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Equilibrium Strategies in M/M/1 Retrial Queues with Variable Service Rate
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作者 LIU Yuanyuan YAN Zhaozeng YANG Qin 《应用概率统计》 北大核心 2025年第3期448-466,共19页
We consider a single server constant retrial queue,in which a state-dependent service policy is used to control the service rate.Customer arrival follows Poisson process,while service time and retrial time are exponen... We consider a single server constant retrial queue,in which a state-dependent service policy is used to control the service rate.Customer arrival follows Poisson process,while service time and retrial time are exponential distributions.Whenever the server is available,it admits the retrial customers into service based on a first-come first-served rule.The service rate adjusts in real-time based on the retrial queue length.An iterative algorithm is proposed to numerically solve the personal optimal problem in the fully observable scenario.Furthermore,we investigate the impact of parameters on the social optimal threshold.The effectiveness of the results is illustrated by two examples. 展开更多
关键词 variable service rate retrial queues real-time adaptability equilibrium strategies ALGORITHM
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AN M/G/1 RETRIAL QUEUE WITH SECOND MULTI-OPTIONAL SERVICE,FEEDBACK AND UNRELIABLE SERVER 被引量:3
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作者 Li Jianghua Wang Jinting 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2006年第3期252-262,共11页
An M/G/1 retrial queue with two-phase service and feedback is studied in this paper, where the server is subject to starting failures and breakdowns during service. Primary customers get in the system according to a P... An M/G/1 retrial queue with two-phase service and feedback is studied in this paper, where the server is subject to starting failures and breakdowns during service. Primary customers get in the system according to a Poisson process, and they will receive service immediately if the server is available upon arrival. Otherwise, they will enter a retrial orbit and are queued in the orbit in accordance with a first-come-first-served (FCFS) discipline. Customers are allowed to balk and renege at particular times. All customers demand the first “essential” service, whereas only some of them demand the second “multi-optional” service. It is assumed that the retrial time, service time and repair time of the server are all arbitrarily distributed. The necessary and sufficient condition for the system stability is derived. Using a supplementary variable method, the steady-state solutions for some queueing and reliability measures of the system are obtained. 展开更多
关键词 retrial queues two-phase service FEEDBACK server breakdown and repair starting failures.
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The Performance Analysis Of A M/M/2/2+ 1 Retrial Queue With Unreliable Server
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作者 R. Kalyanaraman M. Seenivasan 《Journal of Statistical Science and Application》 2015年第5期163-174,共12页
The M/M/r/r+d retrial queuing system with unreliable server is considered. The customers arrive according to a Poisson process and the service time distribution is negative exponential. The life time of the server an... The M/M/r/r+d retrial queuing system with unreliable server is considered. The customers arrive according to a Poisson process and the service time distribution is negative exponential. The life time of the server and repair times are also negative exponential. If the system is full at the time of arrival of a customer, the customer enters into an orbit. From the orbit the customer tries his luck. The time between two successive retrial follows negative exponential distribution. The model is analyzed using Matrix Geometric Method. The joint distribution of system size and orbit size in steady state is studied. Some system performance measures are obtained. We also provide numerical examples by taking particular values to the parameters. 展开更多
关键词 retrial queue Matrix-Geometric Method retrial rate Stationary distribution Performance measure.
