A novel graph-based evolutionary optimisation technique for arithmetic circ
uit synthesis is proposed. Symbolic verification of the generated circuit s
tructures is introduced to accelerate the time-consuming evolution process.
The evolutionary graph generation (EGG) system based on the proposed techn
ique can successfully generate the optimal 16-bit constant-coefficient mult
iplier within similar to 2.2h.