Advances in genetic programming.: Volume III /
Genetic programming is a form of evolutionary computation that evolves programs and program-like executable structures for developing reliable time- and cost-effective applications. It does this by breeding programs over many generations, using the principles of natural selection, sexual recombinati...
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge, Mass. :
MIT Press,
[1999]
|
| Schriftenreihe: | Complex adaptive systems.
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | Genetic programming is a form of evolutionary computation that evolves programs and program-like executable structures for developing reliable time- and cost-effective applications. It does this by breeding programs over many generations, using the principles of natural selection, sexual recombination, and mutuation. This third volume of Advances in Genetic Programming highlights many of the recent technical advances in this increasingly popular field. |
| Beschreibung: | "A Bradford book." |
| Beschreibung: | 1 online resource (476 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and indexes. |
| ISBN: | 0585159009 9780585159003 9780262284127 026228412X |
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| 245 | 0 | 0 | |a Advances in genetic programming. |n Volume III / |c edited by Lee Spector, William B. Langdon, Una-May O'Reilly. |
| 246 | 3 | |a Advances in genetic programming. |n Vol. 3 | |
| 264 | 1 | |a Cambridge, Mass. : |b MIT Press, |c [1999] | |
| 264 | 4 | |c ©1999 | |
| 300 | |a 1 online resource (476 pages) : |b illustrations | ||
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| 490 | 1 | |a Complex adaptive systems | |
| 500 | |a "A Bradford book." | ||
| 504 | |a Includes bibliographical references and indexes. | ||
| 505 | 0 | 0 | |t Contributors -- |t Acknowledgments -- |g 1. |t An Introduction to the Third Volume / |r Lee Spector, William B. Langdon, Una-May O'Reilly, Peter J. Angelino -- |g I. |t Applications -- |g 2. |t An Automatic Software Re-Engineering Tool Based on Genetic Programming / |r Conor Ryan and Laur Ivan -- |g 3. |t CAD Surface Reconstruction from Digitized 3D Point Data with a Genetic Programming/Evolution Strategy Hybrid / |r Robert E. Keller, Wolfgang Banzhaf, Jorn Mehnen and Klaus Weinert -- |g 4. |t A Genetic Programming Approach for Robust Language Interpretation / |r Carolyn Penstein Rose -- |g 5. |t Time Series Modeling Using Genetic Programming: An Application to Rainfall-Runoff Models / |r Peter A. Whigham and Peter F. Crapper -- |g 6. |t Automatic Synthesis, Placement, and Routing of Electrical Circuits by Means of Genetic Programming / |r John R. Koza and Forest H. Bennett III -- |g 7. |t Quantum Computing Applications of Genetic Programming / |r Lee Spector, Howard Barnum, Herbert J. Bernstein and Nikhil Swamy -- |g II. |t Theory -- |g II. |t Theory -- |g 8. |t The Evolution of Size and Shape / |r William B. Langdon, Terry Soule, Riccardo Poli and James A. Foster -- |g 9. |t Fitness Distributions: Tools for Designing Efficient Evolutionary Computations / |r Christian Igel and Kumar Chellapilla -- |g 10. |t Analysis of Single-Node (Building) Blocks in Genetic Programming / |r Jason M. Daida, Robert R. Bertram, John A. Polito 2 and Stephen A. Stanhope -- |g 11. |t Rooted-Tree Schemata in Genetic Programming / |r Justinian P. Rosca and Dana H. Ballard -- |g III. |t Extensions -- |g III. |t Extensions -- |g 12. |t Efficient Evolution of Machine Code for CISC Architectures Using Instruction Blocks and Homologous Crossover / |r Peter Nordin, Wolfgang Banzhaf and Frank D. Francone -- |g 13. |t Sub-machine-code Genetic Programming / |r Riccardo Poli and William B. Langdon -- |g 14. |t The Internal Reinforcement of Evolving Algorithms / |r Astro Teller -- |g 15. |t Inductive Genetic Programming with Immune Network Dynamics / |r Nikolay I. Nikolaev, Hitoshi Iba and Vanio Slavov -- |g 16. |t A Self-Tuning Mechanism for Depth-Dependent Crossover / |r Takuyo Ito, Hitoshi Iba and Satoshi Sato -- |g 17. |t Genetic Recursive Regression for Modeling and Forecasting Real-World Chaotic Time Series / |r Geum Yong Lee -- |g 18. |t Co-evolutionary Fitness Switching: Learning Complex Collective Behaviors Using Genetic Programming / |r Byoung-Tak Zhang and Dong-Yeon Cho -- |g 19. |t Evolving Multiple Agents by Genetic Programming / |r Hitoshi Iba -- |t Index. |
