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Research Article | Open Access

Optimal decision of a disaster relief network equilibrium model

Cunlin Li1Wenyu Zhang2( )Hooi Min Yee3Baojun Yang4
Ningxia Key Laboratory of Intelligent Information and Big Data Processing, North Minzu University, Wenchang Street, Yinchuan, 750021, Ningxia, China
School of Mathematics and Information Science, North Minzu University, Wenchang Street, Yinchuan, 750021, Ningxia, China
Civil Engineering Studies, College of Engineering, Universiti Teknologi MARA, Penang Branch, Permatang Pauh Campus, 13500 Permatang Pauh, Pulau Pinang, Malaysia
School of Business, North Minzu University, Wenchang Street, Yinchuan, 750021, Ningxia, China
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Abstract

Frequent natural disasters challenge relief network efficiency. This paper introduces a stochastic relief network with limited path capacity, develops an equilibrium model based on cumulative prospect theory, and formulates it as a stochastic variational inequality problem to enhance emergency response and resource allocation efficiency. Using the NCP function, Lagrange function, and random variables, the model dynamically monitors disasters, enabling rational resource allocation for quick decision-making. Compared to traditional methods, our model significantly improves resource scheduling and reduces disaster response costs. Through a random network example, we validate the model's effectiveness in aiding intelligent decision-making for relief plans and resource allocation optimization.

CLC number: 60H15, 90C25, 90B15

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AIMS Mathematics
Pages 2657-2671

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Cite this article:
Li C, Zhang W, Yee HM, et al. Optimal decision of a disaster relief network equilibrium model. AIMS Mathematics, 2024, 9(2): 2657-2671. https://doi.org/10.3934/math.2024131

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Received: 28 October 2023
Revised: 05 December 2023
Accepted: 13 December 2023
Published: 15 February 2024
©2024 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)