A Genetic Algorithm for the Multi-Pickup and Delivery Problem with time windows

09/25/2010
by   Imen Harbaoui Dridi, et al.
0

In This paper we present a genetic algorithm for the multi-pickup and delivery problem with time windows (m-PDPTW). The m-PDPTW is an optimization vehicles routing problem which must meet requests for transport between suppliers and customers satisfying precedence, capacity and time constraints. This paper purposes a brief literature review of the PDPTW, present our approach based on genetic algorithms to minimizing the total travel distance and thereafter the total travel cost, by showing that an encoding represents the parameters of each individual.

READ FULL TEXT
research
10/05/2010

Genetic Algorithm for Mulicriteria Optimization of a Multi-Pickup and Delivery Problem with Time Windows

In This paper we present a genetic algorithm for mulicriteria optimizati...
research
10/05/2010

Approche Multicritère pour le Problème de Ramassage et de Livraison avec Fenêtres de Temps à Plusieurs Véhicules

Nowadays, the transport goods problem occupies an important place in the...
research
07/30/2023

The Multi-trip Autonomous Mobile Robots Scheduling Problem with Time Windows in a Stochastic Environment at Smart Hospitals

Autonomous Mobile Robots (AMRs) play a crucial role in transportation an...
research
10/05/2010

Un Algorithme génétique pour le problème de ramassage et de livraison avec fenêtres de temps à plusieurs véhicules

The PDPTW is an optimization vehicles routing problem which must meet re...
research
06/03/2013

Evolutionary Approach for the Containers Bin-Packing Problem

This paper deals with the resolution of combinatorial optimization probl...
research
06/22/2021

Online Ordering Platform City Distribution Based on Genetic Algorithm

Since the rising of the takeaway ordering platform, the M platform has t...
research
11/14/2014

Integrating Fuzzy and Ant Colony System for Fuzzy Vehicle Routing Problem with Time Windows

In this paper fuzzy VRPTW with an uncertain travel time is considered. C...

Please sign up or login with your details

Forgot password? Click here to reset