An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach

In the precursor paper, a many-objective optimization method (NSGA-III), based on the NSGA-II framework, was suggested and applied to a number of unconstrained test and practical problems with box constraints alone. In this paper, we extend NSGA-III to solve generic constrained many-objective optimi...

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Veröffentlicht in:IEEE transactions on evolutionary computation 2014-08, Vol.18 (4), p.602-622
Hauptverfasser: Jain, Himanshu, Deb, Kalyanmoy
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Sprache:eng
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