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An M/G/1 Retrial Queue with Exhaustive Service and Server Vacations
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作者 Mohamed Boualem Natalia Djellab Djamil Aissani 《通讯和计算机(中英文版)》 2011年第9期720-726,共7页
关键词 M/G/1 服务器 队列 休假 嵌入马尔可夫链 性能分析 稳态分布 系统
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Modelling and optimisation for a retrial queue with imperfect coverage and reboot delay
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作者 C.C.Kuo K.Huang +2 位作者 J.C.Ke T.H.Liu S.H.Sheu 《Journal of Control and Decision》 2025年第1期123-130,共8页
This paper adopts an M/G/1 retrial queueing system with imperfect coverage and reboot delay.When the system detects an arrival,it will immediately process the arrival.On the other hand,if the arrivals are not detected... This paper adopts an M/G/1 retrial queueing system with imperfect coverage and reboot delay.When the system detects an arrival,it will immediately process the arrival.On the other hand,if the arrivals are not detected,the system will get into an abnormal state until it is restarted.Using the supplementary variable approach,the stationary probability generating function for the number of retrial arrivals and performance measures are derived.For illustration purposes and to study the impact of system parameters on performance measures,a real-world case of the data transmission mechanism for renewable energy power plants is presented to perform the optimisation analysis.Optimisation analysis is implemented to determine the optimum service rate to minimise the mean operating cost and the mean time of an arrival spent in the system. 展开更多
关键词 Sensitivity analysis optimisation analysis retrial queues imperfect coverage reboot delay
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Stochastic interpretation for a single server retrial queue with Bernoulli feedback and negative customers
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作者 Mohamed Boualem Amina Angelika Bouchentouf +1 位作者 Aicha Bareche Mouloud Cherfaoui 《Applied Mathematics(A Journal of Chinese Universities)》 2025年第1期1-19,共19页
In this paper,we introduce a qualitative analysis in order to study the monotonicity and comparability properties of a single-server retrial queueing model with Bernoulli feedback and negative customers,relative to st... In this paper,we introduce a qualitative analysis in order to study the monotonicity and comparability properties of a single-server retrial queueing model with Bernoulli feedback and negative customers,relative to stochastic orderings.Performance measures of such a system are available explicitly,while their forms are cumbersome(these formulas include integrals of Laplace transform,solutions of functional equations,etc.).Therefore,they are not exploitable from the application point of view.To overcome these difficulties,we present stochastic comparison methods in order to get qualitative estimates of these measures.In particular,we prove the monotonicity of the transition operator of the embedded Markov chain.In addition,we establish conditions for which transition operators as well as stationary probabilities,associated with two embedded Markov chains,having the same structure but with different parameters,are comparable relative to the given stochastic orderings.Further,numerical examples are carried out to illustrate the theoretical results. 展开更多
关键词 retrial queueing models negative arrivals stochastic orderings monotonicity simulation
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A DISCRETE-TIME Geo/G/1 RETRIAL QUEUE WITH J-VACATION POLICY AND GENERAL RETRIAL TIMES 被引量:4
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作者 YUE Dequan ZHANG Feng 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2013年第4期556-571,共16页
The authors discuss a discrete-time Geo/G/1 retrial queue with J-vacation policy and general retrial times.As soon as the orbit is empty,the server takes a vacation.However,the server is allowed to take a maximum numb... The authors discuss a discrete-time Geo/G/1 retrial queue with J-vacation policy and general retrial times.As soon as the orbit is empty,the server takes a vacation.However,the server is allowed to take a maximum number J of vacations,if the system remains empty after the end of a vacation.If there is at least one customer in the orbit at the end of a vacation,the server begins to serve the new arrivals or the arriving customers from the orbit.For this model,the authors focus on the steady-state analysis for the considered queueing system.Firstly,the authors obtain the generating functions of the number of customers in the orbit and in the system.Then,the authors obtain the closed-form expressions of some performance measures of the system and also give a stochastic decomposition result for the system size.Besides,the relationship between this discrete-time model and the corresponding continuous-time model is also investigated.Finally,some numerical results are provided. 展开更多
关键词 DISCRETE-TIME generating function J-vacation policy Markov chain retrial queue.
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DISCRETE-TIME Geo/G/1 RETRIAL QUEUES WITH GENERAL RETRIAL TIME AND BERNOULLI VACATION 被引量:3
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作者 Jinting WANG 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2012年第3期504-513,共10页
This paper considers a discrete-time Geo/G/1 retrial queue where the retrial time has a general distribution and the server is subject to Bernoulli vacation policy. It is assumed that the server, after each service co... This paper considers a discrete-time Geo/G/1 retrial queue where the retrial time has a general distribution and the server is subject to Bernoulli vacation policy. It is assumed that the server, after each service completion, begins a process of search in order to find the following customer to be served with a certain probability, or begins a single vacation process with complementary probability. This paper analyzes the Markov chain underlying the queueing system and obtain its ergodicity condition. The generating functions of the number of customers in the orbit and in the system are also obtained along with the marginal distributions of the orbit size when the server is idle, busy or on vacation. Finally, the author gives two stochastic decomposition laws, and as an application the author gives bounds for the proximity between the system size distributions of the model and the corresponding model without retrials. 展开更多
关键词 Discrete-time queue general retrial time retrial queue stochastic decomposition vaca-tion.
