May 12, 2024  
2011-2012 UMass Dartmouth Undergraduate Catalog 
    
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2011-2012 UMass Dartmouth Undergraduate Catalog [Archived Catalog]

CIS 565 - Evolutionary Computation

3 credits
Prerequisites: Graduate standing
Presentation of evolutionary algorithms and comparison to traditional solving techniques. This course deals with a powerful new technique for solution of hard, intractable real-world problems, based on principles of natural evolution. Four main areas of evolutionary computation will be explored: genetic algorithms, genetic programming, evolution strategies, and evolutionary programming. Applications of evolutionary computation to related areas of computer science will be discussed.