The algorithm also uses an external memory, an archive of the explored niches, thus preventing the redundant visiting of the individuals, henceforth finding ...
In this paper, we present a novel multi-modal optimization algorithm based on an enhanced clearing procedure, we call it Delaunay Triangulation Based Clearing ( ...
In DT-Clearing, cleared individuals are reallocated in the biggest empty spaces formed within the search space which are determined through Delaunay ...
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This paper presents a new way to compute the Delaunay triangulation of a planar set P of n points, using sweep-circle technique combined with the standard ...
Niching in global optimisation refers to a set of techniques designed to identify multiple optimal solutions within a nonlinear, multimodal landscape.
Enhancing clearing-based niching method using Delaunay Triangulation. Shivam Kalra ... Kalyanmoy Deb. -. Shivam Kalra, et. al.Shivam Kalra ... Kalyanmoy Deb. 01 ...
Oct 22, 2024 · In this paper we present CBC (context based clearing), a procedure for solving the niching problem. CBC is a clearing technique governed by ...
Aug 21, 2024 · Voronoi diagrams and Delaunay triangulations are powerful tools in computational geometry. They partition space based on proximity to points.
This work proposes an adaptive memetic differential evolution algorithm with niching competition and supporting archive strategies to tackle the problem.
Enhancing clearing-based niching method using Delaunay Triangulation. 2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings. 2017 ...