Foundations of Building Intelligent Artifacts: Chapter 6

Chapter 6
Uncertainty and principles of probability

Objectives

After this chapter you should be able to

Name reasons for uncertainty and explain their consequences,
State and exemplify the basic properties of a probability function, random variables, and expectation,
Explain the decision tree method,
Discuss two different approaches to probability,
Discuss and exemplify the randomness of a sequence,
Discuss and exemplify the principle of Occam's razor,
Discuss and exemplify the principle of indifference.

Key words:	Soft computing, uncertainty, probability function, random variable, decision tree, expectation, long term frequency, belief, randomness, minimal program length, Occam's razor, principle of indifference

Supplementary material

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The Berkeley Initiative in Soft Computing

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