Get Application of Artificial Intelligence in Process Control. PDF

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

ISBN-10: 0080420168

ISBN-13: 9780080420165

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

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In a left-to-right reasoning, the doctor will ask the patient about all possible symptoms, write t h e m on a scoreboard, evaluate all rules in sequence, and tries to find out the disease. In a right-to-left approach, the doctor will suppose the patient has measles, scan the knowledge base to find the measles symptoms and then diagnoses the patient for a possible match. Those two reasoning processes are called: • f o r w a r d - r e a s o n i n g ('left-to-right') : it is often referred to as 'data-driven' or 'bottom-up'; • b a c k w a r d - r e a s o n i n g ('right-to-left') : this is also called 'goal-driven' or 'top-down'.

E. they all should be true in order to succeed), where each clause itself is a disjunction of literals. To convert whatever clauses to such normal form, a stepwise algorithm should be executed (see [ELRICH]), during which t h e equivalence laws of figure 2 have to be applied, although in many cases t h e conversion will be intuitive. Example. (rain A umbrella) V (sun A parasol) becomes, after applying t h e distributive law twice [rain V (sun A parasol)] A [umbrella V (sun A parasol)] or (rain V sun) A (rain V parasol) A (umbrella which gives t h e 4 following conjunctive clauses: 1.

G. Man(X) ^Man(John) can be unified since the predicates ('Man') are identical, and since the substitution J o h n / x can be carried out (and leads in this example to a contradiction). T h e only restriction thereby is t h a t , when a substitution is carried out, it should be done consistently throughout the whole clause. g. -iRoman(X) -ihate(Marcus, V loyalto(X, Caesar) 53 Caesar) V hate(X, Caesar) requires a threefold substitution of Marcus/X, and thereby unifies to the following clause: -^Roman(Marcus) V loyalto(Marcus, Caesar) From this example it should be clear that resolution in predicate logic is more complicated than in propositional logic.

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Application of Artificial Intelligence in Process Control. Lecture Notes Erasmus Intensive Course by L. Boullart, A. Krijgsman, R. A. Vingerhoeds


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