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IEEE Transactions on Evolutionary Computation· 2013Q1

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point-Based Nondominated Sorting Approach, Part I: Solving Problems With Box Constraints

Kalyanmoy Deb, Himanshu Jain

Short summary

A new evolutionary algorithm, NSGA-III, is proposed for many-objective optimization problems (4+ objectives), outperforming existing methods on test problems with up to 15 objectives.

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Field: Computational Theory and Mathematics

Computational Theory and MathematicsComputer Science