Results 21 to 30 of about 255,462 (259)
Transportation infrastructure asset management modeling using Markov decision process under epistemic uncertainties [PDF]
Smart and Resilient Transportation, 2021 Purpose – Transportation infrastructure asset management has long been an active but challenging problem for agencies, which urges to maintain a good state of their assets but faces budgetary limitations.
Yun Bai, Saeed Babanajad, Zheyong Bian
doaj +1 more source
Aerospace, 2023 Current electronic warfare jammers and radar countermeasures are characterized by dynamism and uncertainty. This paper focuses on a decision-making framework of radar anti-jamming countermeasures.
Huaixi Xing, Qinghua Xing, Kun Wang
doaj +1 more source
An Approach to Customer Behavior Modeling using Markov Decision Process
Mendel, 2017 This paper presents an application of Markov Decision Process method for modeling of selected marketing processes. Based on available realistic data, MDP model is constructed. Customer behavior is represented by a set of states of the model with assigned
Ondrej Grunt +4 more
doaj +1 more source
Optimal control and optimal sensor activation for Markov decision problems with costly observations [PDF]
, 2015 This paper considers partial observation Markov decision processes. Besides the classical control decisions influencing the transition probabilities of the Markov process, we also consider control actions that can activate the sensors to provide more or ...
Boel, René, van Schuppen, Jan H.
core +2 more sources
Jahresbericht der Deutschen Mathematiker-Vereinigung, 2010 The theory of Markov Decision Processes is the theory of controlled Markov chains. Its origins can be traced back to R. Bellman and L. Shapley in the 1950's. During the decades of the last century this theory has grown dramatically. It has found applications in various areas like e.g.
Bäuerle, N., Rieder, U.
openaire +3 more sources
Feeding System’s Sensitivity and Reliability Analysis through Markov Decision Process [PDF]
International Journal of Mathematical, Engineering and Management SciencesThe present study investigates a Feeding system, which is responsible for continuous coal supply to the boiler of coal fired power plants. As a result of complex working condition in the power plant, feeding system is prone to system failure.
Sujata Jadhav, Amit Kumar
doaj +1 more source
Configurable Markov Decision Processes
, 2018 In many real-world problems, there is the possibility to configure, to a limited extent, some environmental parameters to improve the performance of a learning agent. In this paper, we propose a novel framework, Configurable Markov Decision Processes (Conf-MDPs), to model this new type of interaction with the environment.
Metelli, Alberto Maria +2 more
openaire +4 more sources
Applied Sciences, 2021 During the last decades, collaborative robots capable of operating out of their cages are widely used in industry to assist humans in mundane and harsh manufacturing tasks. Although such robots are inherently safe by design, they are commonly accompanied
Angeliki Zacharaki +2 more
doaj +1 more source
Stochastic Tools for Network Intrusion Detection
, 2017 With the rapid development of Internet and the sharp increase of network crime, network security has become very important and received a lot of attention. We model security issues as stochastic systems.
Chen Lu, J Zheng, L Yu, Paul Baecher
core +1 more source
Alexandria Engineering JournalWith the rapid development of smart grid technology, how to construct and operate large-scale smart grid engineering clusters efficiently and safely has become an important topic of current research.
Yanxia Gu, Heng Wang, Mingcai Zhang
doaj +1 more source