Simulated annealing: theory and applications
Simulated annealing: theory and applications
A parallel tabu search algorithm for large traveling salesman problems
Discrete Applied Mathematics
Swarm intelligence: from natural to artificial systems
Swarm intelligence: from natural to artificial systems
Future Generation Computer Systems
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
D-Ants: savings based ants divide and conquer the vehicle routing problem
Computers and Operations Research
Ant Algorithms: Theory and Applications
Programming and Computing Software
Solving the feeder bus network design problem by genetic algorithms and ant colony optimization
Advances in Engineering Software
Environmental Modelling & Software
Use of chaotic sequences in a biologically inspired algorithm for engineering design optimization
Expert Systems with Applications: An International Journal
PLANTS: application of ant colony optimization to structure-based drug design
ANTS'06 Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence
IEEE Computational Intelligence Magazine
Ant colony system: a cooperative learning approach to the traveling salesman problem
IEEE Transactions on Evolutionary Computation
A hybrid heuristic for the traveling salesman problem
IEEE Transactions on Evolutionary Computation
Ants can solve constraint satisfaction problems
IEEE Transactions on Evolutionary Computation
A short convergence proof for a class of ant colony optimizationalgorithms
IEEE Transactions on Evolutionary Computation
Ant system: optimization by a colony of cooperating agents
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An efficient self-organizing map designed by genetic algorithms for the traveling salesman problem
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
An educational tool for fuzzy control
IEEE Transactions on Fuzzy Systems
An educational genetic algorithms learning tool
IEEE Transactions on Education
Computer-aided learning in artificial neural networks
IEEE Transactions on Education
Optimization of a 532-city symmetric traveling salesman problem by branch and cut
Operations Research Letters
Use of MaSE methodology for designing a swarm-based multi-agent system
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - Knowledge integration and management in autonomous systems
Ant colony algorithm for traffic signal timing optimization
Advances in Engineering Software
A model induced max-min ant colony optimization for asymmetric traveling salesman problem
Applied Soft Computing
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Traveling salesman problem (TSP) is one of the extensively studied combinatorial optimization problems and tries to find the shortest route for salesperson which visits each given city precisely once. Ant colony optimization (ACO) algorithms have been used to solve many optimization problems in various fields of engineering. In this paper, a web-based simulation and analysis software (TSPAntSim) is developed for solving TSP using ACO algorithms with local search heuristics. Algorithms are tested on benchmark problems from TSPLIB and test results are presented. Importance of TSPAntSim providing also interactive visualization with real-time analysis support for researchers studying on optimization and people who have problems in form of TSP is discussed.