Self-adaptive obtaining water-supply reservoir operation rules: Co-evolution artificial immune system
作者:
Highlights:
• We propose a reservoir operating rule extraction architecture inspired by self-adaptive learning of antibodies to antigens.
• We establish a co-evolutionary artificial immune system model to extract the water-supply reservoir operating rules.
• The model can self-adaptively track and adjust the population of the rules to be response to complex operation environment.
• The obtained rules can gain the experience of reservoir operation and provide more sufficient decision-making information.
摘要
•We propose a reservoir operating rule extraction architecture inspired by self-adaptive learning of antibodies to antigens.•We establish a co-evolutionary artificial immune system model to extract the water-supply reservoir operating rules.•The model can self-adaptively track and adjust the population of the rules to be response to complex operation environment.•The obtained rules can gain the experience of reservoir operation and provide more sufficient decision-making information.
论文关键词:Water-supply reservoir,Operating rules,Complexity adaptive system,Co-evolution artificial immune system
论文评审过程:Available online 21 August 2013.
论文官网地址:https://doi.org/10.1016/j.eswa.2013.08.024