A Novel Parallel and Distributed Algorithm Based on Crossbar Composite Spring Nets

This paper presents a spring net approach to multi-agent systems (MAS) and computer networks (CN), which transforms the parallel optimization problem in MAS and CN into the evolutionary deformation process of a class of crossbar composite spring nets (CCSN). The proposed spring net is essentially di...

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Vydáno v:2008 Fourth International Conference on Natural Computation Ročník 2; s. 267 - 271
Hlavní autoři: Dianxun Shuai, Qing Shuai
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.10.2008
Témata:
Cities and towns
Computer networks
Concurrent computing
crossbar composite spring net
Distributed algorithms
distributed artificial intelligence
Distributed computing
distributed problem solving
Logic
multi-agent system
Multiagent systems
parallel algorithm
Rubber
Sociology
Springs
ISBN:9780769533049, 0769533043
ISSN:2157-9555
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Popis
Shrnutí:This paper presents a spring net approach to multi-agent systems (MAS) and computer networks (CN), which transforms the parallel optimization problem in MAS and CN into the evolutionary deformation process of a class of crossbar composite spring nets (CCSN). The proposed spring net is essentially different from the elastic net developed by Durbin and Willshaw and subsequently extended byClaudia, Burr, Stone, et al. The mathematical and physical models of the CCSN used for parallel optimization in MAS and CN are discussed. The CCSN approach outperforms over the elastic net and other optimization methods currently used in MAS and CN in terms of the ability to deal with a variety of complicated social interactions and autonomous behaviors that may occur in MAS and CN.
ISBN:9780769533049
0769533043
ISSN:2157-9555
DOI:10.1109/ICNC.2008.321