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Multi-objective PSO Algorithm Based on Escalating Strategy
递进多目标粒子群算法的设计及应用

Keywords: Escalation evolution,Multi-objective optimization,PSO algorithm,Random inertia weight
递进进化
,多目标算法,粒子群算法,随机惯性因子

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Abstract:

A multi-objective PSO algorithm based on escalating strategy was proposed.The main idea of this escalating strategy is to re-generate the whole evolutionary population with some technology,which results in a new population significantly indifferent from the old one while inheriting the evolutionary information from the history.By this way,the performance on global convergence can be enhanced,and premature can be avoided simultaneously.A neighborhood search procedure was imposed on some selected Pareto solut...

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