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 Search for Supersymmetry in Hadronic Final States by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Force-Controlled Robotic Assembly Processes of Rigid and Flexible Objects by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Glutathione in Plant Growth, Development, and Stress Tolerance by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Engineering Applications of Nanotechnology by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Modeling and Optimization for Mobile Social Networks by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Cyclostationarity: Theory and Methods by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Stem Cell Engineering by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Financial Education in U.S. State Colleges and Universities by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Optical Fiber Sensors for loT and Smart Devices by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Membranes by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Building Development Studies for the New Millennium by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book The Giant Liver Fluke, Fascioloides magna: Past, Present and Future Research by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Sustainable Rail Transport by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book How Ireland Voted 2016 by Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä
Cover of the book Internet of Things and Big Data Analytics Toward Next-Generation Intelligence 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