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» On the Invariance of Ant System
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IJIT
2004
14 years 11 months ago
Software Test Data Generation using Ant Colony Optimization
State-based testing is frequently used in software testing. Test data generation is one of the key issues in software testing. A properly generated test suite may not only locate t...
Huaizhong Li, Chiou Peng Lam
57
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ATAL
2010
Springer
14 years 10 months ago
Influence of different execution models on patrolling ant behaviors: from agents to robots
Generally, swarm models and algorithms consider synchronous agents, i.e., they act simultaneously. This hypothesis does not fit multi-agent simulators nor robotic systems. In this...
Arnaud Glad, Olivier Simonin, Olivier Buffet, Fran...
ICC
2011
IEEE
272views Communications» more  ICC 2011»
13 years 9 months ago
Dynamic Anycast Routing and Wavelength Assignment in WDM Networks Using Ant Colony Optimization (ACO)
—Ant colony optimization (ACO) is a probabilistic technique used for solving complex computational problems, such as finding optimal routes in networks. It has been proved to pe...
Kavitha Bhaskaran, Joan Triay, Vinod Vokkarane
GECCO
2007
Springer
293views Optimization» more  GECCO 2007»
15 years 3 months ago
Solving the artificial ant on the Santa Fe trail problem in 20, 696 fitness evaluations
In this paper, we provide an algorithm that systematically considers all small trees in the search space of genetic programming. These small trees are used to generate useful subr...
Steffen Christensen, Franz Oppacher
IPPS
2006
IEEE
15 years 3 months ago
Ant stigmergy on the grid: optimizing the cooling process in continuous steel casting
The paper presents a new distributed metaheuristic algorithm in an optimal control problem related to the cooling process in the continuous casting of steel. The optimization task...
Peter Korosec, Jurij Silc, Bogdan Filipic, Erkki L...