Artificial Population is very useful in many application domains. In this paper, we use census data to synthesize artificial population. We define the structures of household and individual. The data patterns of census data are analyzed too. Based on these definitions and patterns, we design the algorithms to synthesize population. We use these algorithms to synthesize artificial population of Beijing. The result indicates that our algorithms are effective. Keywords—artificial population; census data; individual