Genetic programming : an introduction on the automatic evolution of computer programs and its applications /
Wolfgang Banzhaf ... [et al.].
- San Francisco, Calif. : Morgan Kaufmann Publishers, c1998.
- xix, 470 p. : ill. ; 25 cm.
Includes bibliographical references (p. 399-443) and indexes.
Foreword by John R. Koza. - Preface. - Acknowledgments. I. Prerequisites of Genetic Programming. 1. Genetic Programming as Machine Learning. 2. Genetic Programming and Biology. 3. Computer Science and Mathematical Basics. 4. Genetic Programming as Evolutionary Computation.. - II. Genetic Programming Fundamentals. 5. Basic Concepts - Fundamentals. 6. Crossover - The Center of the Storm. 7. Genetic Programming and Emergent Order. 8. Analysis - Improving Genetic Programming with Statistics. - III. Advanced Topics in Genetic Programming. 9. Different Varieties of Genetic Programming. 10. Advanced Genetic Programming. 11. Implementation - Making Genetic Programming Work. 12. Applications of Genetic Programming. 13. Summary and Perspectives. - A. Printed and Recorded Resources. - B. Information Available on the Internet. - C. GP Software. - D. Events. - Bibliography. - Person Index. - Subject Index.
155860510X (hbk.)
Genetic programming (Computer science)
006.31 / GEN
Includes bibliographical references (p. 399-443) and indexes.
Foreword by John R. Koza. - Preface. - Acknowledgments. I. Prerequisites of Genetic Programming. 1. Genetic Programming as Machine Learning. 2. Genetic Programming and Biology. 3. Computer Science and Mathematical Basics. 4. Genetic Programming as Evolutionary Computation.. - II. Genetic Programming Fundamentals. 5. Basic Concepts - Fundamentals. 6. Crossover - The Center of the Storm. 7. Genetic Programming and Emergent Order. 8. Analysis - Improving Genetic Programming with Statistics. - III. Advanced Topics in Genetic Programming. 9. Different Varieties of Genetic Programming. 10. Advanced Genetic Programming. 11. Implementation - Making Genetic Programming Work. 12. Applications of Genetic Programming. 13. Summary and Perspectives. - A. Printed and Recorded Resources. - B. Information Available on the Internet. - C. GP Software. - D. Events. - Bibliography. - Person Index. - Subject Index.
155860510X (hbk.)
Genetic programming (Computer science)
006.31 / GEN