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Classical and Modern Optimization by Guillaume Carlier (Hardback)
£125.00
Out of stock
Product Ref. (e.g. ISBN, SKU)
9781800610651
Published:
28 Mar 2022
Format:
Hardback
Number of pages:
388 pages
Dimensions:
229x152x22mm
Weight:
0.685kgs
Author:
The quest for the optimal is ubiquitous in nature and human behaviour. The field of mathematical optimisation has a long history and remains active today, particularly in the development of machine learning. 'Classical and Modern Optimization' presents a self-contained overview of classical and modern ideas and methods in approaching optimisation problems. The approach is rich and flexible enough to address smooth and non-smooth, convex and non-convex, finite or infinite-dimensional, static or dynamic situations. The first chapters of the book are devoted to the classical toolbox: topology and functional analysis, differential calculus, convex analysis and necessary conditions for differentiable constrained optimisation. The remaining chapters are dedicated to more specialised topics and applications.
The quest for the optimal is ubiquitous in nature and human behavior. The field of mathematical optimization has a long history and remains active today, particularly in the development of machine learning.Classical and Modern Optimization presents a self-contained overview of classical and modern ideas and methods in approaching optimization problems. The approach is rich and flexible enough to address smooth and non-smooth, convex and non-convex, finite or infinite-dimensional, static or dynamic situations. The first chapters of the book are devoted to the classical toolbox: topology and functional analysis, differential calculus, convex analysis and necessary conditions for differentiable constrained optimization. The remaining chapters are dedicated to more specialized topics and applications.Valuable to a wide audience, including students in mathematics, engineers, data scientists or economists, Classical and Modern Optimization contains more than 200 exercises to assist with self-study or for anyone teaching a third- or fourth-year optimization class.
| Number of pages | 388 |
|---|
We will despatch your order as quickly as we can. If, for whatever reason, a product is out of stock we will contact you to discuss the likely delivery time or an alternative product.
| First Item | 2 Items & Over | |
|---|---|---|
| UK | £3.75 | £5.00 |
| EU | £15.00 | £30.00 |
| USA & Canada | £30.00 | £50.00 |
| Rest of the World | £45.00 | £60.00 |
| Collect in Store | free | free |
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