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AN M/M/C RETRIAL QUEUEING SYSTEM WITH BERNOULLI VACATIONS 被引量:2
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作者 B.Krishna KUMAR R.RUKMANI V.THANGARAJ 《Journal of Systems Science and Systems Engineering》 SCIE EI CSCD 2009年第2期222-242,共21页
In this paper, a steady-state Markovian multi-server retrial queueing system with Bernoulli vacation scheduling service is studied. Using matrix-geometric approach, various interesting and important system performance... In this paper, a steady-state Markovian multi-server retrial queueing system with Bernoulli vacation scheduling service is studied. Using matrix-geometric approach, various interesting and important system performance measures are obtained. Further, the probability descriptors like ideal retrial and vain retrial are provided. Finally, extensive numerical illustrations are presented to indicate the quantifying nature of the approach to obtain solutions to this queueing system. 展开更多
关键词 retrial queue Bernoulli vacation matrix-geometric methods busy period vain retrial ideal retrial
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A RepairableGeoX/G/1 Retrial Queue with Bernoulli Feedback and Impatient Customers 被引量:2
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作者 Shan GAO Zai-ming LIU 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2014年第1期205-222,共18页
Abstract This paper deals with a discrete-time batch arrival retrial queue with the server subject to starting failures.Diferent from standard batch arrival retrial queues with starting failures,we assume that each cu... Abstract This paper deals with a discrete-time batch arrival retrial queue with the server subject to starting failures.Diferent from standard batch arrival retrial queues with starting failures,we assume that each customer after service either immediately returns to the orbit for another service with probabilityθor leaves the system forever with probability 1θ(0≤θ〈1).On the other hand,if the server is started unsuccessfully by a customer(external or repeated),the server is sent to repair immediately and the customer either joins the orbit with probability q or leaves the system forever with probability 1 q(0≤q〈1).Firstly,we introduce an embedded Markov chain and obtain the necessary and sufcient condition for ergodicity of this embedded Markov chain.Secondly,we derive the steady-state joint distribution of the server state and the number of customers in the system/orbit at arbitrary time.We also derive a stochastic decomposition law.In the special case of individual arrivals,we develop recursive formulae for calculating the steady-state distribution of the orbit size.Besides,we investigate the relation between our discrete-time system and its continuous counterpart.Finally,some numerical examples show the influence of the parameters on the mean orbit size. 展开更多
关键词 discrete-time queue retrial queue starting failure steady state Bernoulli feedback
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A BATCH ARRIVAL RETRIAL QUEUE WITH STARTING FAILURES,FEEDBACK AND ADMISSION CONTROL 被引量:2
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作者 Jinting WANG Peng-Feng ZHOU Department of Mathematics,School of Science,Beijing Jiaotong University,Beijing,China 《Journal of Systems Science and Systems Engineering》 SCIE EI CSCD 2010年第3期306-320,共15页
This paper is concerned with the analysis of a feedback M^[X]/G/1 retrial queue with starting failures and general retrial times. In a batch, each individual customer is subject to a control admission policy upon arri... This paper is concerned with the analysis of a feedback M^[X]/G/1 retrial queue with starting failures and general retrial times. In a batch, each individual customer is subject to a control admission policy upon arrival. If the server is idle, one of the customers admitted to the system may start its service and the rest joins the retrial group, whereas all the admitted customers go to the retrial group when the server is unavailable upon arrival. An arriving customer (primary or retrial) must turn-on the server, which takes negligible time. If the server is started successfully (with a certain probability), the customer gets service immediately. Otherwise, the repair for the server commences immediately and the customer must leave for the orbit and make a retrial at a later time. It is assumed that the customers who find the server unavailable are queued in the orbit in accordance with an FCFS discipline and only the customer at the head of the queue is allowed for access to the server. The Markov chain underlying the considered queueing system is studied and the necessary and sufficient condition for the system to be stable is presented. Explicit formulae for the stationary distribution and some performance measures of the system in steady-state are obtained. Finally, some numerical examples are presented to illustrate the influence of the parameters on several performance characteristics. 展开更多
关键词 Batch arrival FEEDBACK REPAIR retrial queue starting failure
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The MAP/PH/N Retrial Queue in a Random Environment 被引量:1
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作者 Gang YANG Luo-gen YAO Zi-sheng OUYANG 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2013年第4期725-738,共14页
We consider the MAP/PH/N retrial queue with a finite number of sources operating in a finite state Markovian random environment. Two different types of multi-dimensional Markov chains are investigated describing the b... We consider the MAP/PH/N retrial queue with a finite number of sources operating in a finite state Markovian random environment. Two different types of multi-dimensional Markov chains are investigated describing the behavior of the system based on state space arrangements. The special features of the two formulations are discussed. The algorithms for calculating the stationary state probabilities are elaborated, based on which the main performance measures are obtained, and numerical examples are presented as well. 展开更多
关键词 retrial queue Markovian arrival process (MAP) phase-type service Markovian random environ-ment finite number of sources
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ON THE SINGLE SERVER RETRIAL QUEUE WITH PRIORITY SUBSCRIBERS AND SERVER BREAKDOWNS 被引量:1
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作者 Jinting WANG 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2008年第2期304-315,共12页
The author concerned the reliability evaluation as well as queueing analysis of M1, M2/G1, G2/1 retrial queues with two different types of primary customers arriving according to independent Poisson flows. In the case... The author concerned the reliability evaluation as well as queueing analysis of M1, M2/G1, G2/1 retrial queues with two different types of primary customers arriving according to independent Poisson flows. In the case of blocking, the first type of customers can be queued whereas the second type of customers must leave the service area but return after some random period of time to try their luck again. The author assumes that the server is unreliable and it has a service-type dependent, exponentially distributed life time as well as a service-type dependent, generally distributed repair time. The necessary and sufficient condition for the system to be stable is investigated. Using a supplementary variable method, the author obtains a steady-state solution for queueing measures, and the transient as well as the steady-state solutions for reliability measures of interest. 展开更多
关键词 Priority queues RELIABILITY retrial queues server breakdowns.