| 588 | 0 | |a Print version record. | |
| 520 | 8 | |a Genetic programming is a form of evolutionary computation that evolves programs and program-like executable structures for developing reliable time- and cost-effective applications. It does this by breeding programs over many generations, using the principles of natural selection, sexual recombination, and mutuation. This third volume of Advances in Genetic Programming highlights many of the recent technical advances in this increasingly popular field. | |
| 546 | |a English. | ||
| 650 | 0 | |a Genetic programming (Computer science) |0 http://id.loc.gov/authorities/subjects/sh96010308 | |
| 650 | 6 | |a Programmation génétique (Informatique) | |
| 650 | 7 | |a COMPUTERS |x Enterprise Applications |x Business Intelligence Tools. |2 bisacsh | |
| 650 | 7 | |a COMPUTERS |x Intelligence (AI) & Semantics. |2 bisacsh | |
| 650 | 0 | 7 | |a Genetic programming (Computer science) |2 cct |
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| 700 | 1 | |a Spector, Lee, |e editor. | |
| 700 | 1 | |a Langdon, William B., |e editor. | |
| 700 | 1 | |a O'Reilly, Una-May, |e editor. | |
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| author_additional | Lee Spector, William B. Langdon, Una-May O'Reilly, Peter J. Angelino -- Conor Ryan and Laur Ivan -- Robert E. Keller, Wolfgang Banzhaf, Jorn Mehnen and Klaus Weinert -- Carolyn Penstein Rose -- Peter A. Whigham and Peter F. Crapper -- John R. Koza and Forest H. Bennett III -- Lee Spector, Howard Barnum, Herbert J. Bernstein and Nikhil Swamy -- William B. Langdon, Terry Soule, Riccardo Poli and James A. Foster -- Christian Igel and Kumar Chellapilla -- Jason M. Daida, Robert R. Bertram, John A. Polito 2 and Stephen A. Stanhope -- Justinian P. Rosca and Dana H. Ballard -- Peter Nordin, Wolfgang Banzhaf and Frank D. Francone -- Riccardo Poli and William B. Langdon -- Astro Teller -- Nikolay I. Nikolaev, Hitoshi Iba and Vanio Slavov -- Takuyo Ito, Hitoshi Iba and Satoshi Sato -- Geum Yong Lee -- Byoung-Tak Zhang and Dong-Yeon Cho -- Hitoshi Iba -- |
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| contents | Contributors -- Acknowledgments -- An Introduction to the Third Volume / Applications -- An Automatic Software Re-Engineering Tool Based on Genetic Programming / CAD Surface Reconstruction from Digitized 3D Point Data with a Genetic Programming/Evolution Strategy Hybrid / A Genetic Programming Approach for Robust Language Interpretation / Time Series Modeling Using Genetic Programming: An Application to Rainfall-Runoff Models / Automatic Synthesis, Placement, and Routing of Electrical Circuits by Means of Genetic Programming / Quantum Computing Applications of Genetic Programming / Theory -- The Evolution of Size and Shape / Fitness Distributions: Tools for Designing Efficient Evolutionary Computations / Analysis of Single-Node (Building) Blocks in Genetic Programming / Rooted-Tree Schemata in Genetic Programming / Extensions -- Efficient Evolution of Machine Code for CISC Architectures Using Instruction Blocks and Homologous Crossover / Sub-machine-code Genetic Programming / The Internal Reinforcement of Evolving Algorithms / Inductive Genetic Programming with Immune Network Dynamics / A Self-Tuning Mechanism for Depth-Dependent Crossover / Genetic Recursive Regression for Modeling and Forecasting Real-World Chaotic Time Series / Co-evolutionary Fitness Switching: Learning Complex Collective Behaviors Using Genetic Programming / Evolving Multiple Agents by Genetic Programming / Index. |
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| id | ZDB-4-EBA-ocm44962674 |
| illustrated | Illustrated |
| indexdate | 2024-11-27T13:15:06Z |
| institution | BVB |
| isbn | 0585159009 9780585159003 9780262284127 026228412X |
| language | English |
| oclc_num | 44962674 |
| open_access_boolean | |
| owner | MAIN DE-863 DE-BY-FWS |
| owner_facet | MAIN DE-863 DE-BY-FWS |
| physical | 1 online resource (476 pages) : illustrations |
| psigel | ZDB-4-EBA |
| publishDate | 1999 |
| publishDateSearch | 1999 |
| publishDateSort | 1999 |
| publisher | MIT Press, |
| record_format | marc |
| series | Complex adaptive systems. |
