Coevolutionary Computation and Its Applications

Part I Coevolutionary Computation Fundamentals, Applications, and Challenges.- Chapter 1 Evolutionary Computation: An Overview.- Chapter 2 Introduction to Coevolutionary Computation.- Chapter 3  Principal Approaches of Coevolution: Competitive and Cooperative.- Chapter 4 Applications of Coevolution in Real World Problem Solving.- Chapter 5 Pathologies and Analysis in Coevolutionary Search.- Part II Coevolutionary Computation on Optimization Problems.- Chapter 6 Coevolutionary Construction of Parallel Algorithm Portfolio Optimization.- Chapter 7 Cooperative Coevolution for Large Scale Optimization.- Chapter 8 High Dimensional Optimization as Computationally Expensive Optimization.- Chapter 9 Design Space Exploration for Multimode Dataflow Mapping.- Chapter 10 Cooperative Coevolutionary Design Optimization in Concurrent Engineering.- Part III Coevolutionary Computation on Learning Problems.- Chapter 11 Coevolutionary Learning in Noncooperative Games.- Chapter 12 Generalization in Coevolutionary Learning.- Chapter 13 Impact of Problem Structures in Coevolution.

• Erscheinungsdatum: 15.04.2025
• Autor/Autorin: Xin Yao,Siang Yew Chong
• Reihe: Artificial Intelligence (R0)
• Format: E-Book
• Dateiformat: PDF
• Kopierschutz: Wasserzeichen
• Dateigröße: 18.6 MB
• Verlag: SPRINGER
• Sprache: Englisch
• Umfang: 489 Seiten
• ISBN: 9789819628414
• Lieferung: Sofort per Download
• Hinweis: Sofort per Download lieferbar. Kein physischer Versand.
• Kompatibilität: Lesbar auf Geräten und Apps mit PDF-Unterstützung.