Portada

LINEAR AND INTEGER PROGRAMMING MADE EASY IBD

SPRINGER
05 / 2018
9783319795683
Inglés

Sinopsis

This textbook provides concise coverage of the basics of linear and integer programming which, with megatrends toward optimization, machine learning, big data, etc., are becoming fundamental toolkits for data and information science and technology.áThe authorsâÇÖ approach is accessible to students from almost all fields of engineering, including operations research, statistics, machine learning, control system design, scheduling, formal verification and computer vision.áThe presentations enables the basis for numerous approaches to solving hard combinatorial optimization problems through randomization and approximation.ááReaders will learn to cast various problems that may arise in their research as optimization problems, understand the cases where the optimization problem will be linear, choose appropriate solution methods and interpret results appropriately.