A Multi-objective Optimization Evaluation Based on Experimental Datum
Lei Wang, Tianzhong Sui · 2015
Aiming at multi-objective optimization problem of black-box system, the model of multi-objective optimization ED-ANN-NGA-FCE (Experimental Design-Artificial Neural Networks-Niche Genetic Algorithm-Fuzzy Comprehensive Evaluation) is established. A fuzzy evaluation for multi-objectivePareto-optimal set is main work in this paper.With the nearness, Pareto-optimal set are evaluated as an objective method.And with expert estimation, Pareto-optimal set are evaluated as a subjective method.On the basis this, combining the two methods, a fuzzy comprehensive evaluation result can be obtained.A subjective and objective standard can be taken into consideration using this method.And the contradiction results and the problem of difficult evaluation can be solved efficiently.