Impact of ACO intelligent vehicle real-time software in finding shortest path

IF 1.3 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING Software Impacts Pub Date : 2024-02-17 DOI:10.1016/j.simpa.2024.100625
Jai Keerthy Chowlur Revanna , Nushwan Yousif Baithoon Al-Nakash
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引用次数: 0

Abstract

In the modern e-commerce landscape, timely package delivery faces hurdles amid fluctuating traffic conditions. This article proposes optimization techniques employing adaptable intelligent systems for dynamic route adjustments. The primary approach used here is an AI-driven optimal path routing system, leveraging Ant Colony Optimization (ACO) and Genetic Algorithm (GA). Integration of Google Maps (G-Map API) with real-time traffic data enhances route accuracy, ensuring efficient vehicle routing. By addressing these challenges, this research aims to streamline delivery processes and contribute to the advancement of vehicle routing methodologies in the dynamic e-commerce domain.

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ACO 智能车辆实时软件对寻找最短路径的影响
在现代电子商务环境中,包裹的及时投递在不断变化的交通状况下面临着障碍。本文提出了采用自适应智能系统进行动态路由调整的优化技术。本文采用的主要方法是人工智能驱动的最优路径路由系统,利用了蚁群优化(ACO)和遗传算法(GA)。谷歌地图(G-Map API)与实时交通数据的集成提高了路线的准确性,确保了车辆路线的高效性。通过应对这些挑战,本研究旨在简化交付流程,并为动态电子商务领域车辆路由选择方法的进步做出贡献。
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来源期刊
Software Impacts
Software Impacts Software
CiteScore
2.70
自引率
9.50%
发文量
0
审稿时长
16 days
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