Fractional dynamic fitness functions for GA-based circuit design
Cecília Reis, J. A. Tenreiro Machado, José Boaventura‐Cunha · 2005
This paper proposes and analyses the performance of a Genetic Algorithm (GA) using two new concepts, namely a static fitness function including a discontinuity measure and a fractional-order dynamic fitness function. The GA is adopted for the synthesis of combinational logic circuits. In both cases, experiments reveal superior results in terms of speed and convergence to achieve a solution.