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Linear Genetic Programming

2007-02-25 Computers
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Release : 2007-02-25
Genre : Computers
Kind : eBook
Book Rating : 304/5 ( reviews)

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Book Synopsis Linear Genetic Programming by : Markus F. Brameier

Download or read book Linear Genetic Programming written by Markus F. Brameier. This book was released on 2007-02-25. Available in PDF, EPUB and Kindle. Book excerpt: Linear Genetic Programming presents a variant of Genetic Programming that evolves imperative computer programs as linear sequences of instructions, in contrast to the more traditional functional expressions or syntax trees. 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 includes sufficient introductory material for students and newcomers to the field.

A Field Guide to Genetic Programming

2008 Computers
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Release : 2008
Genre : Computers
Kind : eBook
Book Rating : 736/5 ( reviews)

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Book Synopsis A Field Guide to Genetic Programming by :

Download or read book A Field Guide to Genetic Programming written by . This book was released on 2008. Available in PDF, EPUB and Kindle. Book excerpt: Genetic programming (GP) is a systematic, domain-independent method for getting computers to solve problems automatically starting from a high-level statement of what needs to be done. Using ideas from natural evolution, GP starts from an ooze of random computer programs, and progressively refines them through processes of mutation and sexual recombination, until high-fitness solutions emerge. All this without the user having to know or specify the form or structure of solutions in advance. GP has generated a plethora of human-competitive results and applications, including novel scientific discoveries and patentable inventions. This unique overview of this exciting technique is written by three of the most active scientists in GP. See www.gp-field-guide.org.uk for more information on the book.

On Linear Genetic Programming

2004
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Release : 2004
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis On Linear Genetic Programming by : Markus Brameier

Download or read book On Linear Genetic Programming written by Markus Brameier. This book was released on 2004. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Genetic Programming Applications

2015-11-06 Computers
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Release : 2015-11-06
Genre : Computers
Kind : eBook
Book Rating : 837/5 ( reviews)

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Book Synopsis Handbook of Genetic Programming Applications by : Amir H. Gandomi

Download or read book Handbook of Genetic Programming Applications written by Amir H. Gandomi. This book was released on 2015-11-06. Available in PDF, EPUB and Kindle. Book excerpt: This contributed volume, written by leading international researchers, reviews the latest developments of genetic programming (GP) and its key applications in solving current real world problems, such as energy conversion and management, financial analysis, engineering modeling and design, and software engineering, to name a few. Inspired by natural evolution, the use of GP has expanded significantly in the last decade in almost every area of science and engineering. Exploring applications in a variety of fields, the information in this volume can help optimize computer programs throughout the sciences. Taking a hands-on approach, this book provides an invaluable reference to practitioners, providing the necessary details required for a successful application of GP and its branches to challenging problems ranging from drought prediction to trading volatility. It also demonstrates the evolution of GP through major developments in GP studies and applications. It is suitable for advanced students who wish to use relevant book chapters as a basis to pursue further research in these areas, as well as experienced practitioners looking to apply GP to new areas. The book also offers valuable supplementary material for design courses and computation in engineering.

Cartesian Genetic Programming

2011-09-18 Computers
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Release : 2011-09-18
Genre : Computers
Kind : eBook
Book Rating : 101/5 ( reviews)

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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. This book was released on 2011-09-18. 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.

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