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Koza J.R. — Genetic Programming. On the Programming of Computers by Means of Natural Selection
Koza J.R. — Genetic Programming. On the Programming of Computers by Means of Natural Selection

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Название: Genetic Programming. On the Programming of Computers by Means of Natural Selection

Автор: Koza J.R.

Аннотация:

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.


Язык: en

Рубрика: Computer science/

Статус предметного указателя: Неизвестно

ed2k: ed2k stats

Год издания: 1998

Количество страниц: 609

Добавлена в каталог: 15.04.2006

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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