Plane Separation: A method to solve dynamic multi-objective optimization problems with incorporated preferences

Teodoro Macias-Escobar
Teodoro Macias-Escobar
Héctor Fraire
Héctor Fraire
Bernabé Dorronsoro
Bernabé Dorronsoro

Future Generation Computer Systems, pp. 864-875, 2019.

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Keywords:
Dynamic multi-objective optimizationPreference incorporationEvolutionary algorithmHyper-heuristic

Abstract:

Dynamic optimization multi-objective problems (DMOPs) are characterized by the environmental changes they experiment . For these problems, optimization algorithms have limited time to find accurate results before every change. A common scenario in optimization is the presence of a decision maker (DM), which establishes preferences on the ...More

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