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Item Details
| Title:
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GENETIC PROGRAMMING
ON THE PROGRAMMING OF COMPUTERS BY MEANS OF NATURAL SELECTION |
| By: |
John R. Koza |
| Format: |
Paperback |
| List price:
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£58.00 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
026252791X |
| ISBN 13: |
9780262527910 |
| Publisher: |
MIT PRESS LTD |
| Pub. date: |
11 December, 1992 |
| Series: |
Complex Adaptive Systems |
| Pages: |
836 |
| Synopsis: |
Genetic programming may be more powerful than neural networks and other machine learning techniques, able to solve problems in a wider range of disciplines. In this ground-breaking book, John Koza shows how this remarkable paradigm works and provides substantial empirical evidence that solutions to a great variety of problems from many different fields can be found by genetically breeding populations of computer programs. Genetic Programming contains a great many worked examples and includes a sample computer code that will allow readers to run their own programs.In getting computers to solve problems without being explicitly programmed, Koza stresses two points: that seemingly different problems from a variety of fields can be reformulated as problems of program induction, and that the recently developed genetic programming paradigm provides a way to search the space of possible computer programs for a highly fit individual computer program to solve the problems of program induction. Good programs are found by evolving them in a computer against a fitness measure instead of by sitting down and writing them. |
| Reader Age: |
From 18 years |
| Publication: |
US |
| Imprint: |
Bradford Books |
| Returns: |
Returnable |
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