[PDF] Top 20 Modified Harmony Search Algorithm for the Capacitated Vehicle Routing Problem

... each harmony vector is also equal to five based on the number of ...each harmony vector, there are five integer numbers between one and five in order to identify each ...each vehicle capacity to be ... See full document

... exact algorithm is an algorithm that solves a problem to ...Tabu Search, Simulated Annealing (SA), Immune Algorithm, Genetic Algorithms (GA), Particle Swarm Optimization (PSO), and Ant ... See full document

... The capacitated arc routing problem (CARP) is a difficult optimisation problem in vehicle routing with applications where a service must be provided by a set of vehicles on ... See full document

... the vehicle deadheading edges on the least cost path between the last edge and the next ...the vehicle returning to the depot along the least cost path from the end of the last serviced edge, and the next ... See full document

... memetic algorithm is used in [15] for approaching a multi- objective version of the CVRPTW to minimize the traveling distance and the number of routes at the same ...multi-objective algorithm to address a ... See full document

... the routing of vehicle delivery, the strategic location of facilities and the allocation of the ...and vehicle routing have been solved separately due to their ...Location-routing ... See full document

... a modified priority-based encoding incorporating a heuristic operator for reducing the possibility of loop-formation in the path construction process is proposed for particle representation in ...discussed ... See full document

... search algorithm. [Gounaris, Wiesemann and Floudas 2013] proposed capacitated VRP model with uncertain ...the problem by developed robust rounded-capacity inequalities for two broad classes of ... See full document

... adaptive algorithm with punishment mechanism is proposed in this ...adaptive algorithm aims to find the best combination of the particle numbers for each ...its search performance. The search ... See full document

... PSO algorithm, even if the customer size is increased from 50 to ...PSO algorithm [2]. In addition, the AMSPSO can further reduce one vehicle usage for ...PSO algorithm needs 1,000 iteration ... See full document

... efficient problem-solving ...various search issues. Butterfly optimization algorithm [1] that mimics food search, to solve global optimization ... See full document

... first algorithm aiming to search for an optimal path in a graph, based on the behavior of ants seeking a path between their colony and a source of ...given problem and starts placing different ants ... See full document

... Harmony search algorithm is relatively a recent nature inspired algorithm that mimics the musical improvisation process in seeking agreeable ...However, harmony search ... See full document

... total routing and handling ...NP-Hard problem due to the fact that it is a special case of the ...echelon vehicle routing problem (2- ... See full document

... Evolution-harmony Search) algorithm for solving the multi- objective reactive power dispatch problem ....Harmony Search is a new heuristic algorithm, which mimics the ... See full document

... increase to double drastically and can easily exceed the truck capacity during rainy day operation. The load reaches capacity W faster during rainy days because of the waste weight is increases in the same relation. ... See full document

... of Harmony Search Algorithm (HS) [3] and Ant Colony Optimization Algorithm (ACO) [4], as successful Meta heuristic algorithms, for routing in wireless sensor networks, in order to ... See full document

... It is also shown that VNS-C is effective in mini- mizing TD by the results on the complicated datasets (R2, RC2) which use fewer vehicles to satisfy 100 de- mands. Thus it requires a powerful neighbourhood operator to ... See full document

... basis problem in human life since all the human‟s activities produce it from houses, public facilities, factories, ...crucial problem since it is not managed effectively and ...the problem, the ... See full document

... This problem is even more crucial for large cities in developing countries due to the hot ...extended Capacitated Arc Routing Problem (CARP) in Kwadaso, a suburb of Kumasi, ...40% ... See full document