Distributed Problem Solving

Distributed Problem Solving

Distributed problem solving is a subfield within multiagent systems, where agents are assumed to be part of a team and collaborate with each other to reach a common goal. In this article, we illustrate the motivations for distributed problem solving and provide an overview of two distributed problem...

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Veröffentlicht in:The AI magazine 2012-09, Vol.33 (3), p.53-65
Hauptverfasser: Yeoh, William, Yokoo, Makoto
Format: Artikel
Sprache:eng
Schlagworte:
Algorithm
Algorithmics. Computability. Computer arithmetics
Algorithms
Applied sciences
Artificial intelligence
Auctions
Cloud computing
Computer science
control theory
systems
Computer systems and distributed systems. User interface
Exact sciences and technology
Intelligent agents
Methods
Multi-agent systems
Problem solving
R&D
Research & development
Software
Studies
Theoretical computing
Variables
Wireless LAN/WAN system
Wireless LANs
Wireless local area networks (Computer networks)
Wireless network
Wireless networks
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Beschreibung
Zusammenfassung:Distributed problem solving is a subfield within multiagent systems, where agents are assumed to be part of a team and collaborate with each other to reach a common goal. In this article, we illustrate the motivations for distributed problem solving and provide an overview of two distributed problem‐solving models, namely distributed constraint‐satisfaction problems (DCSPs) and distributed constraint‐optimization problems (DCOPs), and some of their algorithms.
ISSN:0738-4602
2371-9621
DOI:10.1609/aimag.v33i3.2429