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As a main step in the numerical solution of control problems in continuous time, the controlled process is approximated by sequences of controlled Markov chains, thus discretising time and space. A new feature in this context is to allow…

最优化与控制 · 数学 2007-05-23 Markus Fischer , Markus Reiss

Complex multi-objective missions require the coordination of heterogeneous robots at multiple inter-connected levels, such as coalition formation, scheduling, and motion planning. The associated challenges are exacerbated when solutions to…

多智能体系统 · 计算机科学 2024-10-17 Glen Neville , Jiazhen Liu , Sonia Chernova , Harish Ravichandar

We study the problem of scheduling periodic real-time tasks so as to meet their individual minimum reward requirements. A task generates jobs that can be given arbitrary service times before their deadlines. A task then obtains rewards…

其他计算机科学 · 计算机科学 2010-07-06 I-Hong Hou , P. R. Kumar

LECTURE GIVEN AT TH2002. Given a set of Boolean variables, and some constraints between them, is it possible to find a configuration of the variables which satisfies all constraints? This problem, which is at the heart of combinatorial…

无序系统与神经网络 · 物理学 2009-11-07 Marc Mezard

In the first part of this paper we introduced an algorithm that uses reachable set approximation to approximate the minimum time function of linear control problems. To illustrate the error estimates and to demonstrate differences to other…

最优化与控制 · 数学 2016-01-01 Robert Baier , Thuy Thi Thien Le

We consider the problem of minimizing a sum of non-convex functions over a compact domain, subject to linear inequality and equality constraints. Approximate solutions can be found by solving a convexified version of the problem, in which…

最优化与控制 · 数学 2016-01-12 Madeleine Udell , Stephen Boyd

We discuss an analysis of Constraint Satisfaction problems, such as Sphere Packing, K-SAT and Graph Coloring, in terms of an effective energy landscape. Several intriguing geometrical properties of the solution space become in this light…

统计力学 · 物理学 2007-08-28 Florent Krzakala , Jorge Kurchan

Constraint automata (CA) constitute a coordination model based on finite automata on infinite words. Originally introduced for modeling of coordinators, an interesting new application of CAs is implementing coordinators (i.e., compiling CAs…

编程语言 · 计算机科学 2019-03-14 Sung-Shik T. Q. Jongmans , Farhad Arbab

Finite-domain constraint satisfaction problems are either solvable by Datalog, or not even expressible in fixed-point logic with counting. The border between the two regimes coincides with an important dichotomy in universal algebra; in…

逻辑 · 数学 2022-06-08 Manuel Bodirsky , Jakub Rydval

Temporal logic specifications play an important role in a wide range of software analysis tasks, such as model checking, automated synthesis, program comprehension, and runtime monitoring. Given a set of positive and negative examples,…

软件工程 · 计算机科学 2025-01-03 Changjian Zhang , Parv Kapoor , Ian Dardik , Leyi Cui , Romulo Meira-Goes , David Garlan , Eunsuk Kang

Knuth (1990) introduced the class of nested formulas and showed that their satisfiability can be decided in polynomial time. We show that, parameterized by the size of a smallest strong backdoor set to the target class of nested formulas,…

数据结构与算法 · 计算机科学 2012-03-07 Serge Gaspers , Stefan Szeider

Parallel machine scheduling has been extensively studied in the past decades, with applications ranging from production planning to job processing in large computing clusters. In this work we study some of these fundamental optimization…

数据结构与算法 · 计算机科学 2015-09-08 Yael Mordechai

This paper considers time-inconsistent problems when control and stopping strategies are required to be made simultaneously (called stopping control problems by us). We first formulate the timeinconsistent stopping control problems under…

最优化与控制 · 数学 2023-06-21 Zongxia Liang , Fengyi Yuan

We study the problem of policy optimization (PO) with linear temporal logic (LTL) constraints. The language of LTL allows flexible description of tasks that may be unnatural to encode as a scalar cost function. We consider LTL-constrained…

机器学习 · 计算机科学 2022-10-21 Cameron Voloshin , Hoang M. Le , Swarat Chaudhuri , Yisong Yue

We introduce a problem in which a service vehicle seeks to guard a deadline (boundary) from dynamically arriving mobile targets. The environment is a rectangle and the deadline is one of its edges. Targets arrive continuously over time on…

机器人学 · 计算机科学 2016-11-17 Stephen L. Smith , Shaunak D. Bopardikar , Francesco Bullo

We study linear-time temporal logics interpreted over data words with multiple attributes. We restrict the atomic formulas to equalities of attribute values in successive positions and to repetitions of attribute values in the future or…

计算机科学中的逻辑 · 计算机科学 2019-03-14 Stephane Demri , Diego Figueira , M Praveen

We consider a monotone submodular maximization problem whose constraint is described by a logic formula on a graph. Formally, we prove the following three `algorithmic metatheorems.' (1) If the constraint is specified by a monadic…

数据结构与算法 · 计算机科学 2018-07-13 Masakazu Ishihata , Takanori Maehara , Tomas Rigaux

We introduce two variants of computation tree logic CTL based on team semantics: an asynchronous one and a synchronous one. For both variants we investigate the computational complexity of the satisfiability as well as the model checking…

计算机科学中的逻辑 · 计算机科学 2015-07-15 Andreas Krebs , Arne Meier , Jonni Virtema

We consider the problem of maximizing a monotone nondecreasing set function under multiple constraints, where the constraints are also characterized by monotone nondecreasing set functions. We propose two greedy algorithms to solve the…

最优化与控制 · 数学 2023-05-09 Lintao Ye , Zhi-Wei Liu , Ming Chi , Vijay Gupta

This paper presents a novel factor graph-based approach to solve the discrete-time finite-horizon Linear Quadratic Regulator problem subject to auxiliary linear equality constraints within and across time steps. We represent such optimal…

机器人学 · 计算机科学 2021-10-27 Shuo Yang , Gerry Chen , Yetong Zhang , Howie Choset , Frank Dellaert
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