Evolutionary Optimization in Dynamic Environments: Genetic Algorithms and Evolutionary Computation, cartea 3
Autor Jürgen Brankeen Limba Engleză Hardback – 31 dec 2001
- continuously and efficiently adapt a solution to a changing environment,
- find a good trade-off between solution quality and adaptation cost,
- find robust solutions whose quality is insensitive to changes in the environment,
- find flexible solutions which are not only good but that can be easily adapted when necessary.
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Specificații
ISBN-13: 9780792376316
ISBN-10: 0792376315
Pagini: 208
Ilustrații: XIV, 208 p.
Dimensiuni: 155 x 235 x 18 mm
Greutate: 0.51 kg
Ediția:2002
Editura: Springer Us
Colecția Springer
Seria Genetic Algorithms and Evolutionary Computation
Locul publicării:New York, NY, United States
ISBN-10: 0792376315
Pagini: 208
Ilustrații: XIV, 208 p.
Dimensiuni: 155 x 235 x 18 mm
Greutate: 0.51 kg
Ediția:2002
Editura: Springer Us
Colecția Springer
Seria Genetic Algorithms and Evolutionary Computation
Locul publicării:New York, NY, United States
Public țintă
ResearchCuprins
1. Brief Introduction to Evolutionary Algorithms.- 1. From Biology to Software.- 2. Basic Evolutionary Algorithm.- 3. Further Aspects.- I Enabling Continuous Adaptation.- 2. Optimization in Dynamic Environments.- 3. Survey: State of the Art.- 4. From Memory to Self-Organization.- 5. Empirical Evaluation.- 6. Summary of Part 1.- II Considering Adaptation Cost.- 7. Adaptation cost vs. Solution quality.- III Robustness and Flexibility — Precaution against Changes.- 8. Searching for Robust Solutions.- 9. From Robustness to Flexibility.- 10. Summary and Outlook.- References.