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Genetic Programming
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Imagine a world in which other computer programs computer based on a strategy borrowed from biology and natural selection. This book-quality research for anyone who wants to see what genetic programming and what it can offer the future of computing. This text begins by placing the genetic programming in terms of the history of computing and machine learning. (Genetic Programming using a strategy of natural selection to solve the problem in successive iterations, which produces "fittest" solution, like many new species evolve in nature.) The authors provide a lot of background in molecular biology-because it is a center for genetic-programming projects. Just as our DNA contains information inert, a program developed using genetic algorithms usually contain a lot of "extra" instruction, as well -. What often causes bloating, code though effective, in the final product) Although this is highly technical material, I did it successfully involves the reader in an imaginative leap from Darwin and DNA into the computer and the world of genetic programming. Later chapters defining what the genetic programming and what strategy he used to let the computer program itself. Number of research in this section will mostly benefit specialists in the field of genetic-programming. A later chapter on applications that use genetic programming offers dozens of paper, with the application of this approach from various fields, including biology, industrial, and computer (and some impressive technology such as robotics and data mining).
Computer eBook Details
- ISBN-10: 155860510X
- ISBN-13: 9781558605107
- Publisher: Morgan Kaufmann
- Pages: 512
- Date: December 1997
- Series: The Morgan Kaufmann Series in Artificial Intelligence