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Agent-Based Computing

Agent-Based Computing


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About the Book

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.

Table of Contents:
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.


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Product Details
  • ISBN-13: 9781608766840
  • Publisher: Nova Science Publishers Inc
  • Publisher Imprint: Nova Science Publishers Inc
  • Height: 180 mm
  • No of Pages: 334
  • Weight: 708 gr
  • ISBN-10: 1608766845
  • Publisher Date: 01 Jul 2010
  • Binding: Hardback
  • Language: English
  • Returnable: N
  • Width: 260 mm


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