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Variance-Constrained Multi-Objective Stochastic Control and Filtering

Ma, Lifeng

9781118929490 - Variance-Constrained Multi-Objective Stochastic Control and Filtering
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Article description

This title unifies existing and emerging concepts concerning multi-objective control and stochastic control with engineering-oriented phenomena. It establishes a unified theoretical framework for control and filtering problems for a class of discrete-time nonlinear stochastic systems with consideration to performance. It includes case studies of several nonlinear stochastic systems. It investigates the phenomena of incomplete information, including missing/degraded measurements, actuator failures and sensor saturations. It considers both time-invariant systems and time-varying systems. It exploits newly developed techniques to handle the emerging mathematical and computational challenges.

Specifications

Author Ma, Lifeng
ISBN/EAN 9781118929490
Can't be ordered

Article description

This title unifies existing and emerging concepts concerning multi-objective control and stochastic control with engineering-oriented phenomena. It establishes a unified theoretical framework for control and filtering problems for a class of discrete-time nonlinear stochastic systems with consideration to performance. It includes case studies of several nonlinear stochastic systems. It investigates the phenomena of incomplete information, including missing/degraded measurements, actuator failures and sensor saturations. It considers both time-invariant systems and time-varying systems. It exploits newly developed techniques to handle the emerging mathematical and computational challenges.

Specifications

Author Ma, Lifeng
ISBN/EAN 9781118929490