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Next location prediction is a discipline that involves predicting a users next location. Its applications include resource allocation, quality of service, energy efficiency, and traffic management. This paper proposes an energy-efficient,…

机器学习 · 计算机科学 2024-02-05 Calvin Jary , Nafiseh Kahani

Large-scale controlled evacuations require emergency services to select evacuation routes, decide departure times, and mobilize resources to issue orders, all under strict time constraints. Existing algorithms almost always allow for…

人工智能 · 计算机科学 2015-05-12 Caroline Even , Andreas Schutt , Pascal Van Hentenryck

The surveillance multisensor placement is an important optimization problem that consists of positioning several sensors of different types to maximize the coverage of a determined area while minimizing the cost of the deployment. In this…

To efficiently deploy robotic systems in society, mobile robots must move autonomously and safely through complex environments. Nonlinear model predictive control (MPC) methods provide a natural way to find a dynamically feasible trajectory…

机器人学 · 计算机科学 2025-05-12 Dennis Benders , Johannes Köhler , Thijs Niesten , Robert Babuška , Javier Alonso-Mora , Laura Ferranti

In this paper, we propose a new macro-micro approach to modeling parking. We first develop a microscopic parking simulation model considering both on- and off-street parking with limited capacity. In the microscopic model, a parking search…

最优化与控制 · 数学 2021-04-29 Ziyuan Gu , Farshid Safarighouzhdib , Meead Saberi , Taha H. Rashidi

The emergence of the Fog computing paradigm that leverages in-network virtualized resources raises important challenges in terms of resource and IoT application management in a heterogeneous environment offering only limited computing…

分布式、并行与集群计算 · 计算机科学 2019-08-06 Narges Mehran , Dragi Kimovski , Radu Prodan

In the strategic facility location problem, a set of agents report their locations in a metric space and the goal is to use these reports to open a new facility, minimizing an aggregate distance measure from the agents to the facility.…

计算机科学与博弈论 · 计算机科学 2024-11-06 Eric Balkanski , Vasilis Gkatzelis , Golnoosh Shahkarami

We present a novel framework for addressing the challenges of multi-Agent planning and formation control within intricate and dynamic environments. This framework transforms the Multi-Agent Path Finding (MAPF) problem into a Multi-Agent…

机器人学 · 计算机科学 2024-05-14 Zong Chen , Songyuan Fa , Yiqun Li

Data centers are critical to the commercial and social activities of modern society but are also major electricity consumers. To minimize their environmental impact, it is imperative to make data centers more energy efficient while…

网络与互联网体系结构 · 计算机科学 2023-03-31 Joseph Billingsley , Ke Li , Geyong Min , Nektarios Georgalas

This paper addresses the single-assignment, uncapacitated, multi-level facility location (MFL) problem, a strategic decision-making process critical to the design of long-term supply chain networks. Specifically, we examine four- and…

最优化与控制 · 数学 2026-03-23 Haibo Wang , Bahram Alidaee

One of the key issues in mobile communication is to find the current location of mobile terminal (MT) to deliver the services, which is called as location management (LM). Increasing users and diverse services demand for a high-quality…

网络与互联网体系结构 · 计算机科学 2012-01-04 Vijendra Singh Bhadauria , Sanjeev Sharma , Ravindra Patel

In this paper, we discuss a large-scale fleet management problem in a multi-objective setting. We aim to seek a receding horizon taxi dispatch solution that serves as many ride requests as possible while minimizing the cost of relocating…

系统与控制 · 电气工程与系统科学 2020-05-07 Beomjun Kim , Jeongho Kim , Subin Huh , Seungil You , Insoon Yang

Platooning of vehicles is a promising approach for reducing fuel consumption, increasing vehicle safety, and using road space more efficiently. We consider the important but difficult problem of assigning optimal routes and departure…

最优化与控制 · 数学 2021-08-19 Fengqiao Luo , Jeffrey Larson

Considering the close interaction between spare parts logistics and maintenance planning, this paper presents a model for joint optimization of multi-location spare parts supply chain and condition-based maintenance under predictive and…

最优化与控制 · 数学 2018-10-17 Morteza Soltani

This paper studies a practical regional demand continuous multifacility location problems whose main goal is to locate a given number of services and entry points in each region to distribute certain products to the users at minimum…

最优化与控制 · 数学 2024-12-31 Víctor Blanco , Ricardo Gázquez , Marina Leal

Emergency Response Management (ERM) is a critical problem faced by communities across the globe. Despite this, it is common for ERM systems to follow myopic decision policies in the real world. Principled approaches to aid ERM…

人工智能 · 计算机科学 2020-03-13 Geoffrey Pettet , Ayan Mukhopadhyay , Mykel Kochenderfer , Yevgeniy Vorobeychik , Abhishek Dubey

6-DoF visual localization systems utilize principled approaches rooted in 3D geometry to perform accurate camera pose estimation of images to a map. Current techniques use hierarchical pipelines and learned 2D feature extractors to improve…

Long-term evolution (LTE) and LTE-advance (LTE-A) are widely used efficient network technologies serving billions of users, since they are featured with high spectrum efficiency, less latency, and higher bandwidth. Despite remarkable…

网络与互联网体系结构 · 计算机科学 2022-02-15 Hashim A. Hashim , Mohammad A. Abido

In this paper, we study a facility location problem within a competitive market context, where customer demand is predicted by a random utility choice model. Unlike prior research, which primarily focuses on simple constraints such as a…

人工智能 · 计算机科学 2024-03-12 Hoang Giang Pham , Tien Thanh Dam , Ngan Ha Duong , Tien Mai , Minh Hoang Ha

Optimal well placement and optimal well control are two important areas of study in oilfield development. Although the two problems differ in several respects, both are important considerations in optimizing total oilfield production, and…

最优化与控制 · 数学 2015-01-08 Thomas D. Humphries , Ronald D. Haynes