Optimal Pricing Strategy in an Unreliable M/M/1 Retrial Queue with Delayed Repair and Breakdown Deterioration

IF 1 4区 数学 Q3 STATISTICS & PROBABILITY Methodology and Computing in Applied Probability Pub Date : 2024-04-05 DOI:10.1007/s11009-024-10080-3
Fan Xu, Ruiling Tian, Qi Shao
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Abstract

This paper focuses on an unreliable M/M/1 retrial queue with delayed repair, in which a novel breakdown mechanism is considered, i.e., a normal breakdown may deteriorate into a major breakdown. Arriving customers are not provided with the system’s information, but must decide whether or not to join it. First, the steady state of the system is analyzed. Then, based on the practical requirements of the cloud computing system, we construct an optimization model to minimize the response time of requesting information with proportions of detection, and repair of the normal and major breakdown as the decision variable. Furthermore, equilibrium joining strategies and the socially optimal pricing strategy are studied from the perspectives of the customer and the social planner, respectively. Finally, numerical examples are used to illustrate the impact of different parameters on strategies.

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具有延迟修复和故障恶化的不可靠 M/M/1 重审队列中的最优定价策略
本文主要研究具有延迟修复功能的不可靠 M/M/1 重审队列,其中考虑了一种新的故障机制,即正常故障可能恶化为重大故障。到达的客户得不到系统信息,但必须决定是否加入。首先,对系统的稳定状态进行分析。然后,根据云计算系统的实际需求,构建了一个优化模型,以检测、修复正常故障和重大故障的比例为决策变量,最小化请求信息的响应时间。此外,我们还分别从客户和社会规划者的角度研究了均衡加入策略和社会最优定价策略。最后,通过数字示例说明了不同参数对策略的影响。
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来源期刊
CiteScore
1.70
自引率
0.00%
发文量
58
审稿时长
6-12 weeks
期刊介绍: Methodology and Computing in Applied Probability will publish high quality research and review articles in the areas of applied probability that emphasize methodology and computing. Of special interest are articles in important areas of applications that include detailed case studies. Applied probability is a broad research area that is of interest to many scientists in diverse disciplines including: anthropology, biology, communication theory, economics, epidemiology, finance, linguistics, meteorology, operations research, psychology, quality control, reliability theory, sociology and statistics. The following alphabetical listing of topics of interest to the journal is not intended to be exclusive but to demonstrate the editorial policy of attracting papers which represent a broad range of interests: -Algorithms- Approximations- Asymptotic Approximations & Expansions- Combinatorial & Geometric Probability- Communication Networks- Extreme Value Theory- Finance- Image Analysis- Inequalities- Information Theory- Mathematical Physics- Molecular Biology- Monte Carlo Methods- Order Statistics- Queuing Theory- Reliability Theory- Stochastic Processes
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