Evolutionary Optimization - Softcover

Softcover

ISBN 10: 1475775695 ISBN 13: 9781475775693

Publisher: Springer, 2013

Synopsis

Preface. Contributing Authors. Part I: Introduction. 1. Conventional Optimization Techniques; M.S. Hillier, F.S. Hillier. 2. Evolutionary Computation; Xin Yao. Part II: Single Objective Optimization. 3. Evolutionary Algorithms and Constrained Optimization; Z. Michalewicz, M. Schmidt. 4. Constrained Evolutionary Optimization; T. Runarsson, Xin Yao. Part III: Multi-Objective Optimization. 5. Evolutionary Multiobjective Optimization; C.A. Coello Coello. 6. MEA for Engineering Shape Design; K. Deb, T. Goel. 7. Assessment Methodologies for MEAs; R. Saker, C.A. Coello Coello. Part IV: Hybrid Algorithms. 8. Hybrid Genetic Algorithms; J.A. Joines, M.G. Kay. 9. Combining choices of heuristics; P. Ross, E. Hart. 10. Nonlinear Constrained Optimization; B.W. Wah, Yi-Xin Chen. Part V: Parameter Selection in EAs. 11. Parameter Selection; Z. Michalewicz, et al. Part VI: Application of EAs to Practical Problems. 12. Design of Production Facilities. 13. Virtual Population and Acceleration Techniques. Part VII: Application of EAs to Theoretical Problems. 14. Methods for the analysis of EAs on pseudo-boolean functions; I. Wegener. 15. A GA Heuristic For Finite Horizon POMDPs; A.Z.-Z. Lin, et al. 16. Finding Good k-Tree Subgraphs; E. Ghashghai, R.L. Rardin. Index.

Edition details

• Publisher: Springer
• Publication date: 2013
• Language: English
• ISBN 10: 1475775695
• ISBN 13: 9781475775693
• Binding: Paperback
• Number of pages: 436
• Editor: Sarker Ruhul, Mohammadian Masoud, Xin Yao