Category: Algorithm

Genetic Algorithms Demystified

Genetic Algorithms belong to a larger class of computer-based problem solving systems called Evolutionary Algorithms which use computational models that follow the principles of evolution and heredity in their design and implementation. The other variants of Evolutionary Algorithms are Evolutionary

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Self-Organizing Map Demystified

Self-Organizing Map (SOM) was introduced as an unsupervised competitive learning algorithm of the artificial neural networks (ANN) by Finnish Professor Teuvo Kohonen in the early 1980s. In Artificial Intelligence, SOM algorithm is considered one of the most powerful algorithms in

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