Modern Numerical Nonlinear Optimization is popular PDF and ePub book, written by Neculai Andrei in 2022-10-18, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Modern Numerical Nonlinear Optimization can be Read Online from any device for your convenience.
Modern Numerical Nonlinear Optimization Book PDF Summary
This book includes a thorough theoretical and computational analysis of unconstrained and constrained optimization algorithms and combines and integrates the most recent techniques and advanced computational linear algebra methods. Nonlinear optimization methods and techniques have reached their maturity and an abundance of optimization algorithms are available for which both the convergence properties and the numerical performances are known. This clear, friendly, and rigorous exposition discusses the theory behind the nonlinear optimization algorithms for understanding their properties and their convergence, enabling the reader to prove the convergence of his/her own algorithms. It covers cases and computational performances of the most known modern nonlinear optimization algorithms that solve collections of unconstrained and constrained optimization test problems with different structures, complexities, as well as those with large-scale real applications. The book is addressed to all those interested in developing and using new advanced techniques for solving large-scale unconstrained or constrained complex optimization problems. Mathematical programming researchers, theoreticians and practitioners in operations research, practitioners in engineering and industry researchers, as well as graduate students in mathematics, Ph.D. and master in mathematical programming will find plenty of recent information and practical approaches for solving real large-scale optimization problems and applications.
Detail Book of Modern Numerical Nonlinear Optimization PDF
- Author : Neculai Andrei
- Release : 18 October 2022
- Publisher : Springer Nature
- ISBN : 9783031087202
- Genre : Mathematics
- Total Page : 824 pages
- Language : English
- PDF File Size : 10,7 Mb
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