Nikolay Gavrilov
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Coursework on Genetic Algorithms (GA) with Real Coding.

Download demo & coursework (1.41Mb)

There are 3 programs and the coursework text inside the archive. The main program visualizes the process of how the genetic algorithm works, i.e. one can see the convergent of the points around global or local optimum. In this work I investigated different crossover methods. Another program visualizes the distribution of the points that can be derived from a given parent-points by different crossover methods. The third program shows 3D plots of two variables functions. GA is solving the optimization problems for test functions, thats why I needed an idea of how these look like in space.

convergent population
convergent population
UNDX crossover
UNDX crossover
function plot
function plot


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