Genetic Algorithm Fundamentals Basic Concepts Notes Introduction Genetic Algorithms are a family of computational models inspired by evolution. These algorithms encode a potential solution to a specific problem on a simple chromosome-like data structure and apply recombination operators to these structures as as to preserve critical information. Genetic algorithms are often viewed as function optimizer, … Read more
Fuzzy set theory Notes What do ya mean fuzzy Before illustrating the mechanisms which make fuzzy logic machines work, it is important to realize what fuzzy logic actually is. Fuzzy logic is a superset of conventional(Boolean) logic that has been extended to handle the concept of partial truth- truth values between “completely true” and “completely … Read more
Counter propagation Networks An example of a hybrid network which combine the features of two or more basic network designs. Proposed by Hecht-Nielsen in 1986. The hidden layer is a Kohonen network with unsupervised learning and the output layer is a Grossberg (outstar) layer fully connected to the hidden layer. The output layer is trained … Read more