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Genetic programming IV : routine human-competitive machine intelligence

Genetic programming IV : routine human-competitive machine intelligence

Material type
단행본
Personal Author
Koza, John R.
Title Statement
Genetic programming IV : routine human-competitive machine intelligence / John R. Koza ... [et al.].
Publication, Distribution, etc
New York :   Springer,   c2003.  
Physical Medium
xxviii, 590 p. : ill. ; 24 cm.+ 1 DVD (4 3/4 in.).
Series Statement
Genetic programming series ;GPEM 5
ISBN
0387250670 (pbk.)
Bibliography, Etc. Note
Includes bibliographical references and index.
Subject Added Entry-Topical Term
Genetic programming (Computer science)
000 01159namuu2200313ia 4500
001 000045215718
005 20051221164320
008 051221s2003 nyua b 001 0 eng d
020 ▼a 0387250670 (pbk.)
040 ▼a WEA ▼c WEA ▼d 211009
049 ▼a KUBA
050 ▼a QA76.623 ▼b .G692 2003b
082 0 4 ▼a 006.31 ▼2 22
090 ▼a 006.31 ▼b K88g ▼c 4
245 0 0 ▼a Genetic programming IV : ▼b routine human-competitive machine intelligence / ▼c John R. Koza ... [et al.].
246 3 ▼a Genetic programming 4
246 3 ▼a Genetic programming four
246 3 0 ▼a Routine human-competitive machine intelligence
246 3 ▼a Routine human competitive machine intelligence
260 ▼a New York : ▼b Springer, ▼c c2003.
300 ▼a xxviii, 590 p. : ▼b ill. ; ▼c 24 cm.+ ▼e 1 DVD (4 3/4 in.).
440 0 ▼a Genetic programming series ; ▼v GPEM 5
504 ▼a Includes bibliographical references and index.
650 0 ▼a Genetic programming (Computer science)
700 1 ▼a Koza, John R.
945 ▼a KINS
994 ▼a C0 ▼b KUB

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Science & Engineering Library/Sci-Info(Stacks2)/ Call Number 006.31 K88g 4 Accession No. 121118907 Availability Available Due Date Make a Reservation Service B M

Contents information

Table of 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 Re-Invention 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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