Agent-Based Computing

Duarte Bouça, Amaro Gafagnão (Herausgeber)

Buch | Hardcover

334 Seiten

2010
Nova Science Publishers Inc (Verlag)
9781608766840 (ISBN)

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Multi-agent systems (MAS) often deal with complex applications that require distributed problem solving. This book discusses a number of research issues concerned with the use of Multi-Agent Systems for Data Mining (MADM), also known as agent-driven data mining.

Multi-agent systems (MAS) often deal with complex applications that require distributed problem solving. In many applications, the individual and collective behaviour of the agents depends on the observed data from distributed sources. This book discusses a number of research issues concerned with the use of Multi-Agent Systems for Data Mining (MADM), also known as agent-driven data mining. In addition, optimisation algorithms are very important in modern research and industrial areas. This book examines one multi-population co-genetic algorithm (MPAGA) with double chain-like agent structure to realise parallel optimisation, combining chain-like agent structure and multi-population parallel searching. Furthermore, this book proposes an efficient modular artificial neural network (ANN) architecture for the intelligent decision making of a robot in a robot soccer systems with different team configurations. Other chapters review the use of radio frequency identification (RFID) technology with supply chain agents and then analyse the security requirements, describe how to design and implement a large-scale multi-agent simulation software, and provide a framework of evacuation simulation for urban hazards such as flooding with effective agent's interaction tools with other agents and the physical environment.

Preface; Agent-Based Genetic Algorithm for Global Numerical Optimization & Feature Selection; Multi-Agent Enterprise Sustainability Performance Measurement System; A Modular Artificial Neural Network Based Decision Making in a Multi-Agent Robot Soccer System; Security & Privacy in Track & Trace Infrastructures; A Challenge to Develop Large-Scale Agent Simulation Software; A Framework of an Agent-Based Model Using Social & Physical Interaction for Vulnerability Analysis on Flood Events; An Investigation into the Issues of Multi-Agent Data Mining; Agent-Based Discovery, Composition & Orchestration of Grid Web Services; An Efficient Mobile-Agent-Based Platform for Dynamic Service Provisioning in 3G/UMTs; Index.

Erscheint lt. Verlag	1.7.2010
Zusatzinfo	Illustrations
Verlagsort	New York
Sprache	englisch
Maße	260 x 180 mm
Gewicht	708 g
Themenwelt	Mathematik / Informatik ► Informatik ► Theorie / Studium
ISBN-13	9781608766840 / 9781608766840
Zustand	Neuware