Optimization and regularization for computational inverse problems and applications: papers presented by invited speakers of the First…
by Wang, Yanfei, Yang, Changchun, Jagola, Anatolij G., Zhong guo ke xue yuan, International Workshop "Optimization and Regularization for Computational Inverse Problems and Applications", Beijing)
"The starting point in the formulation of any numerical problem is to take an intuitive idea about the problem in question and to translate it into precise mathematical language. This book provides step-by-step descriptions of how to formulate numerical problems so that they can…
Optimization
by Lange, Kenneth,, Statistics : Mathematics
fromSpringer Texts in Statistics
The content of courses on optimization theory varies tremendously. This book views linear programming as a specal case of nonlinear programming. The real bridge between linear and nonlinear programming is convexity. The theoretical side and applications of convexity in the desig…
"This introduction to optimization attempts to strike a balance between presentation of mathematical theory and development of numerical algorithms. Building on students' skills in calculus and linear algebra, the text provides a rigorous exposition without undue abstraction. It…
