Bárbara Calva-Yañez's scientific contributions

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Publication (1)

A differential evolution algorithm for solving mixed-integer nonlinear programming problems
Article
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  • Nov 2023
Many engineering optimization problems fall into the category of Mixed-Integer Nonlinear Programming (MINLP) problems, which combine nonlinear relations, constraint conditions, and different types of variables, including continuous, integer, and/or discrete variables. Solving MINLP problems can be a challenging exploration process since their lands...
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... Solutions are then guided to promising feasible regions through local search. Molina-Pérez et al. (2024) proposed a DE variant that explores promising regions from infeasible contours by considering a group of "good fitnessinfeasible solutions". This approach aims to reduce the vulnerability of solutions to being attracted by non-promising large discontinuous feasible parts. ...
Reference: Efficiently handling constraints in mixed-integer nonlinear programming problems using gradient-based repair differential evolution
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