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作者:Li, Shi
作者单位:State University of New York (SUNY) System; University at Buffalo, SUNY
摘要:We study the nonuniform capacitated multi-item lot-sizing problem. In this problem, there is a set of demands over a planning horizon of T discrete time periods, and all demands must be satisfied on time. We can place an order at the beginning of each period s, incurring an ordering cost K-s. In this order, we can order up to C-s units of products. On the other hand, carrying inventory from time to time incurs an inventory holding cost. The goal of the problem is to find a feasible solution th...
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作者:Pender, Jamol; Rand, Richard; Wesson, Elizabeth
作者单位:Cornell University; Cornell University; Cornell University
摘要:Many service systems provide queue length information to customers, thereby allowing customers to choose among many options of service. However, queue length information is often delayed, and it is often not provided in real time. Recent work by Dong et al. [Dong J, Yom-Tov E, Yom-Tov GB (2018) The impact of delay announcements on hospital network coordination and waiting times. Management Sci. 65(5):1969-1994.] explores the impact of these delays in an empirical study in U.S. hospitals. Work ...
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作者:Anselmi, Jonatha; Dufour, Francois
作者单位:Communaute Universite Grenoble Alpes; Institut National Polytechnique de Grenoble; Universite Grenoble Alpes (UGA); Centre National de la Recherche Scientifique (CNRS); Inria; Universite de Bordeaux
摘要:In multiserver distributed queueing systems, the access of stochastically arriving jobs to resources is often regulated by a dispatcher, also known as a load balancer. A fundamental problem consists in designing a load-balancing algorithm that minimizes the delays experienced by jobs. During the last two decades, the power-of-d-choice algorithm, based on the idea of dispatching each job to the least loaded server out of d servers randomly sampled at the arrival of the job itself, has emerged a...
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作者:Bot, Radu Ioan; Dang-Khoa Nguyen
作者单位:University of Vienna; Babes Bolyai University from Cluj
摘要:We propose two numerical algorithms in the fully nonconvex setting for the minimization of the sum of a smooth function and the composition of a nonsmooth function with a linear operator. The iterative schemes are formulated in the spirit of the proximal alternating direction method of multipliers and its linearized variant, respectively. The proximal terms are introduced via variable metrics, a fact that allows us to derive new proximal splitting algorithms for nonconvex structured optimizati...
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作者:Eshragh, Ali; Filar, Jerzy A.; Kalinowski, Thomas; Mohammadian, Sogol
作者单位:University of Newcastle; University of Queensland; University of New England
摘要:We study a certain polytope arising from embedding the Hamiltonian cycle problem in a discounted Markov decision process. The Hamiltonian cycle problem can be reduced to finding particular extreme points of a certain polytope associated with the input graph. This polytope is a subset of the space of discounted occupational measures. We characterize the feasible bases of the polytope for a general input graph G and determine the expected numbers of different types of feasible bases when the und...
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作者:Budhiraja, Amarjit; Johnson, Dane
作者单位:University of North Carolina; University of North Carolina Chapel Hill
摘要:We consider resource sharing networks of the form introduced in work of Massoulie and Roberts as models for Internet flows. The goal is to study the open problem, formulated in Harrison et al. (2014) [Harrison JM, Mandayam C, Shah D, Yang Y (2014) Resource sharing networks: Overview and an open problem. Stochastic Systems 4(2):524-555.], of constructing simple form rate-allocation policies for broad families of resource sharing networks with associated costs converging to the hierarchical gree...
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作者:Segal-Halevi, Erel; Nitzan, Shmuel; Hassidim, Avinatan; Aumann, Yonatan
作者单位:Ariel University; Bar Ilan University
摘要:Classic cake-cutting algorithms enable people with different preferences to divide among them a heterogeneous resource (cake) such that the resulting division is fair according to each agent's individual preferences. However, these algorithms either ignore the geometry of the resource altogether or assume it is one-dimensional. In practice, it is often required to divide multidimensional resources, such as land estates or advertisement spaces in print or electronic media. In such cases, the ge...
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作者:Capponi, Agostino; Sun, Xu; Yao, David D.
作者单位:Columbia University; State University System of Florida; University of Florida
摘要:We develop a dynamic model of interbank borrowing and lending activities in which banks are organized into clusters, and adjust their monetary reserve levels to meet prescribed capital requirements. Each bank has its own initial monetary reserve level and faces idiosyncratic risks characterized by an independent Brownian motion, whereas system wide, the banks form a hierarchical structure of clusters. We model the interbank transactional dynamics through a set of interacting measure-valued pro...
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作者:Kapoor, Sanjiv; Shin, Junghwan
作者单位:Illinois Institute of Technology
摘要:We address the performance of selfish network routing in multicommodity flows where the latency or delay function on edges is dependent on the flow of individual commodities, rather than on the aggregate flow. An application of this study is the analysis of a network with differentiated traffic, that is, in transportation networks where there are multiple types of traffic and in networks where traffic is prioritized according to type classification. We consider the inefficiency of equilibrium ...
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作者:Cao, Junyu; Olvera-Cravioto, Mariana; Shen, Zuo-Jun (max)
作者单位:University of California System; University of California Berkeley; University of North Carolina; University of North Carolina Chapel Hill
摘要:We propose a model for optimizing the last-mile delivery of n packages from a distribution center to their final recipients, using a strategy that combines the use of ride-sharing platforms (e.g., Uber or Lyft) with traditional in-house van delivery systems. The main objective is to compute the optimal reward offered to private drivers for each of the n packages such that the total expected cost of delivering all packages is minimized. Our technical approach is based on the formulation of a di...