| series2 | Complex adaptive systems |
| spelling | Advances in genetic programming. Volume III / edited by Lee Spector, William B. Langdon, Una-May O'Reilly. Advances in genetic programming. Vol. 3 Cambridge, Mass. : MIT Press, [1999] ©1999 1 online resource (476 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Complex adaptive systems "A Bradford book." Includes bibliographical references and indexes. Contributors -- Acknowledgments -- 1. An Introduction to the Third Volume / Lee Spector, William B. Langdon, Una-May O'Reilly, Peter J. Angelino -- I. Applications -- 2. An Automatic Software Re-Engineering Tool Based on Genetic Programming / Conor Ryan and Laur Ivan -- 3. CAD Surface Reconstruction from Digitized 3D Point Data with a Genetic Programming/Evolution Strategy Hybrid / Robert E. Keller, Wolfgang Banzhaf, Jorn Mehnen and Klaus Weinert -- 4. A Genetic Programming Approach for Robust Language Interpretation / Carolyn Penstein Rose -- 5. Time Series Modeling Using Genetic Programming: An Application to Rainfall-Runoff Models / Peter A. Whigham and Peter F. Crapper -- 6. Automatic Synthesis, Placement, and Routing of Electrical Circuits by Means of Genetic Programming / John R. Koza and Forest H. Bennett III -- 7. Quantum Computing Applications of Genetic Programming / Lee Spector, Howard Barnum, Herbert J. Bernstein and Nikhil Swamy -- II. Theory -- II. Theory -- 8. The Evolution of Size and Shape / William B. Langdon, Terry Soule, Riccardo Poli and James A. Foster -- 9. Fitness Distributions: Tools for Designing Efficient Evolutionary Computations / Christian Igel and Kumar Chellapilla -- 10. Analysis of Single-Node (Building) Blocks in Genetic Programming / Jason M. Daida, Robert R. Bertram, John A. Polito 2 and Stephen A. Stanhope -- 11. Rooted-Tree Schemata in Genetic Programming / Justinian P. Rosca and Dana H. Ballard -- III. Extensions -- III. Extensions -- 12. Efficient Evolution of Machine Code for CISC Architectures Using Instruction Blocks and Homologous Crossover / Peter Nordin, Wolfgang Banzhaf and Frank D. Francone -- 13. Sub-machine-code Genetic Programming / Riccardo Poli and William B. Langdon -- 14. The Internal Reinforcement of Evolving Algorithms / Astro Teller -- 15. Inductive Genetic Programming with Immune Network Dynamics / Nikolay I. Nikolaev, Hitoshi Iba and Vanio Slavov -- 16. A Self-Tuning Mechanism for Depth-Dependent Crossover / Takuyo Ito, Hitoshi Iba and Satoshi Sato -- 17. Genetic Recursive Regression for Modeling and Forecasting Real-World Chaotic Time Series / Geum Yong Lee -- 18. Co-evolutionary Fitness Switching: Learning Complex Collective Behaviors Using Genetic Programming / Byoung-Tak Zhang and Dong-Yeon Cho -- 19. Evolving Multiple Agents by Genetic Programming / Hitoshi Iba -- Index. Print version record. Genetic programming is a form of evolutionary computation that evolves programs and program-like executable structures for developing reliable time- and cost-effective applications. It does this by breeding programs over many generations, using the principles of natural selection, sexual recombination, and mutuation. This third volume of Advances in Genetic Programming highlights many of the recent technical advances in this increasingly popular field. English. Genetic programming (Computer science) http://id.loc.gov/authorities/subjects/sh96010308 Programmation génétique (Informatique) COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Genetic programming (Computer science) cct Genetic programming (Computer science) fast Computadores (software) larpcal Spector, Lee, editor. Langdon, William B., editor. O'Reilly, Una-May, editor. Print version: Advances in genetic programming. Vol. 3. Cambridge, Mass. : MIT Press, ©1999 0262194236 (DLC) 93047518 (OCoLC)29595260 Complex adaptive systems. http://id.loc.gov/authorities/names/n91106275 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=9359 Volltext |
