Selected Applications of Convex Optimization
Description
This book focuses on the applications of convex optimization and highlights several topics, including support vector machines, parameter estimation, norm approximation and regularization, semi-definite programming problems, convex relaxation, and geometric problems. All derivation processes are presented in detail to aid in comprehension. The book offers concrete guidance, helping readers recognize and formulate convex optimization problems they might encounter in practice.
Keywords
Business & EconomicsOperations ResearchManagement ScienceComputersMathematical & Statistical SoftwareMathematicsProbability & StatisticsStochastic Processes
2015Book
Author(s)Li Li
PublisherSpringer Berlin Heidelberg
ISBN9783662463550
LanguageEnglish
