engleski

Channel Assignment with Ant Colony Optimization

In wireless communication arise various forms of optimization problems including channel assignment problem. There are many possible ways to assign channels to wireless links and our goal is to find the assignment that minimizes channel interference. For that purpose we have developed an ant colony optimization algorithm based on general guidelines of MAX-MIN Ant System and implemented it in C++ language. The algorithm was tested on problem instances and the results showed that the proposed algorithm is learning about instances that is solving and that way improves solution quality with the increase of iterations. Results confirmed that the proposed algorithm is an appropriate approach for solving channel assignment problem in cellular networks.

wireless networks ; combinatorial optimization ; computational intelligence ; metaheuristics

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