Introduction to Nonsmooth Optimization

Theory, Practice and Software

Business & Finance, Management & Leadership, Operations Research, Nonfiction, Science & Nature, Mathematics, Applied
Cover of the book Introduction to Nonsmooth Optimization by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä ISBN: 9783319081144
Publisher: Springer International Publishing Publication: August 12, 2014
Imprint: Springer Language: English
Author: Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
ISBN: 9783319081144
Publisher: Springer International Publishing
Publication: August 12, 2014
Imprint: Springer
Language: English

This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily differentiable optimization). Solving these kinds of problems plays a critical role in many industrial applications and real-world modeling systems, for example in the context of image denoising, optimal control, neural network training, data mining, economics and computational chemistry and physics. The book covers both the theory and the numerical methods used in NSO and provide an overview of different problems arising in the field. It is organized into three parts:

  1. convex and nonconvex analysis and the theory of NSO;

  2. test problems and practical applications;

  3. a guide to NSO software.

The book is ideal for anyone teaching or attending NSO courses. As an accessible introduction to the field, it is also well suited as an independent learning guide for practitioners already familiar with the basics of optimization.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book is the first easy-to-read text on nonsmooth optimization (NSO, not necessarily differentiable optimization). Solving these kinds of problems plays a critical role in many industrial applications and real-world modeling systems, for example in the context of image denoising, optimal control, neural network training, data mining, economics and computational chemistry and physics. The book covers both the theory and the numerical methods used in NSO and provide an overview of different problems arising in the field. It is organized into three parts:

  1. convex and nonconvex analysis and the theory of NSO;

  2. test problems and practical applications;

  3. a guide to NSO software.

The book is ideal for anyone teaching or attending NSO courses. As an accessible introduction to the field, it is also well suited as an independent learning guide for practitioners already familiar with the basics of optimization.

More books from Springer International Publishing

Cover of the book Intelligent Robotics and Applications by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Recent Advances in Information and Communication Technology 2018 by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Process Mining Techniques in Business Environments by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Post-harvest Pathology by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Laser Photodissociation and Spectroscopy of Mass-separated Biomolecular Ions by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Law and the Transition to Business Sustainability by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Rough Sets by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Contextual Intelligence by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book The Ethics of Choosing Children by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Applications in Electronics Pervading Industry, Environment and Society by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Intelligent Computing Theories and Methodologies by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Optimization Methods in Structural Design by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Cañadell's Pediatric Bone Sarcomas by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Combinatorial and Additive Number Theory II by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Circuit Design on Plastic Foils by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy