[PDF] Top 20 Fuzzy Based Solution to the Travelling Salesman Problem: A Case Study

... 5]. Fuzzy sets have been used in solving mathematical programming problems since Zadeh and Bellman [6, 7] introduced fuzzy dynamic ...applied fuzzy set theory to solving ...the study took the ... See full document

... the problem parameters in finding an optimal location of warehouse/depot to serve a given ...feasible solution, we used dynamic programming approach in reducing the problem and applied greedy ... See full document

... Traveling Salesman Problem (TSP) is one of the standard test problems used in performance analysis of discrete optimization ...this study, a new hybrid method is proposed to optimize parameters that ... See full document

... papers based on the hybridization of GA and ...temporary solution generator, which is improved by iterative implementation of GA operators until the stop criteria is ...better solution produced by ... See full document

... This paper presents the implementation of an efficient modified genetic algorithm for solving the multi-traveling salesman problem (mTSP). The main characteristics of the method are the construction of an ... See full document

... the solution, which includes a genetic algorithm implementation in order to give a maximal approximation of the problem, modifying a generated solution with genetic operators ...the travelling ... See full document

... empirical study has been performed on the effects of the proposed unconventional selection Operator SCXBS on the fitness values of the each ...the case, the use of SCXBS gives quicker convergence towards ... See full document

... From graph 1 above (which was plotted from the values in table 3), the line representing Genetic algorithm shows that time complexity increases exponentially with increasing number of cities. For fifty cities and above, ... See full document

... in case of network routing and urban transportation systems which are based on Travelling Salesman Problem (TSP), the ant colony algorithm is superior to simulated annealing and genetic ... See full document

... this study, the authors applied bee system along with GA and introduced a modified and improved form of the conventional ...GA. Based on this fact that the regular GA lacks the global search ability; the ... See full document

... [10] Parallelization Of The Artificial Bee Colony (ABC) Algorithm,Milos Subotic, Milan Tuba, Nadezda Stanarevic,Faculty Of Computer Science Megatrend University Belgrade Bulevar Umetnosti 29 ... See full document

... The Travelling Salesman Problem (TSP) is known as one of the oldest combinatorial optimisation problem which solves the path problem in weighted ...This problem receives a lot of ... See full document

... This work attempted on evaluating three methods for solving symmetric TSP for 25 contiguous cities in England. These methods were exhaustive, heuristic and genetic algorithm (GA) which then translated into Prolog as a ... See full document

... traveling salesman problem has been discussed in [13] under different cases of the complete graph for , ...Kalita[14] study different types of factorial graphs of the complete graphs , ... See full document

... complete solution space tree and obtain the global optimal solution ...the problem towards ...Algorithm based on this approach has the exponential running ...provides solution as close ... See full document

... Fleischer and Tardos [17] were the first to observe that planarity of x ∗ could be exploited. They gave an O ( n 2 log n ) algorithm which, given a planar fractional point x ∗ , either finds a violated comb inequality or ... See full document

... the travelling salesman problem in which the goal is to find the shortest (optimal) route, as in the case of ants searching for the shortest possible path from their colony to a source of food ... See full document

... Crossover operator is a vital factor which determines the characteristic optimization of HGA. Local search crossover operator, which preserves part of the good edge know- ledge of the selected parent chromosomes obtained ... See full document

... multiple travelling salesperson problem using a modified genetic ...algorithm. Travelling Salesman Problem (TSP) is an optimization ...Traveling Salesman Problem (mTSP) is ... See full document

... The ACO algorithm is implemented in the MATLAB tool in which all the test and experiments are performed on the data set of travelling salesman problem using Ant colony optimization technique. In this ... See full document