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OPTIMAL CONTROL OF AN M/G/1 RETRIAL QUEUE WITH VACATIONS
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作者 Amar AISSANI 《Journal of Systems Science and Systems Engineering》 SCIE EI CSCD 2008年第4期487-502,共16页
In this note, we consider an M/G/1 retrial queue with server vacations, when retrial times, service times and vacation times are arbitrary distributed. The distribution of the number of customers in the system in stat... In this note, we consider an M/G/1 retrial queue with server vacations, when retrial times, service times and vacation times are arbitrary distributed. The distribution of the number of customers in the system in stationary regime is obtained in terms of generating function. Next, we give heavy traffic approximation of such distribution. We show that the system size can be decomposed into two random variables, one of which corresponds to the system size of the ordinary M/G/1 FIFO queue without vacation. Such a stochastic decomposition property is useful for the computation of performance measures of interest. Finally, we solve simple problems of optimal control of vacation and retrial policies. 展开更多
关键词 retrial queues VACATION optimal control stochastic decomposition ageing distribution heavy traffic
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Discrete-time GGI/GG/1 Retrial Queues with Time-controlled Vacation Policies
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作者 Jin-ting WANG Nan WANG Attahiru S.ALFA 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2013年第4期689-704,共16页
A discrete-time GI/G/1 retrial queue with Bernoulli retrials and time-controlled vacation policies is investigated in this paper. By representing the inter-arrival, service and vacation tlmes using a Markov-based appr... A discrete-time GI/G/1 retrial queue with Bernoulli retrials and time-controlled vacation policies is investigated in this paper. By representing the inter-arrival, service and vacation tlmes using a Markov-based approach, we are able to analyze this model as a level-dependent quasi-birth-and-death (LDQBD) process which makes the model algorithmically tractable. Several performance measures such as the stationary probability distribution and the expected number of customers in the orbit have been discussed with two different policies: deterministic time-controlled system and random time-controlled system. To give a comparison with the known vacation policy in the literature, we present the exhaustive vacation policy as a contrast between these policies under the early arrival system (EAS) and the late arrival system with delayed access (LAS-DA). Significant difference between EAS and LAS-DA is illustrated by some numerical examples. 展开更多
关键词 discrete queues retrial queues time-controlled vacations early and late arrival systems matrixanalytic method
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A Batch Arrival Retrial Queue with Two Phases of Service and Bernoulli Vacation Schedule
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作者 Gautam Choudhury Kandarpa Deka 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2013年第1期15-34,共20页
We consider an MX/G/1 queueing system with two phases of heterogeneous service and Bernoulli vacation schedule which operate under a linear retrial policy. In addition, each individual customer is subject to a control... We consider an MX/G/1 queueing system with two phases of heterogeneous service and Bernoulli vacation schedule which operate under a linear retrial policy. In addition, each individual customer is subject to a control admission policy upon the arrival. This model generalizes both the classical M/G/1 retrial queue with arrivals in batches and a two phase batch arrival queue with a single vacation under Bernoulli vacation schedule. We will carry out an extensive stationary analysis of the system, including existence of the stationary regime, embedded Markov chain, steady state distribution of the server state and number of customer in the retrial group, stochastic decomposition and cMculation of the first moment. 展开更多
关键词 Batch arrival retrial queue two phase service linear retrial policy bernoulli admission mechanism bernoulli vacation schedule
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Performance of the(BMAP_1, BMAP_2 )/(PH_1, PH_2 )/N Retrial Queueing System with Finite Buffer
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作者 Zong-hao ZHOU Shi-xing LI Yi-jun ZHU 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2014年第2期429-446,共18页
