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Genetic Programming Theory and Practice II

By Una-May O'Reilly

Genetic Programming Theory and Practice II

By Una-May O'Reilly

0 - Default Title
Description
This volume explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The contributions developed from a second workshop at the University of Michigan's Center for the Study of Complex Systems where leading international genetic programming theorists from major universities and active practitioners from leading industries and businesses met to examine how GP theory informs practice and how GP practice impacts GP theory. Chapters include such topics as financial trading rules, industrial statistical model building, population sizing, the roles of structure in problem solving by computer, stock picking, automated design of industrial-strength analog circuits, topological synthesis of robust systems, algorithmic chemistry, supply chain reordering policies, post docking filtering, an evolved antenna for a NASA mission and incident detection on highways.
Product details
Edition:
1
Number of Pages:
320
Release Date:
2004-10-26
Publication Date:
2004-10-26
Publisher:
Springer Us
Languages:
Original: English
ISBN10:
0387232532
ISBN13:
9780387232539
GPSR Manufacturer Reference:
[email protected]
Weight:
686 g
Height:
164 cm
Width:
245 cm
Thickness:
25 cm
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