Agent based simulation frameworks require synthetic populations to simulate traveller’s activity travel patterns. Various methods exist for population synthesis with different advantages and disadvantages. For the Greater Jakarta area, a synthetic population has previously been generated using Bayesian Network (BN) approach and Generalized Raking (GR) multilevel IPF. This approach used very large, city level marginal to fit the population ...