Convex optimization literature

Dec 31, 2020Convex optimization books, except with a focus on problem solving and formalism later?Convex Optimization, Boyd and VandenbergheLectures Convex analysis books and self study. - Mathematics Stack ExchangeFinding convex optimization books for beginners.functional analysis - Can you suggest some good optimization books?Learning about convex optimisation - Mathematics Stack ExchangeMore results from math.stackexchange.com

Dec 31, 2020Online Convex Optimization Tutorial and list of resourcesElad Hazan's book on online convex optimizationOnline Learning notes by Francesco Finding convex optimization books for beginners.functional analysis - Can you suggest some good optimization books?Convex analysis books and self study. - Mathematics Stack ExchangeLearning about convex optimisation - Mathematics Stack ExchangeMore results from math.stackexchange.com

What is a convex optimization book?

This book is meant to be something in between, a book on general convex optimization that focuses on problem formulation and modeling

We should also mention what this book is not

It is not a text primarily about convex analysis, or the mathematics of convex optimization; several existing texts cover these topics well

Which convex optimization algorithms are used for energy management problem?

In Ref

[ 100] they analyzed different convex algorithms based on model predictive control for energy management problem of a parallel PHEV, including a projected interior-point method, a general-purpose convex optimization software with SDPT3 solver, and ADMM algorithm

In numerical optimization, meta-optimization is the use of one optimization method to tune another optimization method.
Meta-optimization is reported to have been used as early as in the late 1970s by Mercer and Sampson for finding optimal parameter settings of a genetic algorithm.

Categories