Exam 13: Advanced Intelligent Systems

A genetic algorithm represents its candidate solutions as strings of genes called ________ and measures their viability with a fitness function.

Human learning is a combination of many complicated ________ processes.

Machine-learning techniques enable computers to acquire knowledge (i.e.,learn)from data that reflects the historical happenings.

Which of the following is not a method of machine learning?

A(n)________ is a geometric concept commonly used to describe the separation surface between different classes of things within a multidimensional space.

Neural networks identify ________ in the data from which they generate recommended courses of action.

Fuzzy logic in consumer products is sometimes called ________.

________ is a process of inducing knowledge from a set of observations whose outcomes are known.

________ is used to discover knowledge from a set of data whose outcomes are unknown.

What are the advantages of using case-based reasoning?

Inductive learning allows the computer to use historical cases to solve new problems.

A personal daemon must be able to make decisions on its own and alter its course of behavior when it meets an obstacle and find ways around the impediment.

An advantage of SVM models is that they tend to take less time to develop compared to other predictive models.

Describe case-based reasoning.What type of leaning is it?

Describe the genetic operators of Genetic Algorithm in reproduction.

Unsupervised learning is a process of inducing knowledge from a set of observations.

Machines learning overcomes deficiencies of manual knowledge acquisition techniques by automating the learning process.

Genetic algorithms demonstrate self-organization and ________ in much the same way that the fittest biological organisms survive and reproduce.

Survival of the fittest (natural selection)is used in ________.

Genetic algorithms can be used to solve business problems such as assembly-line balancing,facility layout,machine and job shop scheduling,creditworthiness determination,and aircraft design.