Artificial Intelligence and Expert Systems

ISBN-13: 9786200782427 / Angielski

Shraddha N. Zanjat; Bhavana S. Karmore; Vishwajit K. Barbudhe

Opis

The book contains: Concept of What is Artificial Intelligence? AI Technique, Level of the Model, Problem Spaces, and Search: Defining the Problem as a State Space Search, Production Systems, Problem Characteristics, Production System Characteristics, Issues in the Design of Search Programs. Heuristic Search Techniques: Generate - and Test, Hill Climbing, Best-first Search, Problem Reduction, Constraint Satisfaction, Means-end Analysis, Knowledge Representation: Representations and Mappings, Approaches to Knowledge Representation, Using Predicate Logic: Representing Simple Facts in Logic, Representing Instance and ISA Relationships, Computable Functions and Predicates, Resolution, Natural Deduction. Using Rules: Procedural Versus Declarative Knowledge, Logic Programming, Forward Versus Backward Reasoning, Matching, Control Knowledge. Symbolic Reasoning Under Uncertainty: Introduction to Non-monotonic Reasoning, Logics for Non-monotonic Reasoning, Implementation Issues, Augmenting a Problem-solver, Depth-first Search, Breadth-first Search. Weak and Strong Slot-and-Filler Structures: Semantic Nets, Frames, Conceptual Dependency Scripts, CYC.

O autorze

Zanjat, Shraddha N.
Prof. Shraddha N. Zanjat is working as a Former Assistant Professor in Electronics and Telecommunication Engg. at S. D. College of Engg. for U. G. Department, years of experience 6+. She published more than 15 papers in International Journals. Project guided 10+ U. G. students. She published more than 37 books of Electronics.