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