Stochastic Local Search: Foundations & Applications
Stochastic Local Search: Foundations & Applications
Editorial survey: swarm intelligence for data mining
Machine Learning
Classification With Ant Colony Optimization
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 Model With a Heuristic Algorithm for Solving the Long-Term Many-to-Many Car Pooling Problem
IEEE Transactions on Intelligent Transportation Systems
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Along with the increase of population and the dispersion of habitation, the use of private cars has been increasing drastically. More and more vehicles on the road have caused significant traffic congestion, noise, and energy waste. Car pooling, which is based on the idea that sets of car owners having the same travel destination share their vehicles, has emerged to be a viable possibility for reducing private car usage around the world. This paper describes a clustering ant colony algorithm for solving the long-term car pooling problem. Computational results are given to show the superiority of the authors' approach compared with other metaheuristics.