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Tasks that one wishes to have done by a computer often come with conditions that relate to timescales. For instance, the processing must terminate within a given time limit; or a signal processing computer must integrate input information…

新兴技术 · 计算机科学 2023-01-20 Herbert Jaeger , Francky Catthoor

The concept of scenario and its many qualifications -- specifically logical and abstract scenarios -- have emerged as a foundational element in safeguarding automated driving systems. However, the original linguistic definitions of the…

机器人学 · 计算机科学 2025-04-08 Christian Neurohr , Lukas Westhofen , Tjark Koopmann , Eike Möhlmann , Eckard Böde , Axel Hahn

The purposes of this paper are to classify lower triangular forms and to determine under what conditions a nonlinear system is equivalent to a specific type of lower triangular forms. According to the least multi-indices and the greatest…

系统与控制 · 电气工程与系统科学 2022-08-16 Duan Zhang , Ying Sun

In this paper we propose a many-valued temporal conditional logic. We start from a many-valued logic with typicality, and extend it with the temporal operators of the Linear Time Temporal Logic (LTL), thus providing a formalism which is…

计算机科学中的逻辑 · 计算机科学 2024-09-17 Mario Alviano , Laura Giordano , Daniele Theseider Dupré

We study the problem of topic modeling in corpora whose documents are organized in a multi-level hierarchy. We explore a parametric approach to this problem, assuming that the number of topics is known or can be estimated by…

机器学习 · 统计学 2015-04-14 Do-kyum Kim , Geoffrey M. Voelker , Lawrence K. Saul

We develop a family of reformulations of an arbitrary consistent linear system into a stochastic problem. The reformulations are governed by two user-defined parameters: a positive definite matrix defining a norm, and an arbitrary discrete…

数值分析 · 数学 2020-01-27 Peter Richtárik , Martin Takáč

Computer systems can be found everywhere: in space, in our homes, in our cars, in our pockets, and sometimes even in our own bodies. For concerns of safety, economy, and convenience, it is important that such systems work correctly.…

计算机科学中的逻辑 · 计算机科学 2019-05-22 Mathias Ruggaard Pedersen

Motivated by the study of systems of higher order boundary value problems with functional boundary conditions, we discuss, by topological methods, the solvability of a fairly general class of systems of perturbed Hammerstein integral…

经典分析与常微分方程 · 数学 2021-02-09 Gennaro Infante

Resource allocation under uncertainty is a classical problem in city-scale cyber-physical systems. Consider emergency response as an example; urban planners and first responders optimize the location of ambulances to minimize expected…

多智能体系统 · 计算机科学 2021-12-22 Geoffrey Pettet , Ayan Mukhopadhyay , Mykel J. Kochenderfer , Abhishek Dubey

This paper shows how to build a formal analytical solution for a differential equation of arbitrary order and with variable coefficients. It proofs that the most known approximated solutions for such a problem can be derived from the…

经典分析与常微分方程 · 数学 2015-05-26 Mauro Bologna

We study conflict situations that dynamically arise in traffic scenarios, where different agents try to achieve their set of goals and have to decide on what to do based on their local perception. We distinguish several types of conflicts…

多智能体系统 · 计算机科学 2019-11-19 Werner Damm , Martin Fränzle , Willem Hagemann , Paul Kröger , Astrid Rakow

Variational inequalities are modelling tools used to capture a variety of decision-making problems arising in mathematical optimization, operations research, game theory. The scenario approach is a set of techniques developed to tackle…

最优化与控制 · 数学 2020-03-17 Dario Paccagnan , Marco C. Campi

Invariant conditions for conformable fractional problems of the calculus of variations under the presence of external forces in the dynamics are studied. Depending on the type of transformations considered, different necessary conditions of…

最优化与控制 · 数学 2017-04-14 Matheus J. Lazo , Delfim F. M. Torres

Recently, a number of statistical problems have found an unexpected solution by inspecting them through a "modal point of view". These include classical tasks such as clustering or regression. This has led to a renewed interest in…

统计方法学 · 统计学 2018-07-10 José E. Chacón

This paper studies the complexity of classical modal logics and of their extension with fixed-point operators, using translations to transfer results across logics. In particular, we show several complexity results for multi-agent logics…

计算机科学中的逻辑 · 计算机科学 2024-08-14 Luca Aceto , Antonis Achilleos , Elli Anastasiadi , Adrian Francalanza , Anna Ingólfsdóttir

In blackbox optimization, evaluation of the objective and constraint functions is time consuming. In some situations, constraint values may be evaluated independently or sequentially. The present work proposes and compares two strategies to…

最优化与控制 · 数学 2021-11-30 Stéphane Alarie , Charles Audet , Paulin Jacquot , Sébastien Le Digabel

The scheduling problem is a key class of optimization problems and has various kinds of applications both in practical and theoretical scenarios. In the scheduling problem, probabilistic analysis is a basic tool for investigating…

信息论 · 计算机科学 2024-01-30 Daiki Suruga

A new numerical method for solving a scalar ordinary differential equation with a given initial condition is introduced. The method is using a numerical integration procedure for an equivalent integral equation and is called in this paper…

数值分析 · 数学 2011-09-06 Alexander Lozovskiy

The language of probability is used to define several different types of conditional statements. There are four principal types: subjunctive, material, existential, and feasibility. Two further types of conditionals are defined using the…

逻辑 · 数学 2014-09-29 Joseph W. Norman

Distribution shift is a key challenge for predictive models in practice, creating the need to identify potentially harmful shifts in advance of deployment. Existing work typically defines these worst-case shifts as ones that most degrade…

机器学习 · 计算机科学 2024-07-08 Kevin Ren , Yewon Byun , Bryan Wilder
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