Effective Linear Genetic Programming

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Linear Genetic Programming

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Author : Markus F. Brameier
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-02-25

Linear Genetic Programming written by Markus F. Brameier and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-02-25 with Computers categories.

Linear Genetic Programming presents a variant of genetic programming (GP) that evolves imperative computer programs as linear sequences of instructions, in contrast to the more traditional functional expressions or syntax trees. Primary characteristics of linear program structure are exploited to achieve acceleration of both execution time and evolutionary progress. Online analysis and optimization of program code lead to more efficient techniques and contribute to a better understanding of the method and its parameters. In particular, the reduction of structural variation step size and non-effective variations play a key role in finding higher quality and less complex solutions. Typical GP phenomena, such as non-effective code, neutral variations, and code growth are investigated from the perspective of linear GP. This book serves as a reference for researchers; it also contains sufficient introductory material for students and those who are new to the field.

Effective Linear Genetic Programming

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Author : Markus Brameier
language : en
Publisher:
Release Date : 2001

Effective Linear Genetic Programming written by Markus Brameier and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.

Advances In Computational Intelligence

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Author : Hans-Paul Schwefel
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09

Advances In Computational Intelligence written by Hans-Paul Schwefel and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Computers categories.

The 30 coherently written chapters by leading researchers presented in this anthology are devoted to basic results achieved in computational intelligence since 1997. The book provides complete coverage of the core issues in the field, especially in fuzzy logic and control as well as for evolutionary optimization algorithms including genetic programming, in a comprehensive and systematic way. Theoretical and methodological investigations are complemented by prototypic applications for design and management tasks in electrical engineering, mechanical engineering, and chemical engineering. This book will become a valuable source of reference for researchers active in computational intelligence. Advanced students and professionals interested in learning about and applying advanced techniques of computational intelligence will appreciate the book as a useful guide enhanced by numerous examples and applications in a variety of fields.

Knowledge Based Intelligent Information And Engineering Systems

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Author : Bogdan Gabrys
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-09-29

Knowledge Based Intelligent Information And Engineering Systems written by Bogdan Gabrys and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-09-29 with Business & Economics categories.

The three volume set LNAI 4251, LNAI 4252, and LNAI 4253 constitutes the refereed proceedings of the 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2006, held in Bournemouth, UK, in October 2006. The 480 revised papers presented were carefully reviewed and selected from about 1400 submissions. The papers present a wealth of original research results from the field of intelligent information processing.

Genetic Programming

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Author :
language : en
Publisher:
Release Date : 2004

Genetic Programming written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Genetic programming (Computer science) categories.

Explicit Control Of Diversity And Effective Variation Distance In Linear Genetic Programming

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Author : Markus Brameier
language : en
Publisher:
Release Date : 2001

Explicit Control Of Diversity And Effective Variation Distance In Linear Genetic Programming written by Markus Brameier and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with categories.

Genetic Programming

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Author : John R. Koza
language : en
Publisher: Morgan Kaufmann Publishers
Release Date : 1998

Genetic Programming written by John R. Koza and has been published by Morgan Kaufmann Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Computers categories.

Proceedings of the Annual Conferences on Genetic Programming. These proceedings present the most recent research in the field of genetic programming as well as recent research results in the fields of genetic algorithms, artificial life and evolution strategies, DNA computing, evolvable hardware, and genetic learning classifier systems.

Artificial Evolution

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Author : El-ghazali Talbi
language : en
Publisher:
Release Date : 2006-04-18

Artificial Evolution written by El-ghazali Talbi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-04-18 with Computers categories.

This book is based on the best papers presented at the 7th Conference on Artificial Evolution, EA 2005, held in Lille (France).

Genetic Systems Programming

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Author : Ajith Abraham
language : en
Publisher: Springer
Release Date : 2008-07-21

Genetic Systems Programming written by Ajith Abraham and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-07-21 with Technology & Engineering categories.

Designing complex programs such as operating systems, compilers, filing systems, data base systems, etc. is an old ever lasting research area. Genetic programming is a relatively new promising and growing research area. Among other uses, it provides efficient tools to deal with hard problems by evolving creative and competitive solutions. Systems Programming is generally strewn with such hard problems. This book is devoted to reporting innovative and significant progress about the contribution of genetic programming in systems programming. The contributions of this book clearly demonstrate that genetic programming is very effective in solving hard and yet-open problems in systems programming. Followed by an introductory chapter, in the remaining contributed chapters, the reader can easily learn about systems where genetic programming can be applied successfully. These include but are not limited to, information security systems, compilers, data mining systems, stock market prediction systems, robots and automatic programming.

Ai

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Author :
language : en
Publisher:
Release Date : 2005

Ai written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with Artificial intelligence categories.