Evolutionary Computation in Practice

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Publisher : Springer Science & Business Media
ISBN 13 : 3540757708
Total Pages : 328 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Evolutionary Computation in Practice by : Tina Yu

Download or read book Evolutionary Computation in Practice written by Tina Yu and published by Springer Science & Business Media. This book was released on 2008-01-04 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is loaded with examples in which computer scientists and engineers have used evolutionary computation - programs that mimic natural evolution - to solve many real-world problems. They aren’t abstract, mathematically intensive papers, but accounts of solving important problems, including tips from the authors on how to avoid common pitfalls, maximize the effectiveness and efficiency of the search process, and many other practical suggestions.

GECCO 2018, the Genetic and Evolutionary Computation Conference Companium [a Recombination of the 27th International Conference on Genetic Algorithms (ICGA) and the 23rd Annual Genetic Programming Conference (GP)], July 15th - 19th 2018, Kyoto, Japan

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Publisher :
ISBN 13 : 9781450357647
Total Pages : pages
Book Rating : 4.3/5 (576 download)

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Book Synopsis GECCO 2018, the Genetic and Evolutionary Computation Conference Companium [a Recombination of the 27th International Conference on Genetic Algorithms (ICGA) and the 23rd Annual Genetic Programming Conference (GP)], July 15th - 19th 2018, Kyoto, Japan by : Genetic and Evolutionary Computation Conference. International Conference on Genetic Algorithms

Download or read book GECCO 2018, the Genetic and Evolutionary Computation Conference Companium [a Recombination of the 27th International Conference on Genetic Algorithms (ICGA) and the 23rd Annual Genetic Programming Conference (GP)], July 15th - 19th 2018, Kyoto, Japan written by Genetic and Evolutionary Computation Conference. International Conference on Genetic Algorithms and published by . This book was released on 2018 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the Genetic and Evolutionary Computation Conference Companion

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Publisher :
ISBN 13 : 9781450349390
Total Pages : pages
Book Rating : 4.3/5 (493 download)

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Book Synopsis Proceedings of the Genetic and Evolutionary Computation Conference Companion by : Peter A.N. Bosman

Download or read book Proceedings of the Genetic and Evolutionary Computation Conference Companion written by Peter A.N. Bosman and published by . This book was released on 2017-07-15 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: GECCO '17: Genetic and Evolutionary Computation Conference Jul 15, 2017-Jul 19, 2017 Berlin, Germany. You can view more information about this proceeding and all of ACM�s other published conference proceedings from the ACM Digital Library: http://www.acm.org/dl.

GECCO' 19

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ISBN 13 : 9781450367486
Total Pages : pages
Book Rating : 4.3/5 (674 download)

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Book Synopsis GECCO' 19 by :

Download or read book GECCO' 19 written by and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Evolutionary Computation

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Publisher : MIT Press
ISBN 13 : 0262303337
Total Pages : 267 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Evolutionary Computation by : Kenneth A. De Jong

Download or read book Evolutionary Computation written by Kenneth A. De Jong and published by MIT Press. This book was released on 2006-02-03 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: A clear and comprehensive introduction to the field of evolutionary computation that takes an integrated approach. Evolutionary computation, the use of evolutionary systems as computational processes for solving complex problems, is a tool used by computer scientists and engineers who want to harness the power of evolution to build useful new artifacts, by biologists interested in developing and testing better models of natural evolutionary systems, and by artificial life scientists for designing and implementing new artificial evolutionary worlds. In this clear and comprehensive introduction to the field, Kenneth De Jong presents an integrated view of the state of the art in evolutionary computation. Although other books have described such particular areas of the field as genetic algorithms, genetic programming, evolution strategies, and evolutionary programming, Evolutionary Computation is noteworthy for considering these systems as specific instances of a more general class of evolutionary algorithms. This useful overview of a fragmented field is suitable for classroom use or as a reference for computer scientists and engineers.

Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (11 download)

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Book Synopsis Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers by : Franz Rothlauf

Download or read book Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers written by Franz Rothlauf and published by . This book was released on 2009 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Introduction to Evolutionary Computing

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Publisher : Springer Science & Business Media
ISBN 13 : 3662050943
Total Pages : 307 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Introduction to Evolutionary Computing by : Agoston E. Eiben

Download or read book Introduction to Evolutionary Computing written by Agoston E. Eiben and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first complete overview of evolutionary computing, the collective name for a range of problem-solving techniques based on principles of biological evolution, such as natural selection and genetic inheritance. The text is aimed directly at lecturers and graduate and undergraduate students. It is also meant for those who wish to apply evolutionary computing to a particular problem or within a given application area. The book contains quick-reference information on the current state-of-the-art in a wide range of related topics, so it is of interest not just to evolutionary computing specialists but to researchers working in other fields.

