Abstract
Genetic algorithms (GAs) have the inherent nature of parallel search. With the advantage of the computing power of PCs, GA computing environment can be shifted from a single machine to Internet. Topology, the organization of the peers, as well as their dynamic change and maintaining mechanisms, is important to organize an efficient and stable topological structure. A new topology is proposed in this paper to create a hybrid structure for large scale of peers. The whole structure is divided into two layers. The upper part is composed by super nodes, while the lower part is composed by the ordinary nodes. Testing shows that it is good for maintaining the platform stable and scalable.
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Yao, H., Yu, L. (2009). Topology Organization in Peer-to-Peer Platform for Genetic Algorithm Environment. In: Cai, Z., Li, Z., Kang, Z., Liu, Y. (eds) Computational Intelligence and Intelligent Systems. ISICA 2009. Communications in Computer and Information Science, vol 51. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-04962-0_18
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DOI: https://doi.org/10.1007/978-3-642-04962-0_18
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