[PDF] Top 20 Alternative Method for Solving Traveling Salesman Problem by Evolutionary Algorithm

... solutions by swapping parts of a solution with ..."mutated" by making a small change to a single element of the ...(GA), Evolutionary Programming (EP), Evolutionary Strategy (ES), ... See full document

... search algorithm which provides a method of searching which does not need to explore every possible solution in the feasible region to obtain a good ...a problem by first ’guessing’ solutions ... See full document

... efficient evolutionary computing techniques that seem to be effective to handle optimization problems in many practical ...(EDE) algorithm by integrating excited arbitrary confined search (EACS) to ... See full document

... Routing Problem (VRP) in terms of their objectives, their characteristics and the types of proposed algorithms to solve ...multi-objective evolutionary algorithms was proposed by Zhou et ... See full document

... competitive algorithm (ICA) Imperialist competitive algorithm (ICA) is a new population-based meta-heuristic algorithm proposed by Atashpaz-Gargari and Lucas (2007), inspired from the ... See full document

... for solving a concrete type of problem, but they describe general algorithm in that, they show only the way, how to apply some procedures to become solution of the ...descriptively, by ... See full document

... and-bound algorithm, named after the work of [20], has become the most commonly used tool for solving NP-hard optimization ...branch-and-bound method consists of a systematic enumeration of candidate ... See full document

... guided by the principal of natural genetic system and natural evolution ...applied by a GA to a problem by first ‘guessing’ the possible solutions of the related problem and then ... See full document

... proposed by Nagata and Kobayashi in ...edges by applying a greedy method, analogous to a minimal spanning ...greedy method to merge these distinct sub tours ... See full document

... Generalized Traveling Salesman Problem in programming pro- cesses of machines in industries, postal routing and layout of ...Generalized Traveling Salesman Problem and their ... See full document

... Abstract—The Traveling Salesman Problem (TSP) is a well known Nondeterministic Polynomial (NP) ...an alternative way of solving TSP with parallelism by modifying Prim’s ... See full document

... the problem cost structure and includes consideration of repositioning empty ...design problem considered by Agarwal and Ergun [1] generate multiple services and handles transhipments, a bender’s and ... See full document

... Adding new constraints to the master problem modifies its structure. For the subproblem to identify new attractive columns for the modified master problem, those modifications must be accounted for in the ... See full document

... algorithm. A set of eligible channels E(k) is determined in order to assign a possible channel upon a new call requests in cell k. In this case E(k) = S – (O(k) P(k)), where S is the entire set of available ... See full document

... the algorithm considers a growing set of potential exchanges (starting with r = ...Lin-Kernighan algorithm belongs to the class of so-called local optimiza- tion algorithms [17, ...The algorithm is ... See full document

... Knapsack Problem (0-1 KP) is a special case of general 0-1 linear problem in which the allocation of items to a knapsack is ...knapsack problem and proved that the complexity of this problem ... See full document

... To remove or reduce noise and effects from other unexpected sources and further enhance signal components of interest, a reconstruction approach is used to filter and assemble the frequency components to reconstruct ... See full document

... The aim of this article is to perform a computational study to analyze the impact of formulations, and the solution strategy on the algorithmic performance of two clas- sical optimization problems: the traveling ... See full document

... Optimization problems with or without constraints arise in various fields such as science, engineering, economics, management sciences, etc., where numerical information is processed. In recent times, many problems in ... See full document

... in algorithm later, we consider the vertex first which come in the matrix notation ...the algorithm complexity by adding the logic, to start the tour from the vertex which has out-degree is ...the ... See full document