Interior Point Methods for Linear Optimization
Interior Point Methods for Linear Optimization is a comprehensive, thorough textbook on interior point methods (IPMs). The era of IPMs was initiated by N. Karmarkar’s 1984 paper, which triggered turbulent research and reshaped almost all areas of optimization theory and computational practice. This book gives a comprehensive review of the main results of more than a decade of IPM research. Numerous exercises are provided to aid in understanding the material.
Comprehensive, self-contained and up-to-date coverage of the subjectClear presentationAn invaluable resource for students, researchers and professionals who wish to develop their understanding of linear optimization and interior point methods