Study on the evolutionary optimisation of the topology of network control systems

作者: Zude Zhou , Benyuan Chen , Hong Wang , Zhun Fan

DOI: 10.1080/17517570903527861

关键词: Evolutionary algorithmPopulationRelation (database)Context (language use)Network calculusTopologySet (abstract data type)EngineeringTopology (electrical circuits)Process (computing)Information Systems and ManagementComputer Science Applications

摘要: Computer networks have been very popular in enterprise applications. However, optimisation of network designs that allows to be used more efficiently industrial environment and applications remains an interesting research topic. This article mainly discusses the topology theory methods control system based on switched Ethernet context. Factors affect real-time performance are presented detail, criteria with their internal relations analysed. After definition parameters, normalised indices for evaluation proposed. The problem is formulated as a multi-objective evolutionary algorithm applied solve it. Special communication characteristics considered process. In respect design, improved arena proposed construction non-dominated set population. addition, individuals, integrated use dominative relation method objective function combination method, reducing computational cost algorithm, given. Simulation tests show preferable superior compared other algorithms. final solution greatly improves following indices: traffic localisation, balance utilisation rate switches. new index its estimation process

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