This course discusses the characteristics of complex business problems, data components and models, adaptive business intelligence, development of intelligence and decision support systems through several models and prediction methods, modern optimization techniques, fuzzy logic, Artificial Neural Networks, hybrid systems and adaptability, application Adaptive Business Intelligence (BI), how to design decision support systems, as well as implementing and evaluating decision support systems for BI.