EE4047_intro - EE4047 Genetic Algorithms and Their...

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Unformatted text preview: EE4047 Genetic Algorithms and Their Applications K S Tang Department of Electronic Engineering City University of Hong Kong Room: G6354 Tel: 2788 7783 e-mail: eekstang@cityu.edu.hk City University of Hong Kong Reading Materials Genetic Algorithms: Concepts and Designs, K F Man, K S Tang, S Kwong, Springer Verlag, ISBN 962-430-083-6, 1999. Genetic Algorithms + Data Structure=Evolution Programs (3rd Edition), Zbigniew Michalewicz, Springer Verlag, ISBN 3-540-60676-9,1996. Genetic Algorithms in Search, Optimization, and Machine Learning, D.E. Goldberg, Addison Wesley, ISBN 0-201-15767-5, 1989. 1 Other Materials 1. FAQ site: ftp://ftp.cs.cuhk.edu.hk/pub/EC/FAQ/ Learning Software http://www.ee.cityu.edu.hk/~kfman GAME II Posted in the Blackboard system 2. 3. Other Universities Research Sites: Illinois Genetic Algorithms Laboratory (IlliGAL), University of Illinois at UC. http://illigal.org What are you going to learn? 1. 2. 3. 4. 5. 6. 7. What are gradient-type searching and random search? What is Genetic Algorithm? Why does it work? When will it fail? What is its strength? How to design your own GA? Advanced GA structures 2 About the course The course consists of Lectures Laboratory sessions Coursework involved Class Exercises (10%) Lab Demo and Report (25%) Test (65%) 3 ...
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EE4047_intro - EE4047 Genetic Algorithms and Their...

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