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Continuous-Time Markov Decision Processes

Alexey Piunovskiy, Yi Zhang
Springer International Publishing
160.49 € · Hardcover

90C40, 60J75 continuous-time Markov decision processes dynamic programming convex analytic approach linear programming occupation measure constrained optimality Markov pure jump processes statistical decision theory sequential analysis stochastic optimal control

This book offers a systematic and rigorous treatment of continuous-time Markov decision processes, covering both theory and possible applications to queueing systems, epidemiology, finance, and other fields. Unlike most books on the subject, much attention is paid to problems with functional constra...

Introduction to Continuous Optimization

Roman A. Polyak
Springer International Publishing
149.79 € · Hardcover

Lagrange multiplier Legendre transformation convex programming nonconvex programming nonlinear programming nonlinear rescaling SUMT sequential unconstrained minimization technique exterior point method interior point method affine scaling algorithm continuous optimization unconstrained optimization self-concordant functions IPM complexity

This self-contained monograph presents the reader with an authoritative view of Continuous Optimization, an area of mathematical optimization that has experienced major developments during the past 40 years. The book contains results which have not yet been covered in a systematic way as well as a s...

Trajectory Optimization and Guidance Methods for Mars Entry

Shuang Li, Xu Liu, Xiu-qiang Jiang, Yu-ming Peng
Springer Singapore
192.59 € · Hardcover

Mars Entry, Descent, and Landing Model Predictive Control Trajectory Planning and Guidance Robust Optimization Computational Guidance Uncertainty Qualification Sequential Convex Programming Pseudospectral Method Predictor-Corrector Guidance Desensitized Optimal Control

This book systematically investigates the Mars entry problem from the perspectives of deterministic optimization, uncertainty optimization, and guidance. Began with a detailed review of the robotic missions and human-scaled exploration plans to Mars, theories or concepts of optimal control, uncertai...

Continuous-Time Markov Decision Processes

Alexey Piunovskiy, Yi Zhang
Springer International Publishing
149.79 € · eBook

90C40, 60J75 continuous-time Markov decision processes dynamic programming convex analytic approach linear programming occupation measure constrained optimality Markov pure jump processes statistical decision theory sequential analysis stochastic optimal control

This book offers a systematic and rigorous treatment of continuous-time Markov decision processes, covering both theory and possible applications to queueing systems, epidemiology, finance, and other fields. Unlike most books on the subject, much attention is paid to problems with functional constra...

Trajectory Optimization and Guidance Methods for Mars Entry

Shuang Li, Xu Liu, Xiu-qiang Jiang, Yu-ming Peng
Springer Singapore
192.59 € · Paperback

Mars Entry, Descent, and Landing Model Predictive Control Trajectory Planning and Guidance Robust Optimization Computational Guidance Uncertainty Qualification Sequential Convex Programming Pseudospectral Method Predictor-Corrector Guidance Desensitized Optimal Control

This book systematically investigates the Mars entry problem from the perspectives of deterministic optimization, uncertainty optimization, and guidance. Began with a detailed review of the robotic missions and human-scaled exploration plans to Mars, theories or concepts of optimal control, uncertai...

Introduction to Continuous Optimization

Roman A. Polyak
Springer International Publishing
139.09 € · eBook

Lagrange multiplier Legendre transformation convex programming nonconvex programming nonlinear programming nonlinear rescaling SUMT sequential unconstrained minimization technique exterior point method interior point method affine scaling algorithm continuous optimization unconstrained optimization self-concordant functions IPM complexity

This self-contained monograph presents the reader with an authoritative view of Continuous Optimization, an area of mathematical optimization that has experienced major developments during the past 40 years. The book contains results which have not yet been covered in a systematic way as well as a s...

Trajectory Optimization and Guidance Methods for Mars Entry

Shuang Li, Xu Liu, Xiu-qiang Jiang, Yu-ming Peng
Springer Singapore
181.89 € · eBook

Mars Entry, Descent, and Landing Model Predictive Control Trajectory Planning and Guidance Robust Optimization Computational Guidance Uncertainty Qualification Sequential Convex Programming Pseudospectral Method Predictor-Corrector Guidance Desensitized Optimal Control

This book systematically investigates the Mars entry problem from the perspectives of deterministic optimization, uncertainty optimization, and guidance. Began with a detailed review of the robotic missions and human-scaled exploration plans to Mars, theories or concepts of optimal control, uncertai...

Continuous-Time Markov Decision Processes

Alexey Piunovskiy, Yi Zhang
Springer International Publishing
160.49 € · Paperback

90C40, 60J75 continuous-time Markov decision processes dynamic programming convex analytic approach linear programming occupation measure constrained optimality Markov pure jump processes statistical decision theory sequential analysis stochastic optimal control

This book offers a systematic and rigorous treatment of continuous-time Markov decision processes, covering both theory and possible applications to queueing systems, epidemiology, finance, and other fields. Unlike most books on the subject, much attention is paid to problems with functional constra...

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