Fuzzy Modeling for Control (International Series in by Robert Babuška

By Robert Babuška

Rule-based fuzzy modeling has been acknowledged as a robust process for the modeling of partly-known nonlinear structures. Fuzzy versions can successfully combine details from various resources, akin to actual legislation, empirical versions, measurements and heuristics. software parts of fuzzy versions comprise prediction, determination aid, process research, keep an eye on layout, and so forth. Fuzzy Modeling for Control addresses fuzzy modeling from the platforms and keep an eye on engineering issues of view. It specializes in the choice of acceptable version buildings, at the acquisition of dynamic fuzzy types from method measurements (fuzzy identification), and at the layout of nonlinear controllers in response to fuzzy types.
To immediately generate fuzzy versions from measurements, a accomplished technique is built which employs fuzzy clustering ideas to partition the to be had information into subsets characterised through in the community linear behaviour. The relationships among the awarded id strategy and linear regression are exploited, permitting for the mix of fuzzy good judgment recommendations with ordinary procedure id instruments. awareness is paid to the trade-off among the accuracy and transparency of the bought fuzzy versions. keep watch over layout according to a fuzzy version of a nonlinear dynamic procedure is addressed, utilizing the ideas of model-based predictive regulate and inner version keep an eye on with an inverted fuzzy version. To this finish, tips on how to precisely invert particular sorts of fuzzy types are awarded. within the context of predictive keep an eye on, branch-and-bound optimization is utilized.
the most good points of the awarded suggestions are illustrated by way of skill of easy examples. furthermore, 3 real-world purposes are defined. ultimately, software program instruments for development fuzzy types from measurements can be found from the author.

Show description

Read Online or Download Fuzzy Modeling for Control (International Series in Intelligent Technologies) PDF

Best logic books

18 Unconventional Essays on the Nature of Mathematics

This ebook collects the most attention-grabbing contemporary writings which are tackling, from a variety of issues of view, the matter of giving an accounting of the character, function, and justification of actual mathematical practice–mathematics as really performed via genuine dwell mathematicians. what's the nature of the items being studied?

Computable Structures and the Hyperarithmetical Hierarchy (Studies in Logic and the Foundations of Mathematics)

This e-book describes a application of study in computable constitution conception. The target is to discover definability stipulations equivalent to bounds on complexity which persist less than isomorphism. the implications practice to regularly occurring forms of constructions (groups, fields, vector areas, linear orderings Boolean algebras, Abelian p-groups, types of arithmetic).

Proceedings of the 13th Asian Logic Conference (Proceedings of the Asian Logic Conference)

This quantity presents a discussion board which highlights new achievements and overviews of modern advancements of the thriving common sense teams within the Asia-Pacific zone. It comprises papers by means of prime logicians and in addition a few contributions in machine technological know-how logics and philosophic logics.

Introduction to Mathematical Logic, Sixth Edition (Discrete Mathematics and Its Applications)

The recent variation of this vintage textbook, advent to Mathematical common sense, 6th version explores the important subject matters of mathematical good judgment. It covers propositional common sense, first-order good judgment, first-order quantity thought, axiomatic set idea, and the speculation of computability. The textual content additionally discusses the foremost result of Gödel, Church, Kleene, Rosser, and Turing.

Additional info for Fuzzy Modeling for Control (International Series in Intelligent Technologies)

Example text

Download PDF sample

Rated 4.59 of 5 – based on 40 votes