Search Results - (( _ application ((colony algorithm) OR (acs algorithm)) ) OR ( its application use algorithm ))*
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Improved Dynamic Ant Colony System (DACS) on Symmetric Traveling Salesman Problem (TSP).
Published 2007Get full text
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Embedding Malaysian House Red Ant Behavior into an Ant Colony System
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Modified ACS centroid memory for data clustering
Published 2019“…Ant Colony Optimization (ACO) is a generic algorithm, which has been widely used in different application domains due to its simplicity and adaptiveness to different optimization problems. …”
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Strategies DACS3 Increasing its Performances
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An improved ACS algorithm for data clustering
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Suitability Factor on the Capacitated Vehicle Routing Problem
Published 2010Get full text
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Low and high level hybridization of ant colony system and genetic algorithm for job scheduling in grid computing
Published 2015Get full text
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New heuristic function in ant colony system for the travelling salesman problem
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New heuristic function in ant colony system algorithm
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Strategic oscillation for exploitation and exploration of ACS algorithm for job scheduling in static grid computing
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DACS3:Embedding Individual Ant Behavior in Ant Colony System
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DACS3: Embedding Malaysian Individual Ant Behavior in Ant Colony System
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Scheduling jobs in computational grid using hybrid ACS and GA approach
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Ant colony optimization algorithm for dynamic scheduling of jobs in computational grid
Published 2012“…Job scheduling problem is classified as an NP-hard problem.Such a problem can be solved only by using approximate algorithms such as heuristic and meta-heuristic algorithms.Among different optimization algorithms for job scheduling, ant colony system algorithm is a popular meta-heuristic algorithm which has the ability to solve different types of NP-hard problems.However, ant colony system algorithm has a deficiency in its heuristic function which affects the algorithm behavior in terms of finding the shortest connection between edges.This research focuses on a new heuristic function where information about recent ants’ discoveries has been considered.The new heuristic function has been integrated into the classical ant colony system algorithm.Furthermore, the enhanced algorithm has been implemented to solve the travelling salesman problem as well as in scheduling of jobs in computational grid.A simulator with dynamic environment feature to mimic real life application has been development to validate the proposed enhanced ant colony system algorithm. …”
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Interacted multiple ant colonies optimization framework: An experimental study of the evaluation and the exploration techniques to control the search stagnation
Published 2010“…Search stagnation is a serius prblem that all Ant Colony Optimization (ACO) algorithms suffer from regardless of their application domain. …”
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