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Automatic Configuration of Multi-objective Optimizers and Multi-objective Configuration
2019Heuristic optimizers are an important tool in academia and industry, and their performance-optimizing configuration requires a significant amount of expertise. As the proper configuration of algorithms is a crucial aspect in the engineering of heuristic algorithms, a significant research effort has been dedicated over the last years towards moving this
Bezerra, Leonardo C.T. +2 more
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Multi-objective Optimization Problem
2017This chapter discusses general aspects regarding multi-objective optimization. For this purpose, the state of the art is presented, considering basic concepts and definitions, mathematical formulation, optimality conditions, metrics for convergence and diversity, and methodologies to solve this kind of problem are discussed.
Fran Sérgio Lobato, Valder Steffen
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Evolutionary multi-objective optimization
Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 2020openaire +1 more source