Course Description

Course CodeCourse NameCreditsHours
4115034 Evolutionary Computation 3.0 3
Description An overview of emerging biologically motivated computational intelligence paradigms and hand-on working knowledge with specific application domains and with focus on evolutionary algorithms: Topics include, but not limited to, 1) computational intelligence; 2) simulated annealing; 3) introduction to evolutionary computation; 4) genetic algorithms (search operators, search schemes, niching, constraint handling); 5) ant colony system; 6) particle swarm intelligence; 7) evolutionary multiobjective optimization; 8) genetic programming; 9) evolutionary strategy; 10) co-evolution; 11) artificial immune system; and 12) social based algorithm.