Genetic Programming of Pipelined Datapaths for FPGA
Anatoliy Sergiyenko, Anastasia Serhienko, Vitaliy A. Romankevich · 2020
A new method of the pipelined datapath synthesis which is based on the genetic programming approach is proposed. The method is based on the representation of the algorithm by the spaced synchronous data flow (SDF), transferring it to a chromosome, and using the conventional genetic optimization algorithm. The respective creation, duplication, mutation and recombination functions are proposed as well. The method effectiveness is shown on the example of the DCT transform datapath synthesis.