Ahmad Reza Pakraei

Group of Computer Engineering, Darab Branch, Islamic Azad University, Darab, Iran

[ 1 ] - The Introduction of a Heuristic Mutation Operator to Strengthen the Discovery Component of XCS

The extended classifier systems (XCS) by producing a set of rules is (classifier) trying to solve learning problems as online. XCS is a rather complex combination of genetic algorithm and reinforcement learning that using genetic algorithm tries to discover the encouraging rules and value them by reinforcement learning. Among the important factors in the performance of XCS is the possibility to...

[ 2 ] - The Introduction of a Heuristic Mutation Operator to Strengthen the Discovery Component of XCS

The extended classifier systems (XCS) by producing a set of rules is (classifier) trying to solve learning problems as online. XCS is a rather complex combination of genetic algorithm and reinforcement learning that using genetic algorithm tries to discover the encouraging rules and value them by reinforcement learning. Among the important factors in the performance of XCS is the possibility to...

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