Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Computationally Efficient Model Predictive Control Algorithms

Computationally Efficient Model Predictive Control Algorithms

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783319042299
Condition
New
Product Description

This book thoroughly discusses computationally efficient (suboptimal) Model Predictive Control (MPC) techniques based on neural models. The subjects treated include: A few types of suboptimal MPC algorithms in which a linear approximation of the model or of the predicted trajectory is successively calculated on-line and used for prediction. Implementation details of the MPC algorithms for feed forward perceptron neural models, neural Hammerstein models, neural Wiener models and state-space neural models. The MPC algorithms based on neural multi-models (inspired by the idea of predictive control). The MPC algorithms with neural approximation with no on-line linearization. The MPC algorithms with guaranteed stability and robustness. Cooperation between the MPC algorithms and set-point optimization. Thanks to linearization (or neural approximation), the presented suboptimal algorithms do not require demanding on-line nonlinear optimization. The presented simulation results demonstrate high accuracy and computational efficiency of the algorithms. For a few representative nonlinear benchmark processes, such as chemical reactors and a distillation column, for which the classical MPC algorithms based on linear models do not work properly, the trajectories obtained in the suboptimal MPC algorithms are very similar to those given by the ``ideal'' MPC algorithm with on-line nonlinear optimization repeated at each sampling instant. At the same time, the suboptimal MPC algorithms are significantly less computationally demanding.

Available Colors
Available Sizes
1 Offer Price Range: $84.99 - $84.99
BEST PRICE

Single Product Purchase

$84.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$84.99 $84.99

$84.99
See Site In stock Visit Store

Similar Products

British Foreign Policy

$169.99

Pdiatrie in 5 Tagen

$29.99

Succession In Saudi Arabia

$84.99

Therapie der unipolaren Depression - Psychotherapie

$49.99

Informationsintegration in dynamischen Unternehmensnetzwerken

$64.99

My Very Favorite Book in the Whole Wide World

$4.49

Gender und Diversity in MINT-Fchern

$59.99

Statistische Testverfahren, Signifikanz und p-Werte

$17.99

The Dancer's World, 1920 - 1945

$39.99

Laser Spectroscopy V

$39.99

Energy Law: An Introduction

$44.99

Muskeltrainer

$9.95

Public Diplomacy and Soft Power in East Asia

$109.99

Joint Ventures in der SFR

$39.99

Vernissage im privaten Wohnraum

$64.99

The Semantic Web ASWC 2006

$109.99

Detection of Intrusions and Malware, and Vulnerability Assessment

$54.99

American Women's Ghost Stories in the Gilded Age

$109.99

Transport and Inherited Disease

$39.99

Data Modeling with SAP BW/4HANA 2.0

$64.99

Tabooed Jung: Marginality as Power

$54.99

Direkteinspritzsysteme fr Otto- und Dieselmotoren

$39.99

Langzeitverlufe bei Suchtkrankheiten

$69.99

Jugendhilfe statt Untersuchungshaft

$34.99

The Life of Metrical and Free Verse in Twentieth-Century Poetry

$109.99

The Irish Parading Tradition

$56.00

Hepatocellular Carcinoma and Liver Metastases: Diagnosis and Treatment

$54.99

Random Contractions in Global Risk Governance

$179.99

Marine Hydrothermal Systems and the Origin of Life

$54.99

Differenzierte Preissysteme im urbanen Verkehr

$74.99

Black Men in the Academy

$54.99

Advances in Bioengineering

$129.00

Neotropical Hard Ticks (Acari: Ixodida: Ixodidae)

$129.00

Pasoh

$109.99

Self-Tracking im Alltag

$74.99

Advanced Materials for Radiation Detection

$99.99

Rethinking Development

$119.00

Unsettling Theologies

$139.99

Irritation als Chance

$74.99