دانلود کتاب بهینه سازی تصمیم با IBM ILOG CPLEX Optimization Studio

This book is based on material from a course that we have taught and continuously developed since 2012. The course connects with advanced undergraduate and graduate modules for students in management science, mathematics, computer science, industrial engineering, and economics and is offered at the Karlsruhe Institute of Technology, the University of Augsburg, and the University of the Bundeswehr Munich. The book provides a sound introduction to working with IBM ILOG CPLEX Optimization Studio and, in particular, to using the OPL modeling language for modeling linear and integer linear optimization problems. It is intended for practitioners involved in the modeling and optimization of planning and decision-making problems, as well as instructors and students at universities and colleges to use in lectures and courses. No prior knowledge of the mathematical foundations of optimization is assumed, although this book can be used to teach a comprehensive course that would supplement an introductory course to operations research. Part 1 of the book consists of 10 sequential lessons and is supplemented by a selection of small exercises at the end of each chapter to practice the content learned. Part 2 contains a series of larger application studies, including extensive, didactically prepared solution suggestions. Further details on the structure of the book can be found in Section 1.4. The book’s accompanying website www.opl.education offers supplementary materials, such as exercise solutions and files with all the program codes presented in the book. The course was developed in close coordination with IBM Germany. We would like to thank Dr. Martin Mähler, Manager University Relations at IBM, for the cooperation, for the provision of free academic licences, and for IBM’s financial support of the book project. We would also like to thank Mr. Christian Rauscher and Mrs. Jialin Yan from the publishing house Springer Gabler for their excellent cooperation. Moreover, we express our sincere thanks to the academic staff and assistants of the three participating chairs for their support during the preparation of the manuscript and especially for proofreading our work.