[PDF] Top 20 Genetic Algorithm for Paratransit Vehicle Routing

... For example, the time window for the trip may be defined as an appointment time at the delivery end of the trip and a pickup time no earlier than one hour before the delivery time[r] ... See full document

... based Genetic Algorithm (GA) is proposed to solve Multi-Depot Vehicle Routing Problem ...based genetic algorithm solves MDVRP effectively than other ...of vehicle ... See full document

... same vehicle and subsequently increasing the traveled ...new genetic algorithm, is developed to solve CVRP ...this algorithm has the least number of vehicles, in the solution, even when the ... See full document

... (1) Proposed a novel optimization model for EVRP, which improved the EV Truck's efficiency with considering recovery electric and rationalize the load to reduce the electric consumption. It's verified effective to solve ... See full document

... The Vehicle Routing Problem with Backhauls (VRPB) is an extension of the classical Vehicle Routing Problem (VRP) that includes both a set of customers to whom products are to be delivered and ... See full document

... Equation (1) states that total distance/cost is minimized. Equations (2) and (3) denote that there would be one arc into each node and one arc out of each node. Equation (4) clears that the load in the vehicle ... See full document

... The VRPTW is classified as a NP-hard problem (e.g. Fu, [7]; Meng et al., [8]). Solomon [9] first presented a mixed-integer programming (MIP) for the VRPTW and introduced a set of well-known benchmark problems now known ... See full document

... time-dependent vehicle routing problem ...GA-based algorithm has been developed for the TDVRP, to minimize the total distance travelled, minimize the total number of vehicles utilized and also ... See full document

... Mutation alters one or more genes (positions) of a selected chromosome (solution) to reintroduce lost genetic material and introduce some extra variability into the population. Mutation operators are aimed at ... See full document

... metaheuristic algorithm to solve the Multi-Depot Vehicle Routing Problem with a Heterogeneous Fleet ...modified genetic algorithm, which generates an initial population with heuristic ... See full document

... intelligent algorithm has wider ...colony algorithm to solve VRPB ...improved genetic algorithm to solve it ...heuristic algorithm based on three strategies parallel to solve VRPTW ... See full document

... Genetic algorithm is based on the population formed by potential solutions to resolve problems as a starting point, and each population contains a certain number of individuals, and these individuals are ... See full document

... competitive algorithm (ICA) (Atashpaz-Gargari and Lucas, 2007) which is inspired by imperialistic ...evolutionary algorithm for optimization that has recently been introduced for dealing with different ... See full document

... problem that produces good quality perturbation heuristics. Only one training instance is used in the offline learning process, which is used for the evolution of the heuristic. Still, each run on the training ... See full document

... single vehicle: Iterated Local Search, Tabu Search, Simulated Annealing, Ant Colony Optimisation and Evolutionary Algorithm (Genetic Algorithm) that found better solution quality in respect to ... See full document

... a vehicle capacity may be exceeded during ...the vehicle may return to the depot, replenish its load, and then resume service at the point where failure ...the vehicle will always be able to satisfy ... See full document

... evolutionary algorithm framework, a decision vector naturally corresponds to a candidate solution, and the functions comprising the objective vector are typically incorporated, by various techniques, into the ... See full document

... on vehicle routing problem of emergency logistics ...heuristic algorithm for its ...of Genetic Algorithms is a good way to this kind ... See full document

... a genetic algorithm (GA) to the basic vehicle routing problem with tow-dimensional loading constraints ...(2L-CVRP). Vehicle routing problem encompasses a whole class of complex ... See full document

... each vehicle route, then up to 72 different solutions can be ...specific vehicle route within a ...each vehicle route, a feasible solution can be ...hybrid genetic algorithm with a ... See full document