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A Unified Computational Method for Several Stochastic Optimal Control Problems

1988
In this paper, we consider a class of dynamical systems described by linear Ito stochastic differential equations. Several stochastic optimal control problems of practical importance are then formulated, where their corresponding cost functionals are allowed to be nonlinear.
K. L. Teo, C. J. Goh
openaire   +1 more source

Approximations and computational methods for Optimal Stopping and Stochastic Impulsive Control problems

Applied Mathematics & Optimization, 1976
The paper treats a computational method for the Optimal Stopping and Stochastic Impulsive Control problem for a diffusion. In the latter problem control acts only intermittently since there is a basic positive “transaction” cost to be paid at each instant that the control acts.
openaire   +2 more sources

Machine Learning Methods for Model Generation, Sensitivity Computation, and Stochastic Control

Méthodes d’apprentissage pour la génération de modèles, le calcul de sensibilités et le contrôle stochastique Cette thèse explore l'intégration des méthodes modernes d'apprentissage automatique dans plusieurs problématiques centrales de la finance quantitative : la modélisation de lois, la valorisation et la calibration, les problèmes ...
openaire   +1 more source

Dynamical analysis and design of computational methods for nonlinear stochastic leprosy epidemic model

AEJ - Alexandria Engineering Journal, 2022
Muhammad Rafiq   +2 more
exaly  

Non-standard computational analysis of the stochastic COVID-19 pandemic model: An application of computational biology

AEJ - Alexandria Engineering Journal, 2022
Kottakkaran Sooppy Nisar   +2 more
exaly  

Hull-form stochastic optimization via computational-cost reduction methods

Engineering With Computers, 2021
Matteo Diez   +2 more
exaly  

Stochastic Quasi-Newton Methods

Proceedings of the IEEE, 2020
Aryan Mokhtari, Alejandro Ribeiro
exaly  

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