Ant System, the first Ant Colony Optimization algorithm, showed to be a viable method for attacking hard combinatorial optimization problems.
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The Max-Min Ant System is based on the foraging behavior of ants, where ants deposit pheromones on their paths to guide other ants towards promising solutions.
In this article, we present MAX --MIN Ant System, an Ant Colony Optimization algorithm derived from Ant System. MAX --MIN Ant System differs from Ant System in ...
Max-min ant system (MMAS) This algorithm controls the maximum and minimum pheromone amounts on each trail. Only the global best tour or the iteration best tour ...
MAX-MIN Ant System and local search for the traveling salesman problem
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Ant System is a general purpose algorithm inspired by the study of the behavior of ant colonies. It is based on a cooperative search paradigm that is ...
This thesis will investigate the ant system and the Max-Min ant system under several different information sharing structures applied on the travelling salesman ...
In this paper we present MAX-MIN Ant System (MMAS) that improves on the Ant system. MMAS is a general purpose heuristic algorithm based on a cooperative ...
Mar 5, 2022 · In this paper, an effective ant colony optimization (ACO) algorithm, namely MMAS-ML, is proposed to solve this important problem.
Definition. The max-min ant system is a variant of the Ant Colony Optimization (ACO) algorithm that aims to find optimal solutions to complex problems ...