Hardware implementation of genetic algorithm on FPGA
H.E. Mostafa, A.I. Khadragi, Y.Y. Hanafi · 2004
This paper presents the research work directed regards the synthesis and implementation of a parallel-pipelined hardware genetic algorithm (PPHGA) utilizing very high speed integrated circuit hardware description language (VHDL) for programming field programmable gate arrays (FPGAs). The main design is divided into several modules. The modules are autonomous in operation once the system starts to run. They communicate with each other using a handshaking protocol. Three applications are then experimented using the PPHGA to test its optimization power. These are linear interpolation, thermistor data processing, and vehicle acceleration computation.