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ACO has been widely applied to solving various combinatorial optimization problems such as traveling salesman problem (TSP), job-shop scheduling problem (JSP), vehicle routing problem (VRP), quadratic assignment problem (QAP), etc.. Although ACO has a powerful capacity to find out solutions to combinatorial optimization problems, it has the problems of stagnation, premature convergence and the convergence speed of ACO is always slow. These problems will be more obvious when the problem size increases.
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