Marjan Mernik

Attraction Basins in Metaheuristics: A Systematic Mapping Study

2021 · Mathematics

Context: In this study, we report on a Systematic Mapping Study (SMS) for attraction basins in the domain of metaheuristics. Objective: To identify research trends, potential issues, and proposed solutions on attraction basins in the …

On the Exploration and Exploitation Capabilities of the Artificial Bee Colony Algorithm

2026 · Mathematics

In this paper, we investigate the exploration and exploitation capabilities of the Artificial Bee Colony (ABC) algorithm using novel attraction basin-based measures. Previous claims about the ABC’s weak exploitation and exploration capabilities have been scrutinized. …