category : Computers
ISBN : 9783319687599

Get Book

Simulated Evolution and Learning by Yuhui Shi,Kay Chen Tan,Mengjie Zhang,Ke Tang,Xiaodong Li,Qingfu Zhang,Ying Tan,Martin Middendorf,Yaochu Jin Pdf

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.

Author : Lam Thu Bui,Yew Soon Ong,Nguyen Xuan Hoai,Hisao Ishibuchi,Ponnuthurai Nagaratnam Suganthan
Publisher : Springer
Page : 525 pages
File Size : 52,5 Mb
Release : 2012-12-02
Category : Computers
ISBN : 9783642348594

Get Book

Simulated Evolution and Learning by Lam Thu Bui,Yew Soon Ong,Nguyen Xuan Hoai,Hisao Ishibuchi,Ponnuthurai Nagaratnam Suganthan Pdf

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.

Author : Xiaodong Li,Michael Kirley,Mengjie Zhang,Vic Ciesielski,Zbigniew Michalewicz,Tim Hendtlass,Kalyanmoy Deb,K. C. Tan,Jürgen Branke
Publisher : Springer
Page : 658 pages
File Size : 53,5 Mb
Release : 2008-12-11
Category : Computers
ISBN : 9783540896944

Get Book

Simulated Evolution and Learning by Xiaodong Li,Michael Kirley,Mengjie Zhang,Vic Ciesielski,Zbigniew Michalewicz,Tim Hendtlass,Kalyanmoy Deb,K. C. Tan,Jürgen Branke Pdf

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.

Author : Tzai-Der Wang,Xiaodong Li,Xufa Wang
Publisher : Springer
Page : 940 pages
File Size : 44,5 Mb
Release : 2006-10-12
Category : Computers
ISBN : 9783540473329

Get Book

Simulated Evolution and Learning by Tzai-Der Wang,Xiaodong Li,Xufa Wang Pdf

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.

Author : Bob McKay,Xin Yao,Charles S. Newton,Jong-Hwan Kim,Takeshi Furuhashi
Publisher : Springer
Page : 478 pages
File Size : 42,6 Mb
Release : 2003-05-21
Category : Computers
ISBN : 9783540488736

Get Book

Simulated Evolution and Learning by Bob McKay,Xin Yao,Charles S. Newton,Jong-Hwan Kim,Takeshi Furuhashi Pdf

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/.

Author : Lipo Wang,Ke Chen,Yew Soon Ong
Publisher : Springer
Page : 1326 pages
File Size : 49,6 Mb
Release : 2005-08-25
Category : Computers
ISBN : 9783540318637

Get Book

Advances in Natural Computation by Lipo Wang,Ke Chen,Yew Soon Ong Pdf

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.

Author : Slim Bechikh,Rituparna Datta,Abhishek Gupta
Publisher : Springer
Page : 179 pages
File Size : 52,5 Mb
Release : 2016-08-09
Category : Technology & Engineering
ISBN : 9783319429786

Get Book

Recent Advances in Evolutionary Multi-objective Optimization by Slim Bechikh,Rituparna Datta,Abhishek Gupta Pdf

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.

Author : Rami Abielmona,Rafael Falcon,Nur Zincir-Heywood,Hussein A. Abbass
Publisher : Springer
Page : 752 pages
File Size : 40,7 Mb
Release : 2015-12-21
Category : Technology & Engineering
ISBN : 9783319264509

Get Book

Recent Advances in Computational Intelligence in Defense and Security by Rami Abielmona,Rafael Falcon,Nur Zincir-Heywood,Hussein A. Abbass Pdf

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.

Author : Peter Korosec
Publisher : BoD – Books on Demand
Page : 330 pages
File Size : 48,9 Mb
Release : 2010-02-01
Category : Computers
ISBN : 9789533070537

Get Book

New Achievements in Evolutionary Computation by Peter Korosec Pdf

Evolutionary computation has been widely used in computer science for decades. Even though it started as far back as the 1960s with simulated evolution, the subject is still evolving. During this time, new metaheuristic optimization approaches, like evolutionary algorithms, genetic algorithms, swarm intelligence, etc., were being developed and new fields of usage in artificial intelligence, machine learning, combinatorial and numerical optimization, etc., were being explored. However, even with so much work done, novel research into new techniques and new areas of usage is far from over. This book presents some new theoretical as well as practical aspects of evolutionary computation. This book will be of great value to undergraduates, graduate students, researchers in computer science, and anyone else with an interest in learning about the latest developments in evolutionary computation.

Author : Joaquim Filipe,Jean-Louis Ferrier,Juan Andrade Cetto
Publisher : Springer Science & Business Media
Page : 317 pages
File Size : 47,5 Mb
Release : 2008-09-27
Category : Technology & Engineering
ISBN : 9783540856405

Get Book

Informatics in Control, Automation and Robotics by Joaquim Filipe,Jean-Louis Ferrier,Juan Andrade Cetto Pdf

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).

Author : Graham Kendall,Xin Yao,Siang Yew Chong
Publisher : World Scientific
Page : 273 pages
File Size : 50,5 Mb
Release : 2007
Category : Science
ISBN : 9789812706973

Get Book

The Iterated Prisoners' Dilemma by Graham Kendall,Xin Yao,Siang Yew Chong Pdf

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

Author : Bob McKay,Xin Yao,Charles S. Newton
Publisher : Unknown
Page : 492 pages
File Size : 51,6 Mb
Release : 2014-01-15
Category : Electronic
ISBN : 3662182106

Get Book

Simulated Evolution and Learning by Bob McKay,Xin Yao,Charles S. Newton Pdf

Author : Khosrow-Pour, D.B.A., Mehdi
Publisher : IGI Global
Page : 1221 pages
File Size : 47,8 Mb
Release : 2018-09-28
Category : Computers
ISBN : 9781522573692

Get Book

Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction by Khosrow-Pour, D.B.A., Mehdi Pdf

As modern technologies continue to develop and evolve, the ability of users to adapt with new systems becomes a paramount concern. Research into new ways for humans to make use of advanced computers and other such technologies through artificial intelligence and computer simulation is necessary to fully realize the potential of tools in the 21st century. Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction provides emerging research in advanced trends in robotics, AI, simulation, and human-computer interaction. Readers will learn about the positive applications of artificial intelligence and human-computer interaction in various disciples such as business and medicine. This book is a valuable resource for IT professionals, researchers, computer scientists, and researchers invested in assistive technologies, artificial intelligence, robotics, and computer simulation.