[PDF] Top 20 IMPROVED GENETIC ALGORITHM USING HYBRID INITIAL POPULATION TO SOLVE TRAVELLING SALESMAN PROBLEM

... to solve the TSP and apply ACO & GA on different three instances with different size & ...large problem. A. I. Hammouri et al. apply Dragonfly algorithm to solve ...Dragonfly ... See full document

... Genetic Algorithm (GA) is one of the oldest meta-heuristic approaches that mimic biological operations such as crossover, mutation, selection [6]. GA belongs to Evolutionary Algorithms (EA) that uses the ... See full document

... the Travelling Salesman Problem ...of genetic algorithms (GAs) and their benefits in solving combinatorial optimization problems are also ...recursive algorithm for solving TSP ... See full document

... to solve combinatorial and optimisation problems such as in Singh & Lodhi (2013) and Singh & Singh ...search algorithm for solving TSP through generating a present number of random tours and then ... See full document

... to solve TSP, GA has the advantages in finding a feasible solution in a very short time if the data that used is small or ...the population for an optimization problem is converged too ... See full document

... Travelling salesman problem (TSP) is well known non- deterministic polynomial-time (NP-Hard) problem in combinatorial optimization which requires the shortest path through a tour through n ... See full document

... an algorithm that would lead to better solutions when compared with other ...Multiple Travelling Salesman Problem (mTSP) is a NP hard problem and is the general form of the well-known ... See full document

... Travelling Salesman Problem (TSP) is an optimization ...Traveling Salesman Problem (mTSP) is the generalization of TSP and is a complex combinatorial optimization problem, where ... See full document

... the Travelling salesman problem (TSP) is to use an Evolutionary ...algorithm. Genetic algorithm is a randomized search technique and derivative free ...optimization. ... See full document

... can solve problems with non-parametrical problems, multi-dimensional, non-continuous and non-differential optimization ...But Genetic Algorithm has weaker local search ability ...Hierarchical ... See full document

... different algorithm as in [8] and [6]. In their study, Dong et al. [8] solve problems by using the TSP Cooperative Genetic Ant ...optimization algorithm and genetic ...to ... See full document

... the Travelling Salesman problem was extensively discussed with the aim of finding out which of the two algoriths being compared would yield an optimal ...The travelling salesman ... See full document

... essential problem which has numerous uses. FCM algorithm is one of the most admired fuzzy clustering techniques because it is well-organized, straightforward and easy to execute ...[10]. Initial ... See full document

... traditional algorithm and improve the speed of cutting ...high, algorithm speed up effect is not evident or the results cannot be ...the improved results are not ...introduces genetic ... See full document

... of Genetic Algorithms (GA) to the TSP ...based algorithm for the TSP ...search algorithm based on Simulated Annealing (SA) and greedy search techniques to solve the ...proposed ... See full document

... new population of the offspring by the swapMutation(mutation Rate, tour) method or the insertionMutation(mutation Rate, tour) method, which depends on the user’s ... See full document

... By observing the figures in Table 1, the results show that HGA could mostly works very well on the medium-scale TSP instances with up to 575 nodes. These average solu- tions are also stable and able to reach close to the ... See full document

... which Travelling Salesman problem is solved using a generalized chromosome genetic ...Chromosome Genetic Algorithm could also be used to solve the classical ... See full document

... of genetic algorithm. One of the methods is Memetic algorithm that has been proposed ...generate initial population, after which 2-opt local search is applied on the initial ... See full document

... The Travelling Salesman Problem frequently called as TSP is sort of problem which is generally used for computational mathematical problems intended at finding the shortest path that can be ... See full document