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Reasoning Techniques

Full course description

Section titled “Full course description”

Reasoning Techniques introduces the student to reasoning techniques that can be used to acquire more knowledge and information from given data. Often the student will encounter a situation in which a limited set of data is available to solve a rather complex problem. In this course formal techniques will be discussed to acquire new knowledge and information based on the given data. Four techniques can be distinguished in this course: problem solving using search, reasoning using logic, planning, and reasoning with uncertainty. Each technique covers a different problem setting which the student may encounter. After completing this course the student has gained knowledge and insights that enable the student to find solutions to complex problems. Additionally the student have learned the skills to necessary for building complex expert or decision-support systems.

Prerequisites

Section titled “Prerequisites”

Introduction to Knowledge Engineering

Section titled “Recommended reading”

Luger, G.F. and Stubblefield, W.A., Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 3rd edition. Addison-Wesley Longman, Inc., Reading, 1998. ISBN 0-805-31196-3.

Files

Section titled “Files”

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