Solving capacitated clustering problems
WebAug 8, 2024 · Variable neighborhood search (VNS) is a proven heuristic framework for finding good solutions to combinatorial and global optimization problems. In this paper … WebIn this paper, we study the effect of changing the parameters in the SOM algorithm to solve the TSP. The focus of the parameter investigation lies on the influence of changes in the SOM learning rate and neighborhood radius as well as on the number of iterations in TSP problems with varying number of cities.
Solving capacitated clustering problems
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WebTo solve the clustering problems, four models are created and solved on AIMMS and MATLAB. ... A Two-Level solution approach to solve the Clustered Capacitated Vehicle Routing Problem. Comput. Ind. Eng. 2016, 91, 274–289. [Google Scholar] WebDec 12, 2015 · Capacitated Vehicle Routing Problem (CVRP) is a real life constrain satisfaction problem in which customers are optimally assign to individual vehicles (considering their capacity) to keep total travel distance of the vehicles as minimum as possible while serving customers. Various methods are investigated to solve CVRP in last …
WebThis work presents a hybrid approach called GA-NN for solving the Capacitated Vehicle Routing Problem (CVRP) using Genetic Algorithms (GA) and Nearest Neighbor heuristic (NN). The first technique was applied to determine the groups of customers to be served by the vehicles while the second is responsible to build the route of each vehicle. WebDec 20, 2024 · This project used A.I. and heuristic techniques to optimise the use of parking spaces at a University by controlling the number of cars via timetabling (a real-world example of the Capacitated Clustering Problem (CCP) - A set of P-clusters must be found (adhering to some constraints) so that the distances of all nodes to their respective …
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WebFeb 17, 2010 · The Capacitated Clustering Problem (CCP) partitions a group of n items (e.g., customer orders) into k clusters (e.g., vehicles) and restricts the capacity of each cluster. … kmart 5 piece black kitchen setWebJun 1, 2006 · In this way, sets of tasks and robots are partitioned into loosely coupled clusters that can be managed efficiently in parallel. The problem of partitioning large … red army moscow hockeyWebIn this paper, we propose a hybrid Granular Tabu Search algorithm to solve the Multi-Depot Vehicle Routing Problem (MDVRP). We are given on input a set of identical vehicles (each having a capacity and a maximum duration), a set of depots, and a set of ... kmart 5 fin oil heaterWebSolving capacitated clustering problems. European Journal of Operational Research, 18(3): 339-348.) is applied to all solutions, as follows: customers are assigned to the selected medians in a decreasing order of their regret value. red army menWebDifferential evolution presented by (Storn &Price, 1995) is a heuristic population based algorithm and considered as the most simple, powerful and reliable algorithms to solve … kmart 4 piece nook cushion setWebEmpirical results using both a primal heuristic and a hybrid heuristic-subgradient method for problems having n ≤ 100 (i.e. 10 100 binary variables) show that the algorithms locate … red army movie 2015WebMar 1, 2006 · Introduction. The Capacitated Clustering Problem (CCP) is a classical location problem with various applications in many practical situations. It considers partitioning a … kmart 4 slice sandwich press