DOI: 10.2478/jaiscr-2026-0022 ISSN: 2449-6499
Application of Multidimensional ACO Pheromone for Multi-Objective Optimization
Grazyna Starzec, Mateusz Starzec, Malgorzata Zajecka-Bebel, Aleksander Byrski, El-Ghazali Talbi, Danuta RutkowskaAbstract
In this work, we investigate an approach that enriches the information encoded within the ACO pheromone structure in order to enhance the performance of swarm optimization. While this concept has been extensively studied in the context of single-objective optimization, this paper provides a comprehensive evaluation of its extension to multi-objective optimization problems. The results demonstrate that this enhanced pheromone representation remains effective in multi-objective settings.