Graduate students and researchers in applied mathematics, optimization, engineering, computer science, and management science will find this book a useful reference which provides an introduction to applications and fundamental theories in nonlinear combinatorial optimization. Nonlinear combinatorial optimization is a new research area within combinatorial optimization and includes numerous applications to technological developments, such as wireless communication, cloud computing, data science, and social networks. Theoretical developments including discrete Newton methods, primal-dual methods with convex relaxation, submodular optimization, discrete DC program, along with several applications are discussed and explored in this book through articles by leading experts.
| ISBN: | 9783030161965 |
| Publication date: | 14th August 2020 |
| Author: | Ding-Zhu Du |
| Publisher: | Springer Nature Switzerland AG |
| Format: | Paperback |
| Pagination: | 315 pages |
| Series: | Springer Optimization and Its Applications |
| Genres: |
Optimization Algorithms and data structures Information theory Discrete mathematics Geometry Topology |