Ant-based load balancing in telecommunications networks
Adaptive Behavior
Swarm intelligence: from natural to artificial systems
Swarm intelligence: from natural to artificial systems
The ant colony optimization meta-heuristic
New ideas in optimization
Future Generation Computer Systems
AntNet: distributed stigmergetic control for communications networks
Journal of Artificial Intelligence Research
Ant colony system: a cooperative learning approach to the traveling salesman problem
IEEE Transactions on Evolutionary Computation
Ant system: optimization by a colony of cooperating agents
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A Population Based Approach for ACO
Proceedings of the Applications of Evolutionary Computing on EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN
ANTS '02 Proceedings of the Third International Workshop on Ant Algorithms
Applying Population Based ACO to Dynamic Optimization Problems
ANTS '02 Proceedings of the Third International Workshop on Ant Algorithms
Ant colony optimization theory: a survey
Theoretical Computer Science
Hardware-oriented ant colony optimization
Journal of Systems Architecture: the EUROMICRO Journal
Ant colony optimization for real-world vehicle routing problems
ACM SIGEVOlution
An ant-based technique for the dynamic generalized traveling salesman problem
ISTASC'07 Proceedings of the 7th Conference on 7th WSEAS International Conference on Systems Theory and Scientific Computation - Volume 7
A Parallel Multi-algorithm Solver for Dynamic Multi-Objective TSP (DMO-TSP)
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
EvoWorkshops '09 Proceedings of the EvoWorkshops 2009 on Applications of Evolutionary Computing: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoGAMES, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, EvoNUM, EvoSTOC, EvoTRANSLOG
An integrated approach for logistic and vendor managed inventory in supply chain
Expert Systems with Applications: An International Journal
Dynamic optimization of a heterogeneous swarm of robots
ISC '07 Proceedings of the 10th IASTED International Conference on Intelligent Systems and Control
On multi-behavior based multi-colony ant algorithm for TSP
IITA'09 Proceedings of the 3rd international conference on Intelligent information technology application
Ant colony optimization with immigrants schemes in dynamic environments
PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part II
SamACO: variable sampling ant colony optimization algorithm for continuous optimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Memory-based immigrants for ant colony optimization in changing environments
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
A parallel multi-start search algorithm for dynamic traveling salesman problem
SEA'11 Proceedings of the 10th international conference on Experimental algorithms
Scatter search particle filter to solve the dynamic travelling salesman problem
EvoCOP'05 Proceedings of the 5th European conference on Evolutionary Computation in Combinatorial Optimization
Counter-Based ant colony optimization as a hardware-oriented meta-heuristic
EC'05 Proceedings of the 3rd European conference on Applications of Evolutionary Computing
Ant colony optimization with immigrants schemes for the dynamic vehicle routing problem
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
An efficient way to track peers in mobile P2P network
Proceedings of the 18th annual international conference on Mobile computing and networking
A sociologically inspired heuristic for optimization algorithms: A case study on ant systems
Expert Systems with Applications: An International Journal
EA'11 Proceedings of the 10th international conference on Artificial Evolution
Adapting the pheromone evaporation rate in dynamic routing problems
EvoApplications'13 Proceedings of the 16th European conference on Applications of Evolutionary Computation
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We investigate strategies for pheromone modification of ant algorithms in reaction to the insertion/deletion of a city of Traveling Salesperson Problem (TSP) instances. Three strategies for pheromone diversification through equalization of the pheromone values on the edges are proposed and compared. One strategy acts globally without consideration of the position of the inserted/deleted city. The other strategies perform pheromone modification only in the neighborhood of the inserted/deleted city, where neighborhood is defined differently for the two strategies. We furthermore evaluate different parameter settings for each of the strategies.