Genetic Algorithm processor with advanced ALU, memories and control unit

Genetic Algorithm is the class of algorithm which deals with optimization related problem. Most of the work done under GA is based on software, this paper concentrate on designing the genetic algorithm processor using VHDL. Hardware design as compared to software is time and energy efficient as they are dedicated for single work. Genetic algorithm processor comprises of designing of sub modules, like Control system, ALU, memory unit. ALU is the further comprises of four different crossover and mutation operator and two selection technique. Two memories unit for storing the chromosome and fitness value were designed. Complete sub-module is integrated in control unit, which is responsible for synchronization of flow of data among themselves. The designed was carried out using VHDL in Xilinx ISE tool and implemented on Spartan 3A FPGA.