Mathematical basis of convex optimization
[book-optimization. rar]- This is a book about optimization, which is in English. This is a classic foreign textbook, which brilliantly expounds the optimization problem [optimal. rar]- several convex optimization functions for solving unconstrained and constrained convex optimization problems [Stanford _ Convex _ optimization _ book. Rar]- a classic foreign textbook on convex optimization mathematics. Researchers who study optimization are worth learning [Convex _ Analysis _ Foundation.zip], a basic Chinese textbook for convex analysis. There is not much information in this field (mostly convex optimization, etc.) ), and Chinese books are even harder to find, and colleagues with this knowledge can communicate more. Convex optimization problems often appear in many different fields. A comprehensive introduction to the subject, this book shows how to solve these problems effectively in detail. The key point is to identify convex optimization problems and then find the most suitable technology to solve them. The article contains many examples and homework exercises, which will ask questions, such as students, researchers and practitioners in engineering, computer science, mathematics, statistics, finance and economics. 【cvx。 Zip]- Stanford University convex programming program, very classic, has appeared in IEEE articles many times [convex _ optimization. rar]- convex optimization package, which contains various convex optimization algorithms. It is convenient to make a phone call. [signal _ decomposition _ by _ BP. Rar]- signal sparse representation algorithm based on base tracking [cvx. Zip]- convex programming modeling system, including user manual, is helpful for learning compressive sensing. [grads. rar]-The assignment in the book Optimization Theory and Algorithm (2nd Edition). Some concrete algorithms realized by C.