Multi-objective Meta-heuristics for the Traveling Salesman Problem with Profits

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چکیده

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Multi-objective Meta-heuristics for the Traveling Salesman Problem with Profits

We introduce and test a new approach for the bi-objective routing problem known as the traveling salesman problem with profits. This problem deals with the optimization of two conflicting objectives: the minimization of the tour length and the maximization of the collected profits. This problem has been studied in the form of a single objective problem, where either the two objectives have been...

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The traveling salesman problem is a well known optimization problem. Optimal solutions to small instances can be found in reasonable time by linear programming. However, since the TSP is NP-hard, it will be very time consuming to solve larger instances with guaranteed optimality. Setting optimality aside, there’s a bunch of algorithms offering comparably fast running time and still yielding nea...

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ژورنال

عنوان ژورنال: Journal of Mathematical Modelling and Algorithms

سال: 2008

ISSN: 1570-1166,1572-9214

DOI: 10.1007/s10852-008-9080-2