Koza R. Genetic Programming IV. Routine Human-Competitive Machine Intelligence

Springer Science+Business Media, Inc. 2003. 606 p.Background on Genetic Programming
Automatic Synthesis of Controllers
Automatic Synthesis of Circuits
Automatic Synthesis of Circuit Topology, Sizing,
Placement, and Routing
Automatic Synthesis of Antennas
Automatic Synthesis of Genetic Networks
Automatic Synthesis of Metabolic Pathways
Automatic Synthesis of Parameterized Topologies for Controllers
Automatic Synthesis of Parameterized Topologies for Circuits
Automatic Synthesis of Parameterized Topologies with Conditional
Developmental Operators for Circuits
Automatic Synthesis of Improved Tuning Rules for PID Controllers
Automatic Synthesis of Parameterized Topologies for
Improved Controllers
Reinvention of Negative Feedback
Automated Reinvention of Six Post-2000 Patented Circuits
Problems for Which Genetic Programming May Be Well Suited
Parallel Implementation and Computer Time
Historical Perspective on Moore’s Law and the Progression of
Qualitatively More Substantial Results Produced by
Genetic ProgrammingAppendix A: Functions and Terminals
Appendix B: Control Parameters
Appendix C: Patented or Patentable Inventions Generated by
Genetic Programming