IT801
Course Name:
Genetic Algorithms (IT801)
Programme:
M.Tech (IT)
Category:
Elective Courses (Ele)
Credits (L-T-P):
(3-0-0) 3
Content:
Robustness of traditional optimization and search techniques, Simple Genetic Algorithms, Similarity templates, goals of optimization, Schema Theorem of John Holland, Computer
Implementation of genetic algorithms; Applications of genetic algorithms, advanced operators and techniques in genetic algorithms; Recent research Trends.
References:
David Goldberg, Genetic Algorithms in search, optimizations and machine learning, Addition Wesley, 1999
Charles L Karr and L Michael Freeman, Industrial applications of Genetic Algorithms, CRC Press 1998.
Department:
Information Technology