Genetic programming IV : routine human-competitive machine intelligence / John R. Koza ... [et al.].

Contributor(s):

Koza, John R

Material type:

TextSeries: Genetic programming series ; GPEM 5Publication details: Norwell, Mass. : Kluwer Academic Publishers, 2003.Description: xxviii, 590 p. : ill. ; 24 cm. + 1 DVD (4 3/4 in.)ISBN:

1402074468 (alk. paper)

Other title:

Genetic programming 4
Genetic programming four
Routine human-competitive machine intelligence

Subject(s):

Genetic programming (Computer science)

DDC classification:

006.31 KOZ 23

LOC classification:

QA76.623 .G692 2003

Online resources:

Contents:

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

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Holdings
Cover image	Item type	Current library	Home library	Collection	Shelving location	Call number	Materials specified	Vol info	URL	Copy number	Status	Notes	Date due	Barcode	Item holds	Item hold queue priority	Course reserves
	Stack text books	All India Institute of Speech and Hearing		3/3		006.31 KOZ (Browse shelf(Opens below))					Available			14696

Total holds: 0

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

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