In this paper, a genetic algorithm is presented to solve the problem on a set of benchmark instances. The genetic algorithm is hybridized with an iterated local ...
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Oct 1, 2006 · We present an effective heuristic for this problem. The method combines a genetic algorithm (GA) with a local tour improvement heuristic.
Dec 19, 2023 · Here in this article, we will see how to use Genetic Algorithms (GA) to solve the Generalized Traveling Salesman Problem, or G-TSP for short ...
Abstract—In a traveling salesman problem, if the set of nodes is divided into clusters so that a single node from each cluster.
In this study, a search method is developed that improves the quality of the solutions and competition time considerably in comparison with Genetic Algorithm.
In this paper, a genetic algorithm is presented to solve the problem on a set of benchmark instances. The genetic algorithm is hybridized with an iterated local ...
This paper presents a heuristic to solve the generalized traveling salesman problem. The procedure incorporates a local tour improvement heuristic into a random ...
Sep 15, 2021 · The generalized traveling salesman problem is defined on a graph , where V is a set of vertices and E is a set of edges, having the property ...
The Generalized Traveling Salesman Prob- lem consists of determining a shortest tour on a graph passing through each of several clus- ters of vertices.
Since the GTSP is NP-hard and very complex, finding exact solutions is highly expensive, we will develop genetic algorithms (GAs) to obtain heuristic solutions ...