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 ...
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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.
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Add this copy of Linear Genetic Programming (Genetic and Evolutionary to cart. $38.45, very good condition, Sold by Monarchy Books rated 4.0 out of 5 stars, ships from Toronto, ON, CANADA, published 2006 by Springer.
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Very Good. Size: 9x6x1; Clean Inside, 315 Pages With The Index. Clean Inside Text Has No Remarks Or Highlights Inside. Textbook Binding. based on your address. -We can ship from USA and Canada. Specializing in academic, collectible and historically significant, providing the utmost quality and customer service satisfaction. For any questions feel free to email us.
Add this copy of Linear Genetic Programming (Genetic and Evolutionary to cart. $42.91, good condition, Sold by Goodwill of Silicon Valley rated 5.0 out of 5 stars, ships from San Jose, CA, UNITED STATES, published 2006 by Springer.
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Supports Goodwill of Silicon Valley job training programs. The cover and pages are in Good condition! Any other included accessories are also in Good condition showing use. Use can included some highlighting and writing page and cover creases as well as other types visible wear.
Add this copy of Linear Genetic Programming to cart. $108.75, new condition, Sold by discount_scientific_books rated 5.0 out of 5 stars, ships from Sterling Heights, MI, UNITED STATES, published 2006 by Springer.
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