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Online Optimization of Large Scale Systems Book

Online Optimization of Large Scale Systems
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  • Online Optimization of Large Scale Systems
  • Written by author Martin Gr tschel
  • Published by Springer-Verlag New York, LLC, September 2008
  • Whether costs are to be reduced, profits to be maximized, or scarce resources to be used wisely, optimization methods are available to guide decision making. In online optimization the main issue is incomplete data, and the scientific challenge: How w
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Book Categories

Authors

IOptimal Control for Ordinary Differential Equations
Sensitivity Analysis and Real-Time Optimization of Parametric Nonlinear Programming Problems3
Sensitivity Analysis and Real-Time Control of Parametric Optimal Control Problems Using Boundary Value Methods17
Sensitivity Analysis and Real-Time Control of Parametric Optimal Control Problems Using Nonlinear Programming Methods57
Sensitivity Analysis and Real-Time Control of a Container Crane under State Constraints69
Real-Time Control of an Industrial Robot under Control and State Constraints83
Real-Time Optimal Control of Shape Memory Alloy Actuators in Smart Structures93
Real-Time Solutions for Perturbed Optimal Control Problems by a Mixed Open- and Closed-Loop Strategy105
Real-Time Optimization of DAE Systems117
Real-Time Solutions of Bang-Bang and Singular Optimal Control Problems129
Conflict Avoidance During Landing Approach Using Parallel Feedback Control143
IIOptimal Control for Partial Differential Equations
Optimal Control Problems with a First Order PDE System - Necessary and Sufficient Optimality Conditions159
Optimal Control Problems for the Nonlinear Heat Equation173
Fast Optimization Methods in the Selective Cooling of Steel185
Real-Time Optimization and Stabilization of Distributed Parameter Systems with Piezoelectric Elements205
Instantaneous Control of Vibrating String Networks229
Modelling, Stabilization, and Control of Flow in Networks of Open Channels251
Optimal Control of Distributed Systems with Break Points271
IIIMoving Horizon Methods in Chemical Engineering
Introduction to Model Based Optimization of Chemical Processes on Moving Horizons295
Multiscale Concepts for Moving Horizon Optimization341
Real-Time Optimization for Large Scale Processes: Nonlinear Model Predictive Control of a High Purity Distillation Column363
Towards Nonlinear Model-Based Predictive Optimal Control of Large-Scale Process Models with Application to Air Separation Plants385
IVDelay Differential Equations in Medical Decision Support Systems
Differential Equations with State-Dependent Delays413
Biomathematical Models with State-Dependent Delays for Granulocytopoiesis433
VStochastic Optimization in Chemical Engineering
Stochastic Optimization for Operating Chemical Processes under Uncertainty457
A Multistage Stochastic Programming Approach in Real-Time Process Control479
Optimal Control of a Continuous Distillation Process under Probabilistic Constraints499
VIStochastic Trajectory Planning in Robot Control
Adaptive Optimal Stochastic Trajectory Planning521
Stochastic Optimization Methods in Robust Adaptive Control of Robots545
VIIInteger Stochastic Programming
Multistage Stochastic Integer Programs: An Introduction581
Decomposition Methods for Two-Stage Stochastic Integer Programs601
Modeling of Uncertainty for the Real-Time Management of Power Systems623
Online Scheduling of Multiproduct Batch Plants under Uncertainty649
VIIICombinatorial Online Planning in Transportation
Combinatorial Online Optimization in Real Time679
Online Optimization of Complex Transportation Systems705
Stowage and Transport Optimization in Ship Planning731
IXReal-Time Annealing in Image Segmentation
Basic Principles of Annealing for Large Scale Non-Linear Optimization749
Multiscale Annealing and Robustness: Fast Heuristics for Large Scale Nonlinear Optimization779
Author Index803


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