This paper consider the (BMAP1, BMAP2)/(PH1, PH2)/N retrial queue with finite-position buffer. The behavior of the system is described in terms of continuous time multi-dimensional Markov chain. Arriving type I ca... This paper consider the (BMAP1, BMAP2)/(PH1, PH2)/N retrial queue with finite-position buffer. The behavior of the system is described in terms of continuous time multi-dimensional Markov chain. Arriving type I calls find all servers busy and join the buffer, if the positions of the buffer are insufficient, they can go to orbit. Arriving type II calls find all servers busy and join the orbit directly. Each server can provide two types heterogeneous services with Phase-type (PH) time distribution to every arriving call (including types I and II calls), arriving calls have an option to choose either type of services. The model is quite general enough to cover most of the systems in communication networks. We derive the ergodicity condition, the stationary distribution and the main performance characteristics of the system. The effects of various parameters on the system performance measures are illustrated numerically. 展开更多
关键词 retrial queue batch Markov arrival process PH distribution BUFFER
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A SINGLE SERVER RETRIAL QUEUE WITH GENERAL RETRIAL TIMES AND TWO-PHASE SERVICE
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作者 Jinting WANG Jianghua LI 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2009年第2期291-302,共12页
An M/G/1 retrial queue with a first-come-first-served (FCFS) orbit,general retrial time,two-phase service and server breakdown is investigated in this paper.Customers are allowed to balkand renege at particular times.... An M/G/1 retrial queue with a first-come-first-served (FCFS) orbit,general retrial time,two-phase service and server breakdown is investigated in this paper.Customers are allowed to balkand renege at particular times.Assume that the customers who find the server busy are queued inthe orbit in accordance with an FCFS discipline.All customers demand the first 'essential' service,whereas only some of them demand the second 'optional' service,and the second service is multi-optional.During the service,the server is subject to breakdown and repair.Assume that the retrialtime,the service time,and the repair time of the server are all arbitrarily distributed.By using thesupplementary variables method,the authors obtain the steady-state solutions for both queueing andreliability measures of interest. 展开更多
关键词 BALKING BREAKDOWNS retrial queue two-phase service.
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Optimal Design for a Retrial Queueing System with State-Dependent Service Rate
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作者 ZHANG Xuelu WANG Jinting MA Qing 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2017年第4期883-900,共18页
This paper considers a single server retrial queue in which a state-dependent service policy is adopted to control the service rate. Customers arrive in the system according to a Poisson process and the service times ... This paper considers a single server retrial queue in which a state-dependent service policy is adopted to control the service rate. Customers arrive in the system according to a Poisson process and the service times and inter-retrial times are all exponentially distributed. If the number of customers in orbit is equal to or less than a certain threshold, the service rate is set in a low value and it also can be switched to a high value once this number exceeds the threshold. The stationary distribution and two performance measures are obtained through the partial generating functions. It is shown that this state-dependent service policy degenerates into a classic retrial queueing system without control policy under some conditions. In order to achieve the social optimal strategies, a new reward-cost function is established and the global numerical solutions, obtained by Canonical Particle Swarm Optimization algorithm, demonstrate that the managers can get more benefits if applying this state-dependent service policy compared with the classic model. 展开更多
关键词 Particle swarm optimization algorithm retrial queues social optimal strategy statedependent service policy
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基于可选休假和优先权Geo/G/1重试排队的P2P网络分析 被引量:1
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作者 马占友 秦国丽 +1 位作者 姜子姝 沈颖 《数学物理学报(A辑)》 北大核心 2025年第1期295-304,共10页
该文旨在根据P2P网络中节点状态的动态变化,构建一个排队模型,以精确模拟节点在系统中的动态趋势.基于这一模型框架,建立了一个带二次可选休假、优先权和不耐烦请求节点的Geo/G/1重试排队系统.利用嵌入Markov链的方法,构造相应维数的Mar... 该文旨在根据P2P网络中节点状态的动态变化,构建一个排队模型,以精确模拟节点在系统中的动态趋势.基于这一模型框架,建立了一个带二次可选休假、优先权和不耐烦请求节点的Geo/G/1重试排队系统.利用嵌入Markov链的方法,构造相应维数的Markov链,分析网络系统中各个节点状态的一步转移概率;利用补充变量法推导系统满足的平衡方程组,通过求解平衡方程组得到网络系统中各类节点的性能指标.通过调整不同参数,验证系统的性能指标随参数的变化趋势. 展开更多
关键词 离散时间重试排队 P2P网络 二次可选休假策略 嵌入Markov链 不耐烦请求节点
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