CES 510 - Intelligent Systems Design

Institution:

Sonoma State University

Subject:

Description:

Lecture, 3 hours. Introduction to adaptive systems: neural networks, genetic algorithms (GAs), fuzzy logic, simulated annealing, tabu search, etc. Specific topics include perceptions, backpropagation, Hopfield nets, neural network theory, simple GAs, parallel GAs, cellular GAs, schema theory, mathematical models of simple GAs, and using GAs to evolve neural networks. Prerequisites: CS 315 and CES 400, or consent of instructor.

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

www.sonoma.edu

Phone Number:

(707) 664-2880

Regional Accreditation:

Western Association of Schools and Colleges

Calendar System:

Semester

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