Abstract
This chapter further explores multiobjective optimization by presenting the Pareto front concept. In order to find this front, the multi-criteria problem is transformed into a single scalar cost function. However, it is known that this scalarization procedure may not yield a good Pareto front in all cases. For this reason, several scalarization methods are presented and compared. To exemplify the concepts, a wastewater treatment plant model is employed in conjunction with a feedback controller.
Cite
CITATION STYLE
Rojas, J. D., Arrieta, O., & Vilanova, R. (2021). Multiobjective Optimization. In Advances in Industrial Control (pp. 41–67). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-72311-8_5
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