A short tutorial on evolutionary multiobjective optimization

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Abstract

This tutorial will review some of the basic concepts related to evolutionary multiobjective optimization (i.e., the use of evolutionary al- gorithms to handle more than one objective function at a time). The most commonly used evolutionary multiobjective optimization techniques will be described and criticized, including some of their applications. Theory, test functions and metrics will be also discussed. Finally, we will provide some possible paths of future research in this area.

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Coello Coello, C. A. (2001). A short tutorial on evolutionary multiobjective optimization. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1993, pp. 21–40). Springer Verlag. https://doi.org/10.1007/3-540-44719-9_2

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