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This thesis addressed the HHCRSP, which is a class of workforce scheduling problems. The HHCRSP is an extension of the VRPTW to which the constraints related to the HHC context are added. It aims to provide care services to patients at…

最优化与控制 · 数学 2023-12-14 Mohammed Bazirha

This paper addresses a realistic home health care and home care (HHC\&HC) problem which has become increasingly complex in the face of demographic aging and post-COVID-19 disruptions. The HHC\&HC sector, as the essential component of modern…

最优化与控制 · 数学 2024-02-13 Qiao Pan , Zhaofang Mao

This work addresses the uniform parallel machine scheduling problem within an optimistic bilevel optimization framework. The leader seeks to minimize the weighted number of tardy jobs, while the follower aims to minimize the total…

最优化与控制 · 数学 2026-05-20 Quentin Schau , Federico Della Croce , Olivier Ploton , Vincent t'Kindt

This paper investigates smart home energy management in consideration of tradeoffs between residential privacy and energy costs. A multiobjective approach that minimizes energy costs and maximizes privacy protection is proposed. The…

系统与控制 · 电气工程与系统科学 2026-01-16 Hsuan-Hao Chang , Wei-Yu Chiu , Hongjian Sun , Chia-Ming Chen

We study a multi-objective scheduling problem on two dedicated processors. The aim is to minimize simultaneously the makespan, the total tardiness and the total completion time. This NP-hard problem requires the use of well-adapted methods.…

数据结构与算法 · 计算机科学 2021-01-05 Adel Kacem , Abdelaziz Dammak

Home health care problems consist of scheduling visits to home patients by health professionals while following a series of requirements. This paper studies the Home Health Care Routing and Scheduling Problem, which comprises a…

系统与控制 · 电气工程与系统科学 2022-07-04 Alberto F. Kummer , Olinto C. B. de Araújo , Luciana S. Buriol , Mauricio G. C. Resende

This study examines a home healthcare scheduling and routing problem (HHSRP) with a lunch break requirement. This problem especially consists of lunch break constraints for caregivers in addition to other typical features of the HHSRP in…

计算机与社会 · 计算机科学 2024-12-11 Ömer Öztürkoğlu , Gökberk Özsakallı , Syed Shah Sultan Mohiuddin Qadri

This paper proposes a multiobjective home energy management unit (MO_HEMU) to balance the electricity payment and thermal discomfort of a household by properly scheduling devices in a time varying price environment. The thermal discomfort…

最优化与控制 · 数学 2019-07-09 Babak Jeddi , Yateendra Mishra , Gerard Ledwich

The problem addressed in this paper is how to calculate the amount of personnel required to ensure the activity of a home health care (HHC) center on a tactical horizon. Design of quantitative approaches for this question is challenging.…

计算机与社会 · 计算机科学 2018-11-16 C. Rodriguez , Thierry Garaix , X. Xie , V. Augusto

The growing aging population has significantly increased demand for efficient home health care (HHC) services. This study introduces a Vehicle Routing and Appointment Scheduling Problem (VRASP) to simultaneously optimize caregiver routes…

最优化与控制 · 数学 2025-05-28 Yi Zhang , Zhenzhen Zhang

Multi-mode resource and precedence-constrained project scheduling is a well-known challenging real-world optimisation problem. An important variant of the problem requires scheduling of activities for multiple projects considering…

数据结构与算法 · 计算机科学 2016-09-09 Shahriar Asta , Daniel Karapetyan , Ahmed Kheiri , Ender Özcan , Andrew J. Parkes

Despite the rapid growth of the home care industry, research on the scheduling and routing of home care visits in the presence of uncertainty is still limited. This paper investigates a dynamic version of this problem in which the number of…

最优化与控制 · 数学 2024-03-19 Danial Khorasanian , Jonathan Patrick , Antoine Sauré

Various local search approaches have recently been applied to machine scheduling problems under multiple objectives. Their foremost consideration is the identification of the set of Pareto optimal alternatives. An important aspect of…

人工智能 · 计算机科学 2008-09-02 Martin Josef Geiger

Real-world scenarios frequently involve multi-objective data-driven optimization problems, characterized by unknown problem coefficients and multiple conflicting objectives. Traditional two-stage methods independently apply a machine…

机器学习 · 计算机科学 2024-06-04 Peng Li , Lixia Wu , Chaoqun Feng , Haoyuan Hu , Lei Fu , Jieping Ye

In this paper, we study a new Workforce Scheduling and Routing Problem, denoted Multiperiod Workforce Scheduling and Routing Problem with Dependent Tasks. In this problem, customers request services from a company. Each service is composed…

人工智能 · 计算机科学 2020-08-10 Dilson Lucas Pereira , Júlio César Alves , Mayron César de Oliveira Moreira

Technologies and lifestyles have been increasingly geared toward consumerism in recent years. Accordingly, it is both the price and the delivery time that matter most to the ultimate customers of commercial enterprises. Consequently, the…

系统与控制 · 电气工程与系统科学 2022-09-02 Sina Aghakhani , Mohammad Sadra Rajabi

The field of Distributed Constraint Optimization has gained momentum in recent years thanks to its ability to address various applications related to multi-agent cooperation. While techniques to solve Distributed Constraint Optimization…

人工智能 · 计算机科学 2017-02-24 William Kluegel , Muhammad Aamir Iqbal , Ferdinando Fioretto , William Yeoh , Enrico Pontelli

The aim of the bi-objective multimodal car-sharing problem (BiO-MMCP) is to determine the optimal mode of transport assignment for trips and to schedule the routes of available cars and users whilst minimizing cost and maximizing user…

人工智能 · 计算机科学 2022-09-29 Miriam Enzi , Sophie N. Parragh , Jakob Puchinger

Service supply chain management is to prepare spare parts for failed products under warranty. Their goal is to reach agreed service level at the minimum cost. We convert this business problem into a preference based multi-objective…

人工智能 · 计算机科学 2019-06-20 Wenli Ouyang

The global home healthcare market is growing rapidly due to aging populations, advancements in healthcare technology, and patient preference for home-based care. In this paper, we study the multi-day planning problem of simultaneously…

最优化与控制 · 数学 2024-07-10 Carolin Bauerhenne , Jonathan Bard , Rainer Kolisch
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