Essays about: "stochastic process"

Showing result 11 - 15 of 175 essays containing the words stochastic process.

  1. 11. Decentralized Learning over Wireless Networks with Imperfect and Constrained Communication : To broadcast, or not to broadcast, that is the question!

    University essay from Linköpings universitet/Kommunikationssystem

    Author : Martin Dahl; [2023]
    Keywords : Decentralized Stochastic Gradient Descent; Decentralized Learning; Medium Access Control; Wireless Communications; Machine Learning; Imperfect Communication; Resource-Constrained; Resource Allocation; Scheduling;

    Abstract : The ever-expanding volume of data generated by network devices such as smartphones, personal computers, and sensors has significantly contributed to the remarkable advancements in artificial intelligence (AI) and machine learning (ML) algorithms. However, effectively processing and learning from this extensive data usually requires substantial computational capabilities centralized in a server. READ MORE

  3. 12. Optimal Capital Structures under the Vasicek Stochastic Interest Rate Model

    University essay from KTH/Matematik (Avd.)

    Author : Oscar Danielson; Tom Hagéus; [2023]
    Keywords : Vasicek model; stochastic interest rate model; optimal capital structures; tax benefits; bankruptcy costs; transaction costs; optimal leverage ratio; optimal debt maturity; Vasicekmodell; stokastisk räntemodell; optimala kapitalstrukturer; skattefördelar; konkurskostnader; transaktionskostnader; optimal belåningsgrad; optimal löptid;

    Abstract : This study applies the Vasicek stochastic interest rate model in order to determine optimal capital structures for listed firms. A Swedish interest rate data set is used to estimate Vasicek model parameter that are reliable and independent of initial start values. READ MORE

  4. 13. Reliability Based Classification of Transitions in Complex Semi-Markov Models

    University essay from KTH/Matematisk statistik

    Author : Francesco Fenoaltea; [2022]
    Keywords : Semi-Markov process; reliability engineering; stochastic process; autonomous vehicles; semi-markovprocessen; tillförlitlighetsteknik; stokastisk process; autonoma fordon;

    Abstract : Markov processes have a long history of being used to model safety critical systems. However, with the development of autonomous vehicles and their increased complexity, Markov processes have been shown to not be sufficiently precise for reliability calculations. READ MORE

  5. 14. Continuous Quantum Control of Quantum Dot Systems

    University essay from Lunds universitet/Matematisk fysik; Lunds universitet/Fysiska institutionen

    Author : Daniel Holst; [2022]
    Keywords : Quantum Control; Quantum Fokker-Planck Master Equation; Maxwell s demon; Quantum dots; Full counting statistics; Generalized Quantum Measurements; Thermodynamics; Physics and Astronomy;

    Abstract : Control and feedback operation of quantum systems have in recent years gained a lot of interest since they are fundamental to achieving functional quantum information processing systems but also of great importance in applications of information to energy conversion within quantum thermodynamics. This thesis has treated a new formalism for feedback control of quantum systems. READ MORE

  6. 15. Probability Based Path Planning of Unmanned Ground Vehicles for Autonomous Surveillance : Through World Decomposition and Modelling of Target Distribution

    University essay from Linköpings universitet/Reglerteknik

    Author : Per Liljeström; [2022]
    Keywords : Probability based path planning; Unmanned ground vehicles; UGV; Autonomous surveillance; Cell decomposition; Spatial partitioning; Target distribution modeling; Decay function; Last-seen function; Stochastic processes; Markov chain; Markov process; Markov planner;

    Abstract : The interest in autonomous surveillance has increased due to advances in autonomous systems and sensor theory. This thesis is a preliminary study of the cooperation between UGVs and stationary sensors when monitoring a dedicated area. The primary focus is the path planning of a UGV for different initial intrusion alarms. Cell decomposition, i. READ MORE