2024
DOI: 10.3390/math12233726
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An Improved Hybrid Genetic-Hierarchical Algorithm for the Quadratic Assignment Problem

Alfonsas Misevičius,
Aleksandras Andrejevas,
Armantas Ostreika
et al.

Abstract: In this paper, an improved hybrid genetic-hierarchical algorithm for the solution of the quadratic assignment problem (QAP) is presented. The algorithm is based on the genetic search combined with the hierarchical (hierarchicity-based multi-level) iterated tabu search procedure. The following are two main scientific contributions of the paper: (i) the enhanced two-level hybrid primary (master)-secondary (slave) genetic algorithm is proposed; (ii) the augmented universalized multi-strategy perturbation (mutatio… Show more

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