Optimization Theory and Methods

Optimization Theory and Methods can be used as a textbook for an optimization course for graduates and senior undergraduates. For most methods, the book discusses an idea's motivation, studies the derivation, establishes the global and local convergence, describes algorithmic steps, and discusses the numerical performance.