Search Results - (( its application system algorithm ) OR ( _ application ((acs algorithm) OR (ant algorithm)) ))*
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Embedding Malaysian House Red Ant Behavior into an Ant Colony System
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Improved Dynamic Ant Colony System (DACS) on Symmetric Traveling Salesman Problem (TSP).
Published 2007Get full text
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Applying DACS3 in the Capacitated Vehicle Routing Problem
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Strategies DACS3 Increasing its Performances
Published 2009Get full text
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Suitability Factor on the Capacitated Vehicle Routing Problem
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New heuristic function in ant colony system for the travelling salesman problem
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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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Ant colony optimization in dynamic environments
Published 2010“…In order to achieve this objective, six ant algorithms namely Ant System (AS), Ant Colony System (ACS), Best-Worst Ant System (BWAS), Elitist Ant System (EAS), Max-Min Ant System (MMAS) and Rank-Based Ant System (RBAS) were implemented to solve a dynamic optimization problem in the form of the dynamic Traveling Salesman Problem (TSP). …”
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New heuristic function in ant colony system algorithm
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DACS3:Embedding Individual Ant Behavior in Ant Colony System
Published 2008Get full text
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Scheduling jobs in computational grid using hybrid ACS and GA approach
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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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