An Ant Colony Optimization Algorithm Approach for Solving Multi-objective Capacitated Vehicle Routing Problem
نویسندگان
چکیده
منابع مشابه
APPLICATION of HYBRID ANT COLONY OPTIMIZATION (HACO) AlGORITHM for SOLVING CAPACITATED VEHICLE ROUTING PROBLEM (CVRP)
The Capacitated Vehicle Routing problem (CVRP) is a combinatorial optimization and nonlinear problem seeking to service a number of customers with a fleet of vehicles. CVRP isan important problem in the fields of transportation, distribution and logistics . Usually, the goal is delivering goods located at a central depot to customers who have placed orders. This transportation optimization prob...
متن کاملSolving the Vehicle Routing Problem with Simultaneous Pickup and Delivery by an Effective Ant Colony Optimization
One of the most important extensions of the capacitated vehicle routing problem (CVRP) is the vehicle routing problem with simultaneous pickup and delivery (VRPSPD) where customers require simultaneous delivery and pick-up service. In this paper, we propose an effective ant colony optimization (EACO) which includes insert, swap and 2-Opt moves for solving VRPSPD that is different with common an...
متن کاملUsing an Ant Colony approach for Solving capacitated Vehicle Routing Problem with time Windows
In this paper, a capacitated vehicle routing problem with time windows (CVRPTW) is presented. In this work, a new idea for calculating the heuristic value to improve the performance of ant colony algorithms when solving capacitated vehicle routing problems with hard time windows is proposed. The performance of the model and the heuristic approach are evaluated by Solomon’s VRPTW benchmark probl...
متن کاملAn Ant Colony Algorithm for the Capacitated Vehicle Routing
The Vehicle Routing Problem (VRP) requires the determination of an optimal set of routes for a set of vehicles to serve a set of customers. We deal here with the Capacitated Vehicle Routing Problem (CVRP) where there is a maximum weight or volume that each vehicle can load. We developed an Ant Colony algorithm (ACO) for the CVRP based on the metaheuristic technique introduced by Colorni, Dorigo...
متن کاملAutonomous Units for Solving the Capacitated Vehicle Routing Problem Based on Ant Colony Optimization
Communities of autonomous units and ant colony systems have fundamental features in common. Both consists of a set of autonomously acting units that transform and move around a common environment that is usually a graph. In contrast to ant colony systems, the actions of autonomous units are specified by graph transformation rules which have a precisely defined operational semantics and can be v...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Alphanumeric Journal
سال: 2018
ISSN: 2148-2225
DOI: 10.17093/alphanumeric.366852