[PDF] Top 20 OPTIMIZATION OF CAPACITATED VEHICLE ROUTING PROBLEM USING PSO

... The Capacitated Vehicle Routing Problem (CVRP) was first formulated by Christofides N et al(1979), a fixed capacity of vehicle serves set of customer from a common point called ...by ... See full document

... Heuristic based Particle swarm optimization is designed to find optimal solutions for capacitated vehicle routing problems. To boost up the search function or to balance global and local ... See full document

... routing problem (PVRP) and solved it by using IPSO and Original ...improved PSO algorithm performs well in terms of accuracy but the original PSO performs better in computational ... See full document

... Butterfly Optimization Algorithm has experimented with the intra route local search Swap operator on Capacitated Vehicle Routing Problem. BOA is based on food foraging behavior and ... See full document

... on capacitated vehicle routing ...on PSO algorithm as a tool to solve vehicle routing problem and use Matlab to code the ... See full document

... swarm optimization (PSO) is a powerful algo- rithm for finding an optimal solution in nonlinear search ...The PSO algorithm has been widely used in many ...of PSO algorithm are that it can ... See full document

... swarm optimization (PSO) is a powerful algorithm for finding an optimal solution in nonlinear search ...The PSO algorithms have been widely used in many ...of PSO algorithm are that it can ... See full document

... Capacitated Vehicle Routing Problem (CVRP) is an optimization task where customers are assigned to vehicles aiming that combined travel distances of all the vehicles as minimum as ... See full document

... One problem with polar angle clustering is customers separated widely may be inserted into the same cluster due to less angle ...n33-k5 problem, SN generates 33 clusters sets and selects the clusters set ... See full document

... The PSO is a population based optimization algorithm introduced by Eberhart and Kennedy [5], inspired from the group behavior of bird ...flocking. PSO has its roots in artificial neural networks, ... See full document

... The VRP is a very important NP-hard optimization problem that arises in the management of smart cities. Several variants of EAs have shown great promise in dealing with the VRP. However, when dealing with ... See full document

... meta-heuristic methods. While exact solutions provide the optimal solutions, meta-heuristic and heuristic does not guar- antee it. However, for the problems with considerable num- ber of customers exact solutions may be ... See full document

... the routing aspects of solid ...the optimization problem of urban waste collection and transport as variants of the Arc Routing Problem (ARP) by Maniezzo [1]; Amponsah and Salhi [2] and ... See full document

... the Capacitated Vehicle Routing Problem (CVRP) is analyzed, which can be described in a simple way, such as a fleet of vehicles with homogeneous capacities that have to satisfy the uniformly ... See full document

... the problem is challenging, there are a lot variant of VRP have been intensively explored, see for example in [4]; [5]; ...[6]. Vehicle routing problems with time windows (VRPTW) form a large ... See full document

... CapacitatedVehicle Routing Problem (CVRP). The Vehicle Routing Problem (VRP)was first confronted and described by Dantzig and Ramser (1959) in their article on truck dispatching ...This ... See full document

... the Vehicle Routing Problem (VRP) is a combinatorial optimization problem with applications to diverse areas such as resource allocation, load balancing, and sensor ...this ... See full document

... salesman problem (TSP) and vehicle routing problem ...the problem at hand, only some studies are directly related to our ...The vehicle routing problem (VRP) is the ... See full document

... cost-effective routing, mathematics plays an important role especially in operational research which uses a lot of mathematical models in optimization, modelling and procedures to assist the managers in ... See full document

... The modified HS was coded in Visual Basic 6.0 on an Intel® Core™ i7 CPU 860 clocked at 2.80 GHz with 1.99 GB of RAM under Windows XP platform. Before the execution, we have preset the HS parameters (including HMS = 50, ... See full document