Read e-book online Intelligent Control: A Hybrid Approach Based on Fuzzy Logic, PDF

By Nazmul Siddique

Intelligent Control considers non-traditional modelling and regulate methods to nonlinear structures. Fuzzy good judgment, neural networks and evolutionary computing options are the most instruments used. The e-book provides a modular switching fuzzy good judgment controller the place a PD-type fuzzy controller is achieved first by way of a PI-type fuzzy controller therefore bettering the functionality of the controller in comparison with a PID-type fuzzy controller. The good thing about the switching-type fuzzy controller is that it makes use of one rule-base hence minimises the rule-base in the course of execution. A unmarried rule-base is constructed by means of merging the club services for switch of blunders of the PD-type controller and sum of mistakes of the PI-type controller. club features are then optimized utilizing evolutionary algorithms. because the fuzzy controllers have been performed in sequence, useful extra tuning of the differential and imperative scaling components of the controller is then played. Neural-network-based tuning for the scaling parameters of the bushy controller is then defined and eventually an evolutionary set of rules is utilized to the neurally-tuned-fuzzy controller during which the sigmoidal functionality form of the neural community is determined.

The very important factor of balance is addressed and the textual content demonstrates empirically that the built controller used to be solid in the working diversity. The textual content concludes with rules for destiny study to teach the reader the potential of additional research during this area.

Intelligent keep an eye on will be of curiosity to researchers from engineering and machine technology backgrounds operating within the clever and adaptive control.

Show description

Read or Download Intelligent Control: A Hybrid Approach Based on Fuzzy Logic, Neural Networks and Genetic Algorithms (Studies in Computational Intelligence) PDF

Similar system theory books

Metropolitan Innovation Systems: Theory and Evidence from by Manfred M. Fischer,Javier Revilla Diez,Folke Snickars PDF

This e-book provides the fmdings of a comparative research of 3 ecu metropolitan areas: Vienna, Barcelona and Stockholm. the center of the paintings involves empirical stories rigorously designed and built as a way to establish the most actors and mechanisms assisting technological innovation in all the metropolitan areas.

Applied Interval Analysis: With Examples in Parameter and - download pdf or read online

On the middle of many engineering difficulties is the answer of units of equa­ tions and inequalities, and the optimization of fee features. regrettably, other than in particular situations, reminiscent of while a collection of equations is linear in its un­ knowns or while a convex rate functionality needs to be minimized lower than convex constraints, the consequences acquired through traditional numerical tools are just neighborhood and can't be assured.

Jan Lunze's Regelungstechnik 2: Mehrgrößensysteme, Digitale Regelung PDF

Schwerpunkte des zweiten Bandes sind der Entwurf von Mehrgrößenregelungen im Zeitbereich und im Frequenzbereich sowie digitale Regelungen. Neben Standardverfahren wie Polverschiebung und optimale Regelung werden mit der strukturellen examine von Regelungssystemen, der robusten und dezentralen Regelung sowie Einstellregeln für Mehrgrößenregler Themen aufgegriffen, die bisher in Lehrbüchern fehlten.

Download PDF by Utomo Sarjono Putro,Manabu Ichikawa,Manahan Siallagan: Agent-Based Approaches in Economics and Social Complex

This publication contains many situations that offer new views in constructing agent-based modeling and simulation. the true difficulties are advanced, and complicated method is required to deal with them. Agent-based modeling and simulation is one technique that gives a bottom-up experimental procedure appropriate to social sciences reminiscent of economics, administration, sociology, and politics in addition to a few engineering fields facing social actions.

Extra info for Intelligent Control: A Hybrid Approach Based on Fuzzy Logic, Neural Networks and Genetic Algorithms (Studies in Computational Intelligence)

Sample text

Download PDF sample

Intelligent Control: A Hybrid Approach Based on Fuzzy Logic, Neural Networks and Genetic Algorithms (Studies in Computational Intelligence) by Nazmul Siddique


by Robert
4.2

Rated 4.27 of 5 – based on 17 votes