Agent-Based Evolutionary Search
The performance of Evolutionary Algorithms can be enhanced by integrating the concept of agents. Agents and Multi-agents can bring many interesting features which are beyond the scope of traditional evolutionary process and learning. This book... mehr
2010, 291 Seiten, Masse: 15,5 x 23,5 cm, Gebunden, Englisch
Springer-Verlag GmbH ISBN-10: 3642134246
ISBN-13: 9783642134241
Springer-Verlag GmbH ISBN-10: 3642134246ISBN-13: 9783642134241
Produkt-Beschreibung zu: Agent-Based Evolutionary Search
The performance of Evolutionary Algorithms can be enhanced by integrating the concept of agents. Agents and Multi-agents can bring many interesting features which are beyond the scope of traditional evolutionary process and learning. This book presents the state-of-the art in the theory and practice of Agent Based Evolutionary Search and aims to increase the awareness on this effective technology. This includes novel frameworks, a convergence and complexity analysis, as well as real-world applications of Agent Based Evolutionary Search, a design of multi-agent architectures and a design of agent communication and learning Strategy.
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