GECCO 2012 Companion

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ISBN 13 : 9781450311786
Total Pages : pages
Book Rating : 4.3/5 (117 download)

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Book Synopsis GECCO 2012 Companion by : Terence Soule

Download or read book GECCO 2012 Companion written by Terence Soule and published by . This book was released on 2012 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation

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Publisher :
ISBN 13 : 9781450300735
Total Pages : 2948 pages
Book Rating : 4.3/5 (7 download)

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Book Synopsis Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation by :

Download or read book Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation written by and published by . This book was released on 2010 with total page 2948 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the Genetic and Evolutionary Computation Conference Companion

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Publisher :
ISBN 13 : 9781450392686
Total Pages : 0 pages
Book Rating : 4.3/5 (926 download)

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Book Synopsis Proceedings of the Genetic and Evolutionary Computation Conference Companion by : Jonathan E. Fieldsend

Download or read book Proceedings of the Genetic and Evolutionary Computation Conference Companion written by Jonathan E. Fieldsend and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

GECCO'23

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis GECCO'23 by :

Download or read book GECCO'23 written by and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

GECCO'23 Companion

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ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis GECCO'23 Companion by :

Download or read book GECCO'23 Companion written by and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Applications of Evolutionary Computation

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Publisher : Springer
ISBN 13 : 3642291783
Total Pages : 574 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Applications of Evolutionary Computation by : Cecilia Di Chio

Download or read book Applications of Evolutionary Computation written by Cecilia Di Chio and published by Springer. This book was released on 2012-03-24 with total page 574 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2012, held in Málaga, Spain, in April 2012, colocated with the Evo* 2012 events EuroGP, EvoCOP, EvoBIO, and EvoMUSART. The 54 revised full papers presented were carefully reviewed and selected from 90 submissions. EvoApplications 2012 consisted of the following 11 tracks: EvoCOMNET (nature-inspired techniques for telecommunication networks and other parrallel and distributed systems), EvoCOMPLEX (algorithms and complex systems), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoHOT (bio-inspired heuristics for design automation), EvoIASP (evolutionary computation in image analysis and signal processing), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defense applications), EvoSTIM (nature-inspired techniques in scheduling, planning, and timetabling), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).

GECCO 2011

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Publisher :
ISBN 13 : 9781450306904
Total Pages : pages
Book Rating : 4.3/5 (69 download)

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Book Synopsis GECCO 2011 by :

Download or read book GECCO 2011 written by and published by . This book was released on 2011 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceeding of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation Conference Companion

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Publisher :
ISBN 13 : 9781450319645
Total Pages : 1766 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Proceeding of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation Conference Companion by : Enrique Alba

Download or read book Proceeding of the Fifteenth Annual Conference Companion on Genetic and Evolutionary Computation Conference Companion written by Enrique Alba and published by . This book was released on 2013 with total page 1766 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Cartesian Genetic Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 3642173101
Total Pages : 358 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Cartesian Genetic Programming by : Julian F. Miller

Download or read book Cartesian Genetic Programming written by Julian F. Miller and published by Springer Science & Business Media. This book was released on 2011-09-18 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cartesian Genetic Programming (CGP) is a highly effective and increasingly popular form of genetic programming. It represents programs in the form of directed graphs, and a particular characteristic is that it has a highly redundant genotype–phenotype mapping, in that genes can be noncoding. It has spawned a number of new forms, each improving on the efficiency, among them modular, or embedded, CGP, and self-modifying CGP. It has been applied to many problems in both computer science and applied sciences. This book contains chapters written by the leading figures in the development and application of CGP, and it will be essential reading for researchers in genetic programming and for engineers and scientists solving applications using these techniques. It will also be useful for advanced undergraduates and postgraduates seeking to understand and utilize a highly efficient form of genetic programming.

Genetic Programming for Image Classification

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Publisher : Springer Nature
ISBN 13 : 3030659275
Total Pages : 279 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Genetic Programming for Image Classification by : Ying Bi

Download or read book Genetic Programming for Image Classification written by Ying Bi and published by Springer Nature. This book was released on 2021-02-08 with total page 279 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers several new GP approaches to feature learning for image classification. Image classification is an important task in computer vision and machine learning with a wide range of applications. Feature learning is a fundamental step in image classification, but it is difficult due to the high variations of images. Genetic Programming (GP) is an evolutionary computation technique that can automatically evolve computer programs to solve any given problem. This is an important research field of GP and image classification. No book has been published in this field. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification. The proposed methods are applied to many different image classification tasks, and the effectiveness and interpretability of the learned models will be demonstrated. This book is suitable as a graduate and postgraduate level textbook in artificial intelligence, machine learning, computer vision, and evolutionary computation.