STOCHASTIC DYNAMIC VEHICLE ROUTING PROBLEM SURVEY

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Date

2023

Journal Title

Journal ISSN

Volume Title

Publisher

СДУ хабаршысы - 2023

Abstract

Abstract. The present article aims to offer an exhaustive and in-depth investigation of the Stochastic Dynamic Vehicle Routing Problem, which remains a significant challenge in the field of transportation logistics. To achieve this objective, we will undertake a meticulous analysis of the latest cutting-edge techniques and methodologies deployed to tackle this complex optimization problem. Furthermore, we will delve into the intricate and multifaceted stochastic and dynamic constraints that pose formidable obstacles to effective route planning and optimization. Through this survey paper, we seek to provide a comprehensive understanding of the current state-of-the-art approaches and highlight the potential avenues for future research in this critical area of transportation logistics. In addition, we will also analyze the application of advanced reinforcement learning methods and Markov decision processes to solve the problem of stochastic dynamic vehicle routing.

Description

Keywords

transportation, combinatorial optimization, stochastic dynamic vehicle routing problem, СДУ хабаршысы - 2023, №1

Citation

Yernar Akhmetbek , Taukekhan Mustakhov / STOCHASTIC DYNAMIC VEHICLE ROUTING PROBLEM SURVEY / СДУ хабаршысы - 2023