Optimization via Relaxation and Decomposition
Optimization via Relaxation and Decomposition: Applications to Large-Scale Engineering Problems
English | 2025 | ISBN: 3031874048 | 445 Pages | PDF EPUB (True) | 16 MB
English | 2025 | ISBN: 3031874048 | 445 Pages | PDF EPUB (True) | 16 MB
This book offers an up-to-date description of relaxation/approximation and decomposition techniques, demonstrating how their combined use efficiently solves large-scale optimization problems relevant to engineering, particularly in electrical, and industrial engineering, with a focus on energy. Specifically, it presents linear and nonlinear relaxations and approximations that are relevant to optimization problems, introduces complicating constraints and complicating variables decomposition techniques that can take advantage of relaxations and approximations, and examines their applications in the engineering field.