| spellingShingle | Advances in genetic programming. Complex adaptive systems. Contributors -- Acknowledgments -- An Introduction to the Third Volume / Applications -- An Automatic Software Re-Engineering Tool Based on Genetic Programming / CAD Surface Reconstruction from Digitized 3D Point Data with a Genetic Programming/Evolution Strategy Hybrid / A Genetic Programming Approach for Robust Language Interpretation / Time Series Modeling Using Genetic Programming: An Application to Rainfall-Runoff Models / Automatic Synthesis, Placement, and Routing of Electrical Circuits by Means of Genetic Programming / Quantum Computing Applications of Genetic Programming / Theory -- The Evolution of Size and Shape / Fitness Distributions: Tools for Designing Efficient Evolutionary Computations / Analysis of Single-Node (Building) Blocks in Genetic Programming / Rooted-Tree Schemata in Genetic Programming / Extensions -- Efficient Evolution of Machine Code for CISC Architectures Using Instruction Blocks and Homologous Crossover / Sub-machine-code Genetic Programming / The Internal Reinforcement of Evolving Algorithms / Inductive Genetic Programming with Immune Network Dynamics / A Self-Tuning Mechanism for Depth-Dependent Crossover / Genetic Recursive Regression for Modeling and Forecasting Real-World Chaotic Time Series / Co-evolutionary Fitness Switching: Learning Complex Collective Behaviors Using Genetic Programming / Evolving Multiple Agents by Genetic Programming / Index. Genetic programming (Computer science) http://id.loc.gov/authorities/subjects/sh96010308 Programmation génétique (Informatique) COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Genetic programming (Computer science) cct Genetic programming (Computer science) fast Computadores (software) larpcal |
| subject_GND | http://id.loc.gov/authorities/subjects/sh96010308 |
| title | Advances in genetic programming. |
| title_alt | Advances in genetic programming. Vol. 3 Contributors -- Acknowledgments -- An Introduction to the Third Volume / Applications -- An Automatic Software Re-Engineering Tool Based on Genetic Programming / CAD Surface Reconstruction from Digitized 3D Point Data with a Genetic Programming/Evolution Strategy Hybrid / A Genetic Programming Approach for Robust Language Interpretation / Time Series Modeling Using Genetic Programming: An Application to Rainfall-Runoff Models / Automatic Synthesis, Placement, and Routing of Electrical Circuits by Means of Genetic Programming / Quantum Computing Applications of Genetic Programming / Theory -- The Evolution of Size and Shape / Fitness Distributions: Tools for Designing Efficient Evolutionary Computations / Analysis of Single-Node (Building) Blocks in Genetic Programming / Rooted-Tree Schemata in Genetic Programming / Extensions -- Efficient Evolution of Machine Code for CISC Architectures Using Instruction Blocks and Homologous Crossover / Sub-machine-code Genetic Programming / The Internal Reinforcement of Evolving Algorithms / Inductive Genetic Programming with Immune Network Dynamics / A Self-Tuning Mechanism for Depth-Dependent Crossover / Genetic Recursive Regression for Modeling and Forecasting Real-World Chaotic Time Series / Co-evolutionary Fitness Switching: Learning Complex Collective Behaviors Using Genetic Programming / Evolving Multiple Agents by Genetic Programming / Index. |
| title_auth | Advances in genetic programming. |
| title_exact_search | Advances in genetic programming. |
| title_full | Advances in genetic programming. Volume III / edited by Lee Spector, William B. Langdon, Una-May O'Reilly. |
| title_fullStr | Advances in genetic programming. Volume III / edited by Lee Spector, William B. Langdon, Una-May O'Reilly. |
| title_full_unstemmed | Advances in genetic programming. Volume III / edited by Lee Spector, William B. Langdon, Una-May O'Reilly. |
| title_short | Advances in genetic programming. |
| title_sort | advances in genetic programming |
| topic | Genetic programming (Computer science) http://id.loc.gov/authorities/subjects/sh96010308 Programmation génétique (Informatique) COMPUTERS Enterprise Applications Business Intelligence Tools. bisacsh COMPUTERS Intelligence (AI) & Semantics. bisacsh Genetic programming (Computer science) cct Genetic programming (Computer science) fast Computadores (software) larpcal |
| topic_facet | Genetic programming (Computer science) Programmation génétique (Informatique) COMPUTERS Enterprise Applications Business Intelligence Tools. COMPUTERS Intelligence (AI) & Semantics. Computadores (software) |
| url | https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=9359 |
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