traveling salesman problem solving method
A Learning Automata based Algorithm for Solving Traveling Salesman Problem improved by Frequency based Pruning
... The method of 2-opt heuristic is applied frequently to solve TSP. Applying 2-opt heuristic in TSP has some advantages such as simplicity in its implementation and its ability to obtain near optimal results. The ...
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A Method to Search Traveling Salesman Problem Backbones Based on GA and Frequency Graph
... well-known, traveling salesman problem (TSP) is a famous NP-hard problem [1], which has attracted a lot of attention from researchers in various fields such as mathematics, computer science, ...
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A novel solution to traveling salesman problem using fuzzy sets, gravitational search algorithm, and genetic algorithm
... optimization problem that has been the center of the attention of many researchers for the past few ...The method presented here, takes advantage of a recently- proposed soft-computing technique, called the ...
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New Approach for Solving Dynamic Traveling Salesman Problem with Hybrid Genetic Algorithms and Ant Colony Optimization
... After determining the coding system and identifying any response to chromosome conversion method, the initial population of chromosomes can be produced. In most cases, the initial population is generated randomly, ...
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A Hybrid Modified Meta-heuristic Algorithm for Solving the Traveling Salesman Problem
... well-known problem instances from one ...the method, the best known solutions (BKS) in the literature and also on the web, are presented in the last ...
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Solving the Traveling Salesman Problem Based on The Genetic Reactive Bone Route Algorithm whit Ant Colony System
... this problem, a salesman starts to move from an arbitrary place called depot and after visits all of the nodes, finally comes back to the ...the salesman. Because this problem is a ...
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Dynamic Simulated Annealing for solving the Traveling Salesman Problem with Cooling Enhancer and Modified Acceptance Probability
... Abstract- In this paper, a dynamic (i.e. self-adaptive according to the number of nodes) Simulated Annealing Algorithm is presented to solve the well-known Traveling Salesman Problem (TSP). In the ...
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A Rule Based Evolutionary Optimization Approach for the Traveling Salesman Problem
... the method of simulated ...generated traveling salesman problems ranging in size from ten to one hundred ...Each problem size is represented by ten problems where the location of each city is ...
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A Method of Solving Travelling Salesman Problem
... Two location selects in the tour at random than their positions are quietly swapped. For example, if we apply swap mutation to the following list, [1,2,3,4,5] the designation might end up with, [1,2,5,4,3]. Here, ...
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Implementation of Fuzzy Intuitionistic Algorithm for Traveling Salesman Problem
... Traveling salesman problem is a NP hard problem in classical combinative Optimization that has intrigued mathematicians and computer scientists for ...a salesman have to sojourn m ...
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Particle Swarm Optimization to Solve Multiple Traveling Salesman Problem
... For solving traveling salesman problem, the experimental results show the effectiveness and efficiency of the proposed ...the problem of each part’s (includes individual’s cooperation) ...
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Modified Ant Colony Optimization for Solving Traveling Salesman Problem
... for solving traveling salesman problem (TSP) by making modification on ACO depends on pheromone on edges between unvisited cities and maximum path between ...The salesman starts at some ...
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Applying the Method for Solving Traveling Salesman Problem Based on Backtracking Algorithm to Order Picking
... picking problem is transformed into the traveling salesman problem in this ...optimization method under the environment of ...optimization method proposed in this paper can ...
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Solving a Traveling Salesman Problem with a Flower Structure
... The traveling salesman problem (TSP) has origin in 1832 in a hand book of ...NP-complete problem and NP-hard problem and till now only some special cases are found to be polynomially ...
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Generating subtour elimination constraints for the Traveling Salesman Problem
... the traveling salesman Problem with large instances, using the three formulations (DFJ, MTZ and DL), and see which of the formulations is stronger by applying a strategy of constraint ...
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A NEW HEURISTIC ALGORITHM FOR MULTIPLE TRAVELING SALESMAN PROBLEM
... Multiple Traveling Salesman Problem (mTSP) is a combinatorial opti- mization problem in NP-hard ...for traveling a given set of cities by assigning each of them to a different ...
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Solution of a Large-Scale Traveling-Salesman Problem
... Great new ideas may transform the discipline they came from so profoundly that they become hard to discern against the changed background. When terms such as “defense mechanism” and “libido” are in the common vocabulary, ...
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Density-Based Clustering Heuristics for the Traveling Salesman Problem
... the problem was presented by Hassler Whitney and Merrill Flood at Princeton in 1934 ...the Traveling Salesman, authored by William Cook ...the problem being commonly referred to as the TSP, ...
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AMR to text generation as a Traveling Salesman Problem
... by solving an asym- metric generalized traveling salesman prob- lem ...the traveling costs, and a TSP solver is used to find the optimized solu- ...
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Bio inspired Computing Practice on Traveling Salesman Problem
... the traveling salesman problem (abbreviated to "TSP") as following: A salesman want to the n cities to sell and faced on how he should choose a route to visit all the cities had the ...
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