Beyer, D.Clearwater, S.Chen, K. Y.Feng, Q.Huberman, B. A.Jain, S.Jamal, Z.Şen, AlperTang, H. K.Tarjan, B.Ward, J.Zhang, A.Zhang, B.Sodhi, M. S.Tang, C. S.2019-04-232019-04-23201097814419680980884-8289http://hdl.handle.net/11693/50892Chapter 9HP Labs’ Business Optimization Lab is a group of researchers focused on developing innovations in business analytics that deliver value to HP. This chapter describes several activities of the Business Optimization Lab, including work in product portfolio management, prediction markets, modeling of rare events in marketing, and supply chain network design.EnglishSupply chainLagrangian relaxationProduct portfolioCustomer segmentBipartite networkBook Chapter10.1007/978-1-4419-6810-4_910.1007/978-1-4419-6810-4