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Modeling, stochastic control, optimization, and applications

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Modeling, stochastic control, optimization, and applications/ edited by George Yin, Qing Zhang.
其他作者:	Yin, George.
出版者:	Cham :Springer International Publishing : : 2019.,
面頁冊數:	x, 599 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Stochastic control theory. -
電子資源:	https://doi.org/10.1007/978-3-030-25498-8
ISBN:	9783030254988

Modeling, stochastic control, optimization, and applications
Modeling, stochastic control, optimization, and applications[electronic resource] /edited by George Yin, Qing Zhang. - Cham :Springer International Publishing :2019. - x, 599 p. :ill., digital ;24 cm. - The IMA volumes in mathematics and its applications,v.1640940-6573 ;. - IMA volumes in mathematics and its applications ;v.157..

Uniform Polynomial Rates of Convergence for A Class of Levy-Driven Controlled SDEs Arising in Multiclass Many-Server Queues -- Nudged Particle Filters in Multiscale Chaotic Systems -- Postponing Collapse: Ergodic Control with a Probabilistic Constraint -- Resource Sharing Networks and Brownian Control Problems -- American Option Model and Negative Fichera Function on Degenerate Boundary -- Continuous-Time Markov Chain and Regime Switching Approximations -- Numerical Approximations for Discounted Continuous Time Markov Decision Processes -- Some Linear-Quadratic Stochastic Dierential Games Driven by State Dependent Gauss-Volterra Processes -- Correlated Equilibria for Infinite Horizon Nonzero-Sum Stochastic Differential Games -- Lattice Dynamical Systems in the Biological Sciences -- Balancing Prevention and Suppression of Forest Fires with Fuel Management as a Stock -- A Free-Model Characterization of the Asymptotic Certainty Equivalent by the Arrow-Pratt Index -- Binary Mean Field Stochastic Games: Stationary Equilibria and Comparative Statics Queues -- Equivalence of Fluid Models for Gt=GI=N + GI Queues -- Stochastic HJB Equations and Regular Singular Points -- Information Diusion in Social Networks: Friendship Paradox based Models and Statistical Inference -- Portfolio Optimization Using Regime-Switching Stochastic Interest Rate and Stochastic Volatility Models -- On Optimal Stopping and Impulse Control with Constraint -- Linear-Quadratic McKean-Vlasov Stochastic Differential Games -- Stochastic Multigroup Epidemic Models: Duration and Final Size -- H2 Dynamic Output Feedback Control for Hidden Markov Jump Linear Systems -- Time-Inconsistent Optimal Control Problems and Related Issues -- Regime-Switching Jump Diusions with Non-Lipschitz Coecients and Countably Many Switching States: Existence and Uniqueness, Feller, and Strong Feller Properties.

This volume collects papers, based on invited talks given at the IMA workshop in Modeling, Stochastic Control, Optimization, and Related Applications, held at the Institute for Mathematics and Its Applications, University of Minnesota, during May and June, 2018. There were four week-long workshops during the conference. They are (1) stochastic control, computation methods, and applications, (2) queueing theory and networked systems, (3) ecological and biological applications, and (4) finance and economics applications. For broader impacts, researchers from different fields covering both theoretically oriented and application intensive areas were invited to participate in the conference. It brought together researchers from multi-disciplinary communities in applied mathematics, applied probability, engineering, biology, ecology, and networked science, to review, and substantially update most recent progress. As an archive, this volume presents some of the highlights of the workshops, and collect papers covering a broad range of topics.

ISBN: 9783030254988

Standard No.: 10.1007/978-3-030-25498-8doiSubjects--Topical Terms:

570238
Stochastic control theory.

LC Class. No.: QA402.37 / .M634 2019

Dewey Class. No.: 629.8312

Modeling, stochastic control, optimization, and applications
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505 0 $a Uniform Polynomial Rates of Convergence for A Class of Levy-Driven Controlled SDEs Arising in Multiclass Many-Server Queues -- Nudged Particle Filters in Multiscale Chaotic Systems -- Postponing Collapse: Ergodic Control with a Probabilistic Constraint -- Resource Sharing Networks and Brownian Control Problems -- American Option Model and Negative Fichera Function on Degenerate Boundary -- Continuous-Time Markov Chain and Regime Switching Approximations -- Numerical Approximations for Discounted Continuous Time Markov Decision Processes -- Some Linear-Quadratic Stochastic Dierential Games Driven by State Dependent Gauss-Volterra Processes -- Correlated Equilibria for Infinite Horizon Nonzero-Sum Stochastic Differential Games -- Lattice Dynamical Systems in the Biological Sciences -- Balancing Prevention and Suppression of Forest Fires with Fuel Management as a Stock -- A Free-Model Characterization of the Asymptotic Certainty Equivalent by the Arrow-Pratt Index -- Binary Mean Field Stochastic Games: Stationary Equilibria and Comparative Statics Queues -- Equivalence of Fluid Models for Gt=GI=N + GI Queues -- Stochastic HJB Equations and Regular Singular Points -- Information Diusion in Social Networks: Friendship Paradox based Models and Statistical Inference -- Portfolio Optimization Using Regime-Switching Stochastic Interest Rate and Stochastic Volatility Models -- On Optimal Stopping and Impulse Control with Constraint -- Linear-Quadratic McKean-Vlasov Stochastic Differential Games -- Stochastic Multigroup Epidemic Models: Duration and Final Size -- H2 Dynamic Output Feedback Control for Hidden Markov Jump Linear Systems -- Time-Inconsistent Optimal Control Problems and Related Issues -- Regime-Switching Jump Diusions with Non-Lipschitz Coecients and Countably Many Switching States: Existence and Uniqueness, Feller, and Strong Feller Properties.
520 $a This volume collects papers, based on invited talks given at the IMA workshop in Modeling, Stochastic Control, Optimization, and Related Applications, held at the Institute for Mathematics and Its Applications, University of Minnesota, during May and June, 2018. There were four week-long workshops during the conference. They are (1) stochastic control, computation methods, and applications, (2) queueing theory and networked systems, (3) ecological and biological applications, and (4) finance and economics applications. For broader impacts, researchers from different fields covering both theoretically oriented and application intensive areas were invited to participate in the conference. It brought together researchers from multi-disciplinary communities in applied mathematics, applied probability, engineering, biology, ecology, and networked science, to review, and substantially update most recent progress. As an archive, this volume presents some of the highlights of the workshops, and collect papers covering a broad range of topics.
650 0 $a Stochastic control theory. $3 570238
650 0 $a Queuing theory. $3 528238
650 1 4 $a Probability Theory and Stochastic Processes. $3 593945
650 2 4 $a Calculus of Variations and Optimal Control; Optimization. $3 593942
650 2 4 $a Continuous Optimization. $3 888956
650 2 4 $a Mathematical Modeling and Industrial Mathematics. $3 669172
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