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We consider a multiproduct monopoly pricing model. We provide sufficient conditions under which the optimal mechanism can be implemented via upgrade pricing -- a menu of product bundles that are nested in the strong set order. Our approach…

计算机科学与博弈论 · 计算机科学 2021-12-03 Dirk Bergemann , Alessandro Bonatti , Andreas Haupt , Alex Smolin

This paper studies the joint optimization of edge node activation and resource pricing in edge computing, where an edge computing platform provides heterogeneous resources to accommodate multiple services with diverse preferences. We cast…

最优化与控制 · 数学 2025-07-15 Duong Thuy Anh Nguyen , Tarannum Nisha , Ni Trieu , Duong Tung Nguyen

Combining two or more items and selling them as one good, a practice called bundling, can be a very effective strategy for reducing the costs of producing, marketing, and selling goods. In this paper, we consider a form of multi-issue…

多智能体系统 · 计算机科学 2007-05-23 Koye Somefun , Tomas Klos , Han La Poutré

The emerging edge computing paradigm promises to provide low latency and ubiquitous computation to numerous mobile and Internet of Things (IoT) devices at the network edge. How to efficiently allocate geographically distributed…

分布式、并行与集群计算 · 计算机科学 2022-02-16 Tarannum Nisha , Duong Tung Nguyen , Vijay K. Bhargava

We study optimal bundling when consumers differ in one dimension. We introduce a partial order on the set of bundles defined by (i) set inclusion and (ii) sales volumes (if sold alone and priced optimally). We show that if the undominated…

理论经济学 · 经济学 2023-04-11 Frank Yang

Bundling, the practice of jointly selling two or more products at a discount, is a widely used strategy in industry and a well examined concept in academia. Historically, the focus has been on theoretical studies in the context of…

机器学习 · 计算机科学 2020-02-04 Madhav Kumar , Dean Eckles , Sinan Aral

Warranty policies play a crucial role in balancing customer satisfaction and cost of the manufacturer. Traditional one-dimensional warranty frameworks, based solely on either age or usage, often fail to capture the joint effect of product…

应用统计 · 统计学 2025-09-15 Tanmay Sen , Rathin Das , Ritwik Bhattacharya

Product bundling, offering a combination of items to customers, is one of the marketing strategies commonly used in online e-commerce and offline retailers. A high-quality bundle generalizes frequent items of interest, and diversity across…

信息检索 · 计算机科学 2019-04-04 Jinze Bai , Chang Zhou , Junshuai Song , Xiaoru Qu , Weiting An , Zhao Li , Jun Gao

Retailers have significant potential to improve recommendations through strategic bundling and pricing. By taking into account different types of customers and their purchasing decisions, retailers can better accommodate customer…

最优化与控制 · 数学 2024-09-06 Maxime Bouscary , Mazen Danaf , Saurabh Amin

In this paper we formulate a contract design problem where a primary license holder wishes to profit from its excess spectrum capacity by selling it to potential secondary users/buyers. It needs to determine how to optimally price the…

计算工程、金融与科学 · 计算机科学 2012-07-30 Shang-Pin Sheng , Mingyan Liu

Motivated by the recent popularity of machine learning training services, we introduce a contract design problem in which a provider sells a service that results in an outcome of uncertain quality for the buyer. The seller has a set of…

计算机科学与博弈论 · 计算机科学 2026-05-06 Krishnamurthy Iyer , Alec Sun , Haifeng Xu , You Zu

In recent years, bundle recommendation systems have gained significant attention in both academia and industry due to their ability to enhance user experience and increase sales by recommending a set of items as a bundle rather than…

信息检索 · 计算机科学 2026-02-27 Meng Sun , Lin Li , Ming Li , Xiaohui Tao , Dong Zhang , Qing Xie , Peipei Wang , Jimmy Xiangji Huang

The demand response provides an opportunity for load serving entities (LSEs) that operate retail electricity markets (REMs) to strategically purchase energy and provide reserves in wholesale electricity markets (WEMs). This paper concerns…

最优化与控制 · 数学 2020-06-09 Hanchen Xu , Kaiqing Zhang , Junbo Zhang

We efficiently solve the optimal multi-dimensional mechanism design problem for independent bidders with arbitrary demand constraints when either the number of bidders is a constant or the number of items is a constant. In the first…

计算机科学与博弈论 · 计算机科学 2011-12-20 Constantinos Daskalakis , S. Matthew Weinberg

While consolidation strategies form the backbone of many supply chain optimisation problems, exploitation of multi-tier material relationships through consolidation remains an understudied area, despite being a prominent feature of…

计算工程、金融与科学 · 计算机科学 2025-01-03 Vinod Kumar Chauhan , Muhannad Alomari , James Arney , Ajith Kumar Parlikad , Alexandra Brintrup

This paper investigates the scheduling problem of a fleet of electric vehicles, providing mobility as a service to a set of time-specified customers, where the operator needs to solve the routing and charging problem jointly for each EV.…

最优化与控制 · 数学 2022-05-27 Canqi Yao , Shibo Chen , Mauro Salazar , Zaiyue Yang

Key challenges in running a retail business include how to select products to present to consumers (the assortment problem), and how to price products (the pricing problem) to maximize revenue or profit. Instead of considering these…

机器学习 · 统计学 2023-09-19 Junhui Cai , Ran Chen , Martin J. Wainwright , Linda Zhao

In this paper, we solve the multiple product price optimization problem under interval uncertainties of the price sensitivity parameters in the demand function. The objective of the price optimization problem is to maximize the overall…

最优化与控制 · 数学 2021-07-01 Mahdi Hamzeei , Alvin Lim , Jiefeng Xu

We propose a dependence-aware predictive modeling framework for multivariate risks stemmed from an insurance contract with bundling features - an important type of policy increasingly offered by major insurance companies. The bundling…

统计方法学 · 统计学 2023-10-17 Peng Shi , Zifeng Zhao

In pursuit of enhancing the comprehensive efficiency of production systems, our study focused on the joint optimization problem of scheduling and machine maintenance in scenarios where product rework occurs. The primary challenge lies in…

最优化与控制 · 数学 2024-11-05 Yilan Shen , Boyang Li , Xi Zhang
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