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The effect of diversity maintenance on prediction in dynamic multi-objective optimization
(Elsevier, 2017-05-10)
There are many dynamic multi-objective optimization problems (DMOPs) in real-life engineering applications whose objectives change over time. After an environmental change occurs, prediction strategies are commonly used ...
A predictive strategy based on special points for evolutionary dynamic multi-objective optimization
(Springer, 2018-01-27)
There are some real-world problems in which multiple objectives conflict with each other and the objectives change with time. These problems require an optimization algorithm to track the moving Pareto front or Pareto set ...