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This book constitutes the proceedings of the 13th International Conference on the Integration of Artificial Intelligence (AI) and Operations Research (OR) Techniques in Constraint Programming, CPAIOR 2016, held in Banff, Canada, in May/June 2016. § The 21 full papers presented together with 8 short papers were carefully reviewed and selected from 51 submissions. The aim of the CPAIOR Constraint Programming, Artificial Intelligence and Operations Research to explore ways of solving hard and large scale combinatorial optimization problems that emerge in various industrial domains. Pooling the skills and strengths of this diverse group of researchers has proved extremely effective and valuable during the past decade leading to improvements and cross-fertilization between the three fields as well as breakthrough for actual applications.