Advances in Evolutionary Computing for System Design
- المؤلف
- Lakhmi C. Jain, Vasile Palade, Dipti Srinivasan
- سنة النشر
- 2007
- الناشر
- Springer
- لغة الملف
- انكليزي
- نوع الملف
- Book
- تصنيف الكتاب
- Engineering
- تحميل الكتاب قراءة الكتاب
Evolutionary computing paradigms offer robust and powerful adaptive search mechanisms for system design. This book includes thirteen chapters covering a wide area of topics in evolutionary computing and applications including: -Introduction to evolutionary computing in system design - Evolutionary neuro-fuzzy systems - Evolution of fuzzy controllers - Genetic algorithms for multi-classifier design -Evolutionary grooming of traffic -Evolutionary particle swarms -Fuzzy logic systems using genetic algorithms - Evolutionary algorithms and immune learning for neural network-based controller design - Distributed problem solving using evolutionary learning -Evolutionary computing within grid environment -Evolutionary game theory in wireless mesh networks - Hybrid multiobjective evolutionary algorithms for the sailor assignment problem - Evolutionary techniques in hardware optimization
الكلمات المفتاحية: Engineering / Multi-agent system / Algorithm / Algorithms / Cognition / Evolution / Evolutionary algorithm / Evolutionary computation / Game theory / Genetic algorithm / Intelligent systems / Learning / Neural network / Optimization / Problem solving / Verification
