Fitness function evaluation through fractional algorithms

Reis, Cecília; Machado, J. A. Tenreiro

http://hdl.handle.net/10400.22/4211

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Authors

Reis, Cecília

Machado, J. A. Tenreiro

Abstract(s)

This paper proposes a Genetic Algorithm (GA) for the design of combinational logic circuits. The fitness function evaluation is calculated using Fractional Calculus. This approach extends the classical fitness function by including a fractional-order dynamical evaluation. The experiments reveal superior results when comparing with the classical method.