Reliability and topology based network design using pattern mining guided genetic algorithm
作者：
Highlights：
• Genetic algorithm guided with pattern mining for designing optimal network is proposed.
• Networks considered have different link and node failure rates.
• Association rules between networks of good and bad performances are devised.
• Mined patterns guide the genetic algorithm during mutation & crossover operations.
• Proposed method is effective in designing optimal network.
摘要
•Genetic algorithm guided with pattern mining for designing optimal network is proposed.•Networks considered have different link and node failure rates.•Association rules between networks of good and bad performances are devised.•Mined patterns guide the genetic algorithm during mutation & crossover operations.•Proposed method is effective in designing optimal network.
论文关键词：Genetic algorithm,Network design,Network reliability,Pattern mining
论文评审过程：Available online 19 May 2015, Version of Record 18 June 2015.
论文官网地址：https://doi.org/10.1016/j.eswa.2015.05.019
