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Genetic programming IV : routine human-competitive machine intelligence / Genetic programming 4 Genetic programming four Routine human-competitive machine intelligence John R. Koza ... [et al.]. - Norwell, Mass. : Kluwer Academic Publishers, 2003. - xxviii, 590 p. : ill. ; 24 cm. + 1 DVD (4 3/4 in.) - Genetic programming series ; GPEM 5 .

Includes bibliographical references and index.

1 Introduction
2 Background on Genetic Programming
3 Automatic Synthesis of Controllers
4 Automatic Synthesis of Circuits
5 Automatic Synthesis of Circuit Topology, Sizing,
Placement, and Routing
6 Automatic Synthesis of Antennas
7 Automatic Synthesis of Genetic Networks
8 Automatic Synthesis of Metabolic Pathways
9 Automatic Synthesis of Parameterized Topologies for Controllers
10 Automatic Synthesis of Parameterized Topologies for Circuits
11 Automatic Synthesis of Parameterized Topologies with Conditional
Developmental Operators for Circuits
12 Automatic Synthesis of Improved Tuning Rules for PID Controllers
13 Automatic Synthesis of Parameterized Topologies for
Improved Controllers
14 Reinvention of Negative Feedback
15 Automated Reinvention of Six Post-2000 Patented Circuits
16 Problems for Which Genetic Programming May Be Well Suited
17 Parallel Implementation and Computer Time
18 Historical Perspective on Moore's Law and the Progression of
Qualitatively More Substantial Results Produced by
Genetic Programming
19 Conclusion
Appendix A: Functions and Terminals
Appendix B: Control Parameters
Appendix C: Patented or Patentable Inventions Generated by
Genetic Programming
Bibliography

ISBN: 1402074468 (alk. paper)

LCCN: 2003044704

Subjects--Topical Terms:
Genetic programming (Computer science)

LC Class. No.: QA76.623 / .G692 2003

Dewey Class. No.: 006.31 KOZ