Application of Artificial Intelligence in Process Control. by L. Boullart, A. Krijgsman, R. A. Vingerhoeds

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By L. Boullart, A. Krijgsman, R. A. Vingerhoeds

This e-book is the results of a united attempt of six ecu universities to create an total direction at the appplication of man-made intelligence (AI) in method keep an eye on. The ebook contains an advent to key components together with; wisdom illustration, professional, good judgment, fuzzy common sense, neural community, and item oriented-based methods in AI. half covers the applying to manage engineering, half 3: Real-Time concerns, half 4: CAD platforms and professional platforms, half 5: clever regulate and half six: Supervisory regulate, tracking and Optimization

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G. Dutch) ii Inferencing Figure 1: Mapping / Representation of Facts concepts. These symbolic structures can then be manipulated in programs to deduce various facts, to carry out a form of automated reasoning. In 'First Order Predicate Logic (FOPL)', statements from a natural language like English are translated into symbolic structures comprised of predicates, functions, variables, constants, quantifiers, and logic connectives. The symbols form the basic building blocks for the knowledge, and their combination into valid structures is accomplished using the syntax (rules of combination) for FOPL.

Note that if we think of X and X => Y as two entries in a database, the modus ponens rule allows us to replace t h e m with the single statement, Y, thus eliminating one occurrence of the connective '=^'. In what are called natural deduction systems of logic, there are typically two rules of inference for each connective, one that introduces it into expressions and one t h a t eliminates it. Modus ponens is therefore called the ' ^ ' - e l i m i n a t i o n rule. 3 T h e resolution of Propositional Logic Connectives.

CLIPS's structure is very similar to the 0 P S 5 expert system language from D E C (although there are slight differences in the evaluation procedure in the conflict set). CLIPS is in essence a forward chaining system, but it can be used for backward chaining as well. T h e real-world facts are stored in the working memory and the rules, which in CLIPS resemble I F - T H E N constructions from some conventional programming languages, are stored in the production memory. T h e rccognize-select-act cycle can be sketched as follows (figure 1).

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