The collective genetic algorithm introduced here uses a weighted avera
ging process for each generation that enhances its convergence. Based
on vector-matrix multiplication, this algorithm is well suited for imp
lementation on hybrid electro-optical systems. The efficiency of the p
rocedure is demonstrated by several laboratory experiments in which va
rious functions were optimized.