A multi-objective decomposition-based ant colony optimisation algorithm with negative pheromone

Volume: 33, Issue: 5, Pages: 827 - 845
Published: Jul 4, 2020
Abstract
Existing ant colony algorithms only have one kind of pheromone. They use non-dominated solutions to update it while not making use of dominated solutions, which can provide valuable information for guiding the subsequent foraging process. To make full use of dominated solutions, we create a new kind of pheromone temporarily called a negative pheromone and propose a new ant colony optimisation algorithm called NMOACO/D, which combines MOEA/D-ACO...
Paper Details
Title
A multi-objective decomposition-based ant colony optimisation algorithm with negative pheromone
Published Date
Jul 4, 2020
Volume
33
Issue
5
Pages
827 - 845
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