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Proceedings of the 12th annual conference companion on Genetic and evolutionary computation, 2010 This chapter mainly aims to introduce some widely used ACO algorithms and their origins, such as the AS, EAS, MMAS, and so on. It is found that all concerns are focused on the pheromone update strategy. Some uses the best-so-far-ant or the iteration-best ant independently/interactively to update the trail that ants travelled.
Xu, Benlian, Zhu, Jihong, Chen, Qinlan
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MULTI OBJECTIVES FUZZY ANT COLONY OPTIMIZATION DESIGN OF SUPPLY PATH SEARCHING [PDF]
Jurnal Ilmu Komputer dan Informasi, 2012 One of problem faced in supply chain management is path searching. The best path depend not only on distance, but also other variables, such as: the quality of involved companies, quality of delivered product, and other value resulted by quality ...
Ditdit N Utama +4 more
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Multi-objective ant colony optimization for requirements selection [PDF]
, 2013 The selection of a set of requirements between all the requirements previously defined by customers is an important process, repeated at the beginning of each development step when an incremental or agile software development approach is adopted. The set
José del Sagrado +2 more
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Ant Colony Optimization with Cunning Ants
Transactions of the Japanese Society for Artificial Intelligence, 2007 In this paper, we propose the cAS, a new ACO algorithm, and evaluate the performance using TSP instances available at TSPLIB. The results show that cAS works well on the test instances and has performance that may be one of the most promising ACO algorithms.
Shigeyoshi Tsutsui
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Application of improved ant colony optimization in mobile robot trajectory planning
Mathematical Biosciences and Engineering, 2020 Under the condition of known static environment and dynamic environment, an improved ant colony optimization is proposed to solve the problem of slow convergence, easily falling into local optimal solution, deadlock phenomenon and other issues when the ...
Xue Li , Lei Wang
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Comparison of Adaptive Ant Colony Optimization for Image Edge Detection of Leaves Bone Structure
Emitter: International Journal of Engineering Technology, 2018 Leaf bone structure has a characteristic that can be used as a reference in digital image processing. One form of digital image processing is image edge detection. Edge detection is the process of extracting edge information from an image.
Febri Liantoni +2 more
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, 2016 Ants are capable of finding the shortest path between the food and the colony using a pheromone-laying mechanism. ACO is a metaheuristic optimization approach inspired by this foraging behavior of ants. This chapter is dedicated to ACO.
Ke-Lin Du, M. N. S. Swamy
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Test pattern optimization scheme based on Hybrid Ant Colony Optimization [PDF]
Scientific ReportsThe trend toward device miniaturization has made digital circuit testing both essential and increasingly complex. To achieve complete fault coverage, a large number of test patterns are applied, which leads to increased switching activity due to larger ...
S. Asha Pon, V. Jeyalakshmi
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A Hybrid Ant Colony Optimization and Dynamic Window Method for Real-Time Navigation of USVs. [PDF]
Sensors (Basel)Xue Y +7 more
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Scholarpedia, 2007 Article consultable à l'adresse suivante :http://www.scholarpedia.org/article/Ant_colony_optimization ; info:eu-repo/semantics ...
Marco Dorigo, Krzysztof Socha
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