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Logical Structures for Representation of Knowledge and Uncertainty

Ellen Hisdal (Autor)

Buch | Hardcover

XXIV, 420 Seiten

1998
Physica (Verlag)
978-3-7908-1056-1 (ISBN)

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It is the business of science not to create laws, but to discover them. We do not originate the constitution of our own minds, greatly as it may be in our power to modify their character. And as the laws of the human intellect do not depend upon our will, so the forms of science, of (1. 1) which they constitute the basis, are in all essential regards independent of individual choice. George Boole [10, p. llJ 1. 1 Comparison with Traditional Logic The logic of this book is a probability logic built on top of a yes-no or 2-valued logic. It is divided into two parts, part I: BP Logic, and part II: M Logic. 'BP' stands for 'Bayes Postulate'. This postulate says that in the absence of knowl edge concerning a probability distribution over a universe or space one should assume 1 a uniform distribution. 2 The M logic of part II does not make use of Bayes postulate or of any other postulates or axioms. It relies exclusively on purely deductive reasoning following from the definition of probabilities. The M logic goes an important step further than the BP logic in that it can distinguish between certain types of information supply sentences which have the same representation in the BP logic as well as in traditional first order logic, although they clearly have different meanings (see example 6. 1. 2; also comments to the Paris-Rome problem of eqs. (1. 8), (1. 9) below).

BP Logic.- Chain Set and Probability Overview.- BP Chain Sets I, Affirmation, Negation, Conjunction, Disjunction.- BP Chain Sets II, Special Cases of Chain Sets.- BP Chain Sets III, Precise Formulations.- Inferences or the Answering of Questions.- Inferences with Higher Level Chain Sets.- IF THEN Information.- Various IF THEN Topics.- M Logic.- The M-Notation and Ignorance vs Uncertainty.- Two Types of Updating of Probabilities.- Operations and Ignorance in the M Logic.- Modus Ponens and Existence Updating.- IF THEN Information in the M Logic.- Existence Structures.- Existence Inferences.- Conditional and Joint Existence Information and Inferences.- Attributes and The Alex System versus Chain Sets.- Attributes and the Alex System versus Chain Sets.- Solutions to Some Exercises.

Erscheint lt. Verlag	15.1.1998
Reihe/Serie	Studies in Fuzziness and Soft Computing
Zusatzinfo	XXIV, 420 p.
Verlagsort	Heidelberg
Sprache	englisch
Maße	155 x 235 mm
Gewicht	780 g
Themenwelt	Mathematik / Informatik ► Informatik
Themenwelt	Mathematik / Informatik ► Mathematik ► Allgemeines / Lexika
Schlagworte	Artificial Intelligence • Calculus • Fuzzy-Logik • Fuzzy-Logik / Unscharfe Logik • Künstliche Intelligenz • representation of knowledge • Uncertainty • Unsicherheit • Wissensrepräsentation
ISBN-10	3-7908-1056-8 / 3790810568
ISBN-13	978-3-7908-1056-1 / 9783790810561
Zustand	Neuware