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11/05/2022
A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments
Many real-world problems are usually computationally costly and the obje...
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05/28/2022
Data-Driven Evolutionary Multi-Objective Optimization Based on Multiple-Gradient Descent for Disconnected Pareto Fronts
Data-driven evolutionary multi-objective optimization (EMO) has been rec...
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09/12/2021
Batched Data-Driven Evolutionary Multi-Objective Optimization Based on Manifold Interpolation
Multi-objective optimization problems are ubiquitous in real-world scien...
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01/02/2018
Interactive Decomposition Multi-Objective Optimization via Progressively Learned Value Functions
Decomposition has become an increasingly popular technique for evolution...
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11/21/2017
Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization
When solving constrained multi-objective optimization problems, an impor...
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08/23/2016