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math.OC2022★ 3 cited
GPSAF: A Generalized Probabilistic Surrogate-Assisted Framework for Constrained Single- and Multi-objective Optimization
Julian Blank, Kalyanmoy Deb
Significant effort has been made to solve computationally expensive optimization problems in the past two decades, and various optimization methods incorporating surrogates into op…
math.OC2019
Approximations for Pareto and Proper Pareto solutions and their KKT conditions
Poonam Kesarwani, Pradyuman K. Shukla, Joydeep Dutta +1
In this article, we view the approximate version of Pareto and weak Pareto solutions of the multiobjective optimization problem through the lens of KKT type conditions. We also foc…