Convex analysis for optimization a unified approach /
This textbook offers graduate students a concise introduction to the classic notions of convex optimization. Written in a highly accessible style and including numerous examples and illustrations, it presents everything readers need to know about convexity and convex optimization. The book introduce...
| Main Author: | Brinkhuis, Jan. |
|---|---|
| Other Authors: | SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Cham :
Springer International Publishing AG,
2020.
Cham : 2020. |
| Physical Description: |
1 online resource (278 pages). |
| Series: |
Graduate texts in operations research.
|
| Subjects: |
Table of Contents:
- Convex Sets: Basic properties
- Convex Sets: Binary Operations
- Convex Sets: Topological Properties
- Convex Sets: Dual Description
- Convex Functions: Basic Properties
- Convex Functions: Dual Description
- Convex Problems: The Main Questions
- Optimality Conditions: Reformulations
- Application to Convex Problems.