开放式车辆路由问题(OVRP)的路由优化:一种数学和求解方法

Diego Gasset, Felipe Paillalef, Sebastián Payacán, G. Gatica, Germán Herrera-Vidal, R. Linfati, J. Coronado-Hernández
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引用次数: 0

摘要

在不断变化的人类流动和商业环境中,高效的路线规划变得至关重要。本文探讨了开放式车辆路由问题(OVRP),这是为地理位置分散的客户提供服务的车队在路线优化方面面临的一项重大物流挑战。我们采用启发式方法探索了 OVRP 的复杂性,并将结果与先进的优化方法进行了比较。这项研究不仅凸显了数学建模的有效性,还探索了启发式算法(如贪婪算法、近邻算法和 2-opt 算法)在提供高质量解决方案方面的实用性。研究结果强调了解决方案质量与计算效率之间的微妙相互作用,为应对现实世界的物流挑战提供了宝贵的见解。建议深入探讨优化机会和新兴技术的整合,确保为错综复杂的开放式车辆路由问题提供适应性强的解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Route Optimization for Open Vehicle Routing Problem (OVRP): A Mathematical and Solution Approach
In the everchanging landscape of human mobility and commerce, efficient route planning has become paramount. This paper addresses the open vehicle routing problem (OVRP), a major logistical challenge in route optimization for a fleet of vehicles serving geographically dispersed customers. Using a heuristic approach, we explore the complexities of OVRP, comparing the results with advanced optimization methods. This study not only highlights the effectiveness of mathematical modeling, but also explores the practicality of heuristic algorithms such as Greedy, Nearest Neighbor and 2-opt to provide quality solutions. The findings highlight the nuanced interplay between solution quality and computational efficiency, providing valuable insights for addressing real-world logistics challenges. Recommendations delve into optimization opportunities and the integration of emerging technologies, ensuring adaptable solutions to the intricate the problem of open vehicle routing.
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