This paper proposed a GA for solving the agile job
shop scheduling to minimize the makespan. Two-row
chromosome structure is designed based on working
procedure and machine distribution. The relevant
crossover and mutation operation is also given. Finally,
the Gantt chart is drawn based on five machines and
eight processes. The computational result shows that
GA can obtain better solution. The minfitness and
meanfitness validate the solution that is validity.