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traveling salesman problem solving

A novel solution to traveling salesman problem using fuzzy sets, gravitational search algorithm, and genetic algorithm

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 Traveling Salesman problem solving methods and an evaluation of the mentioned ...

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Solving a Traveling Salesman Problem with a Flower Structure

Solving a Traveling Salesman Problem with a Flower Structure

... the problem P = NP? The result is positive with the criteria that solve the Traveling Salesman Problem in polynomial cost of the input size and a proof is ...This problem gets a ...

6

Solving the Traveling Salesman Problem using Google Services and Simulated Annealing Algorithm

Solving the Traveling Salesman Problem using Google Services and Simulated Annealing Algorithm

... the problem space where the acceptance of new samples into the currently held sample is managed by a probabilistic function that becomes more discerning of the cost of samples it accepts over the execution time of ...

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Applying the Method for Solving Traveling Salesman Problem Based on Backtracking Algorithm to Order Picking

Applying the Method for Solving Traveling Salesman Problem Based on Backtracking Algorithm to Order Picking

... Based on the way of the single picking and assumed warehouse model, in order to reduce the walking path of order picking, the order picking problem is transformed into the traveling sale[r] ...

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A Learning Automata based Algorithm for Solving Traveling Salesman Problem improved by Frequency based Pruning

A Learning Automata based Algorithm for Solving Traveling Salesman Problem improved by Frequency based Pruning

... Traveling Salesman Problem (TSP) is about finding a Hamiltonian path (tour) with minimum cost. TSP is one of the discrete optimization problems which is classified as NP-hard [1]. It is common in ...

7

AMR to text generation as a Traveling Salesman Problem

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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Dynamic Simulated Annealing for solving the Traveling Salesman Problem with Cooling Enhancer and Modified Acceptance Probability

Dynamic Simulated Annealing for solving the Traveling Salesman Problem with Cooling Enhancer and Modified Acceptance Probability

... In this section, the earlier work related to the field is discussed. The Basic Simulated Annealing Algorithm [2] has been improved by several researchers for solving the TSP. Liu et al introduced SA integrated ...

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Implementation of Fuzzy Intuitionistic Algorithm for Traveling Salesman Problem

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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A Method of Solving Travelling Salesman Problem

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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New Approach for Solving Dynamic Traveling Salesman Problem with Hybrid Genetic Algorithms and Ant Colony Optimization

New Approach for Solving Dynamic Traveling Salesman Problem with Hybrid Genetic Algorithms and Ant Colony Optimization

... DTSP is the most important hybrid optimizing problem. In the past two decades, new computational methods such as refrigeration algorithms [1], ACO [2], GAs [3, 4] and Artificial Neural Networks [5, 6] to solve the ...

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Solving the Traveling Salesman Problem Based on The Genetic Reactive Bone Route Algorithm whit Ant Colony System

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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Particle Swarm Optimization to Solve Multiple Traveling Salesman Problem

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 Local Search Heuristics for the Symmetric Traveling Salesman Problem

Modified Local Search Heuristics for the Symmetric Traveling Salesman Problem

... In this paper, we have proposed several modified local search heuristic algorithms for solving the well- known combinatorial optimization problem, the traveling salesman problem. In ...

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Solving the Traveling Salesman Problem Using Hydrological Cycle Algorithm

Solving the Traveling Salesman Problem Using Hydrological Cycle Algorithm

... In general, small TSPs are most easily solved by trying all possibilities ( i.e. ex- haustive searching). This can be achieved by brute-force and branch-and-bound. These methods generate all possibilities and choose the ...

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Human performance and strategies while solving an aircraft routing and sequencing problem: an experimental approach

Human performance and strategies while solving an aircraft routing and sequencing problem: an experimental approach

... zation problem, a problem type found in many real-world domains where resource allocation is critical, including air traffic control (Stergianos et ...of solving combinations of choices, and the ...

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Modified Ant Colony Optimization for Solving Traveling Salesman Problem

Modified Ant Colony Optimization for Solving Traveling Salesman Problem

... The traveling salesman problem (TSP) is the problem of finding a shortest closed tour which visits all the cities in a given set. In this article we will restrict attention to TSPs in which ...

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A reactive bone route algorithm for solving the traveling salesman problem

A reactive bone route algorithm for solving the traveling salesman problem

... Although optimal solutions can be obtained using exact methods, the computational time required to solve adequately large problem instances is still prohibitive. For this reason, the focus of most researchers is ...

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Ant Colony Optimization (ACO) For The Traveling Salesman Problem (TSP) Using Partitioning

Ant Colony Optimization (ACO) For The Traveling Salesman Problem (TSP) Using Partitioning

... salesman problem is the problem in which a sales man have to visit all the cities exactly ones into a given number of city set and come back to the home city in such a way the total cost of visiting ...

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Generating subtour elimination constraints for the Traveling Salesman Problem

Generating subtour elimination constraints for the Traveling Salesman Problem

... The traveling salesman problem (TSP) has commanded much attention from mathematicians and computer scientists specifically because it is so easy to describe and so difficult to ...the ...

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An   O(log n)   Approximation Ratio for the Asymmetric Traveling Salesman Path Problem

An   O(log n)   Approximation Ratio for the Asymmetric Traveling Salesman Path Problem

... the traveling salesman path problem. The input to the problem is a graph with edge (arc) lengths and two vertices s and ...ATSPP problem does not seem to have been considered much in ...

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