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Genetic programming IV : routine human-competitive machine intelligence

Genetic programming IV : routine human-competitive machine intelligence

자료유형
단행본
개인저자
Koza, John R.
서명 / 저자사항
Genetic programming IV : routine human-competitive machine intelligence / John R. Koza ... [et al.].
발행사항
New York :   Springer,   c2003.  
형태사항
xxviii, 590 p. : ill. ; 24 cm.+ 1 DVD (4 3/4 in.).
총서사항
Genetic programming series ;GPEM 5
ISBN
0387250670 (pbk.)
서지주기
Includes bibliographical references and index.
일반주제명
Genetic programming (Computer science)
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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
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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

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 006.31 K88g 4 등록번호 121118907 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

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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