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Emergency capability assessment of hydropower engineering is researched by using two fuzzy neural network ('FNN') models which are constructed with the aid of AND OR fuzzy neurons, namely: (i) the genetic algorithm-based fuzzy neural network ('GA-FNN'); and (ii) the hybrid genetic algorithm-based fuzzy neural network ('HGA-FNN'). The GA-FNN model employs a basic genetic algorithm ('GA') to optimize its structure and skeleton and HGA-FNN model is designed as the extension of GA-FNN which isdoi:10.12783/dtmse/msce2016/10472 fatcat:glbxkdlw3revtggguudilczscq