A hybrid edge recombination approach to solve price collecting vehicle routing problem

Anurag Tiwari, Gouthaman Elangovan, P. Chang, S. Annadurai
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引用次数: 4

Abstract

In this paper, we consider a Prize Colleting Vehicle Routing Problem (PCVRP). Prize collecting Vehicle Routing Problem is a Variant of Vehicle routing Problem. One of the major concerns of the Prize collecting Vehicle routing problem is that all customers need not to be visited compulsory, but prize must be collected from each customer visited and a penalty has to be paid for every unvisited customer. To guarantee good customer satisfaction, the demand of all visited customers should reach a pre specified value. The objective of this paper is minimization of total distance and total cost of schedule by maximizing the total prize collected by each customers. We have proposed a Hybrid edge recombination approach to solve the PCVRP. To avoid the bias we compare the result with other well know evolutionary algorithm. Computational result shows that the proposed methodology has the promising result.
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一种混合边缘重组方法解决收费车路线问题
在本文中,我们考虑一个奖品收集车辆路线问题(PCVRP)。车辆路线问题是车辆路线问题的一种变体。车辆路线问题的一个主要问题是,不必强制拜访所有客户,但必须从每个拜访的客户那里收取奖品,并为每个未拜访的客户支付罚款。为了保证良好的客户满意度,所有拜访客户的需求都应该达到预定的值。本文的目标是通过最大化每个客户收集的总奖励来最小化总距离和总成本。我们提出了一种混合边缘重组方法来解决PCVRP问题。为了避免偏差,我们将结果与其他已知的进化算法进行了比较。计算结果表明,该方法具有良好的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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