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An important capability of autonomous multi-robot systems is to prevent collision among the individual robots. One approach to this problem is to plan conflict-free trajectories and let each of the robots follow its pre-planned trajectory.…

机器人学 · 计算机科学 2014-09-09 Michal Čáp , Peter Novák , Alexander Kleiner , Martin Selecký

Drivers in ridesharing platforms exhibit cognitive atrophy and fatigue as they accept ride offers along the day, which can have a significant impact on the overall efficiency of the ridesharing platform. In contrast to the current…

机器学习 · 计算机科学 2024-04-17 Sree Pooja Akula , Mukund Telukunta , Venkata Sriram Siddhardh Nadendla

In this paper, we investigate the charging scheduling optimization problem for large electric truck fleets operating with dedicated charging infrastructure. A central coordinator jointly determines the charging sequence and power allocation…

系统与控制 · 电气工程与系统科学 2026-04-06 Ting Bai , Xinfeng Ru , Shaoyuan Li , Andreas A. Malikopoulos

In this chapter, we propose a novel approach for solving the coordination of a fleet of mobile robots, which consists of finding a set of collision-free trajectories for individual robots in the fleet. This problem is studied for several…

机器人学 · 计算机科学 2020-07-21 Jakub Hvězda , Miroslav Kulich , Libor Přeučil

We propose a new speed and departure time optimization algorithm for the Pollution-Routing Problem (PRP), which runs in quadratic time and returns a certified optimal schedule. This algorithm is embedded into an iterated local search-based…

数据结构与算法 · 计算机科学 2018-04-03 Raphael Kramer , Nelson Maculan , Anand Subramanian , Thibaut Vidal

Multi-robot patrolling is the potential application for robotic systems to survey wide areas efficiently without human burdens and mistakes. However, such systems have few examples of real-world applications due to their lack of human…

机器人学 · 计算机科学 2024-10-28 Kazuho Kobayashi , Seiya Ueno , Takehiro Higuchi

In important applications involving multi-task networks with multiple objectives, agents in the network need to decide between these multiple objectives and reach an agreement about which single objective to follow for the network. In this…

最优化与控制 · 数学 2018-12-27 Sahar Khawatmi , Abdelhak M. Zoubir , Ali H. Sayed

This paper introduces a new generic problem to the literature of Workforce Scheduling and Routing Problem. In this problem, multiple workers are assigned to a shared vehicle based on their qualifications and customer demands, and then the…

计算工程、金融与科学 · 计算机科学 2024-11-26 Ömer Öztürkoğlu , Gökberk Özsakallı

We are given an equal number of mobile robotic agents, and distinct target locations. Each agent has simple integrator dynamics, a limited communication range, and knowledge of the position of every target. We address the problem of…

机器人学 · 计算机科学 2007-05-23 Stephen L. Smith , Francesco Bullo

With rapid population growth and urban development, traffic congestion has become an inescapable issue, especially in large cities. Many congestion reduction strategies have been proposed in the past, ranging from roadway extension to…

最优化与控制 · 数学 2022-04-18 Ali Ghafelebashi , Meisam Razaviyayn , Maged Dessouky

We consider a multi-robot setting, where we have a fleet of multi-capacity autonomous robots that must service spatially distributed pickup-and-delivery requests with fixed maximum wait times. Requests can be either scheduled ahead of time…

机器人学 · 计算机科学 2025-04-01 Daniel Garces , Stephanie Gil

Unlike classical routing algorithms, quantum routing algorithms make use of entangled states - a type of resources that have a limited lifetime and need to be regenerated after consumption. In a nutshell, quantum routing algorithms have to…

网络与互联网体系结构 · 计算机科学 2022-06-16 Ali Farahbakhsh , Chen Feng

The culture of sharing instead of ownership is sharply increasing in individuals behaviors. Particularly in transportation, concepts of sharing a ride in either carpooling or ridesharing have been recently adopted. An efficient optimization…

社会与信息网络 · 计算机科学 2018-01-25 Pooyan Ehsani , Jia Yuan Yu

Recent mobile equipment (as well as the norm IEEE 802.21) now offers the possibility for users to switch from one technology to another (vertical handover). This allows flexibility in resource assignments and, consequently, increases the…

计算机科学与博弈论 · 计算机科学 2009-09-07 Pierre Coucheney , Corinne Touati , Bruno Gaujal

We propose a resource distribution strategy to reduce the average travel time in a transportation network given a fixed generation rate. Suppose that there are essential resources to avoid congestion in the network as well as some extra…

统计力学 · 物理学 2015-05-13 Shan He , Sheng Li , Hongru Ma

This paper considers the problem of assigning multiple mobile robots to goals on transport networks with uncertain information about travel times. Our aim is to produce optimal assignments, such that the average waiting time at destinations…

机器人学 · 计算机科学 2019-04-23 Amanda Prorok

Distributed optimization for resource allocation problems is investigated and a sub-optimal continuous-time algorithm is proposed. Our algorithm has lower order dynamics than others to reduce burdens of computation and communication, and is…

最优化与控制 · 数学 2020-02-13 Shu Liang , Xianlin Zeng , Guanpu Chen , Yiguang Hong

This paper considers the problem of hub-based platoon coordination for a large-scale transport system, where trucks have individual utility functions to optimize. An event-triggered distributed model predictive control method is proposed to…

系统与控制 · 电气工程与系统科学 2022-02-21 Ting Bai , Alexander Johansson , Karl Henrik Johansson , Jonas Mårtensson

We present a principled and efficient planning algorithm for collaborative multiagent dynamical systems. All computation, during both the planning and the execution phases, is distributed among the agents; each agent only needs to model and…

人工智能 · 计算机科学 2013-01-07 Carlos E. Guestrin , Geoffrey Gordon

This paper presents a method for online trajectory planning in known environments. The proposed algorithm is a fusion of sampling-based techniques and model-based optimization via quadratic programming. The former is used to efficiently…