{"product_id":"genetic-programming-isbn-9780262527910","title":"Genetic Programming","description":"\u003cb\u003eIn 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. \u003c\/b\u003e\u003cp\u003eGenetic 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. \u003ci\u003eGenetic Programming\u003c\/i\u003e 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.\u003c\/p\u003eJohn R. Koza is Consulting Associate Professor in the Computer Science Department at Stanford University.","brand":"Bradford Books","offers":[{"title":"Default Title","offer_id":46304367280357,"sku":"NP9780262527910","price":70.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/1842\/7735\/files\/9780262527910.jpg?v=1767727921","url":"https:\/\/k12savings.com\/es\/products\/genetic-programming-isbn-9780262527910","provider":"K12savings","version":"1.0","type":"link"}