Advances in genetic programming.
Advances in genetic programming. Vol. 3 /
edited by Lee Spector, William B. Langdon, Una-May O'Reilly.
- Cambridge, Mass. : MIT Press, �1999.
- 1 online resource (476 pages) : illustrations.
- Complex adaptive systems .
- Complex adaptive systems. .
"A Bradford book."
Includes bibliographical references and indexes.
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 -- 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 -- 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. 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 -- 1. I. 2. 3. 4. 5. 6. 7. II. II. 8. 9. 10. 11. III. III. 12. 13. 14. 15. 16. 17. 18. 19.
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.
0585159009 9780585159003 0262194236 9780262194235 9780262284127 026228412X
Genetic programming (Computer science)
COMPUTERS--Enterprise Applications--Business Intelligence Tools.
COMPUTERS--Intelligence (AI) & Semantics.
Genetic programming (Computer science)
Computadores (software)
Electronic books.
Electronic books.
QA76.6 / .A3333 1999eb
006.3
"A Bradford book."
Includes bibliographical references and indexes.
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 -- 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 -- 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. 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 -- 1. I. 2. 3. 4. 5. 6. 7. II. II. 8. 9. 10. 11. III. III. 12. 13. 14. 15. 16. 17. 18. 19.
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.
0585159009 9780585159003 0262194236 9780262194235 9780262284127 026228412X
Genetic programming (Computer science)
COMPUTERS--Enterprise Applications--Business Intelligence Tools.
COMPUTERS--Intelligence (AI) & Semantics.
Genetic programming (Computer science)
Computadores (software)
Electronic books.
Electronic books.
QA76.6 / .A3333 1999eb
006.3