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Article
Control the Diversity of Population with Mutation Strategy and Fuzzy Inference System for Differential Evolution Algorithm
This paper displays how to use fuzzy inference system (FIS) to control the individual uniform diversity for differential evolution algorithm (DE). DE solves nonlinear optimization problems, and a successful co...
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Article
EMD-Based Preprocessing with a Fuzzy Inference System and a Fuzzy Neural Network to Identify Kiln Coating Collapse for Predicting Refractory Failure in the Cement Process
A coating collapse occurs when large parts of coating break away from the refractory of a rotary kiln in a cement plant. If the collapse is more conspicuous, the cooler may become filled with excessive materia...
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Article
Fuzzy Scaled Mutation Evolutionary Computation
This paper proposes a novel evolutionary computation (EC) algorithm, fuzzy scaled mutation evolutionary computation (FSMEC), for solving nonlinear numerical optimization problems. Although EC has been typicall...