Parallel Linear Genetic Programming

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Parallel Linear Genetic Programming

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Author : Carlton Downey
language : en
Publisher:
Release Date : 2010

Parallel Linear Genetic Programming written by Carlton Downey and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Genetic programming (Computer science) categories.

Massively Parallel Evolutionary Computation On Gpgpus

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Author : Shigeyoshi Tsutsui
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-12-05

Massively Parallel Evolutionary Computation On Gpgpus written by Shigeyoshi Tsutsui 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 2013-12-05 with Computers categories.

Evolutionary algorithms (EAs) are metaheuristics that learn from natural collective behavior and are applied to solve optimization problems in domains such as scheduling, engineering, bioinformatics, and finance. Such applications demand acceptable solutions with high-speed execution using finite computational resources. Therefore, there have been many attempts to develop platforms for running parallel EAs using multicore machines, massively parallel cluster machines, or grid computing environments. Recent advances in general-purpose computing on graphics processing units (GPGPU) have opened up this possibility for parallel EAs, and this is the first book dedicated to this exciting development. The three chapters of Part I are tutorials, representing a comprehensive introduction to the approach, explaining the characteristics of the hardware used, and presenting a representative project to develop a platform for automatic parallelization of evolutionary computing (EC) on GPGPUs. The 10 chapters in Part II focus on how to consider key EC approaches in the light of this advanced computational technique, in particular addressing generic local search, tabu search, genetic algorithms, differential evolution, swarm optimization, ant colony optimization, systolic genetic search, genetic programming, and multiobjective optimization. The 6 chapters in Part III present successful results from real-world problems in data mining, bioinformatics, drug discovery, crystallography, artificial chemistries, and sudoku. Although the parallelism of EAs is suited to the single-instruction multiple-data (SIMD)-based GPU, there are many issues to be resolved in design and implementation, and a key feature of the contributions is the practical engineering advice offered. This book will be of value to researchers, practitioners, and graduate students in the areas of evolutionary computation and scientific computing.

Issues In Logic Probability Combinatorics And Chaos Theory 2011 Edition

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Author :
language : en
Publisher: ScholarlyEditions
Release Date : 2012-01-09

Issues In Logic Probability Combinatorics And Chaos Theory 2011 Edition written by and has been published by ScholarlyEditions this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-01-09 with Mathematics categories.

Issues in Logic, Probability, Combinatorics, and Chaos Theory: 2011 Edition is a ScholarlyEditions™ eBook that delivers timely, authoritative, and comprehensive information about Logic, Probability, Combinatorics, and Chaos Theory. The editors have built Issues in Logic, Probability, Combinatorics, and Chaos Theory: 2011 Edition on the vast information databases of ScholarlyNews.™ You can expect the information about Logic, Probability, Combinatorics, and Chaos Theory in this eBook to be deeper than what you can access anywhere else, as well as consistently reliable, authoritative, informed, and relevant. The content of Issues in Logic, Probability, Combinatorics, and Chaos Theory: 2011 Edition has been produced by the world’s leading scientists, engineers, analysts, research institutions, and companies. All of the content is from peer-reviewed sources, and all of it is written, assembled, and edited by the editors at ScholarlyEditions™ and available exclusively from us. You now have a source you can cite with authority, confidence, and credibility. More information is available at http://www.ScholarlyEditions.com/.

Recent Advances In Soft Computing

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Author : Radek Matoušek
language : en
Publisher: Springer
Release Date : 2017-05-20

Recent Advances In Soft Computing written by Radek Matoušek and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-05-20 with Technology & Engineering categories.

This proceeding book contains a collection of selected accepted papers of the Mendel conference held in Brno, Czech Republic in June 2016. The proceedings book contains three chapters which present recent advances in soft computing including intelligent image processing. The Mendel conference was established in 1995 and is named after the scientist and Augustinian priest Gregor J. Mendel who discovered the famous Laws of Heredity. The main aim of the conference is to create a regular possibility for students, academics and researchers to exchange ideas and novel research methods on a yearly basis.

Explorations In Parallel Linear Genetic Programming

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Author : Carlton Downey
language : en
Publisher:
Release Date : 2011

Explorations In Parallel Linear Genetic Programming written by Carlton Downey and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Genetic programming (Computer science) categories.

Ai 2012 Advances In Artificial Intelligence

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Author : Michael Thielscher
language : en
Publisher: Springer
Release Date : 2013-02-01

Ai 2012 Advances In Artificial Intelligence written by Michael Thielscher and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-02-01 with Computers categories.

This book constitutes the refereed proceedings of the 25th Australasian Joint Conference on Artificial Intelligence, AI 2012, held in Sydney, Australia, in December 2012. The 76 revised full papers presented were carefully reviewed and selected from 196 submissions. The papers address a wide range of agents, applications, computer vision, constraints and search, game playing, information retrieval, knowledge representation, machine learning, planning and scheduling, robotics and uncertainty in AI.

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.

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.

Biologically Influenced Algorithms And Parallelism In Non Linear Optimization

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Author : John Michael Neal McInerney
language : en
Publisher:
Release Date : 1992

Biologically Influenced Algorithms And Parallelism In Non Linear Optimization written by John Michael Neal McInerney and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Biological systems categories.

Genetic Algorithms In Optimisation Simulation And Modelling

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Author : Joachim Stender
language : en
Publisher:
Release Date : 1994

Genetic Algorithms In Optimisation Simulation And Modelling written by Joachim Stender and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Mathematics categories.

This monograph explores the implementation and application of genetic algorithms to the artificial intelligence domain. Specifically focusing on current research developments in Europe, a section of the text is devoted to the programming of parallel genetic algorithms.