Fixed Point Optimization Algorithms and Their Applications: Advanced Studies in Complex Systems
Autor Watcharaporn Cholamjiaken Limba Engleză Paperback – 4 dec 2024
This book will equip readers with the theoretical mathematics background and necessary tools to tackle challenging optimization problems involving a range of algebraic methods, empowering them to apply these techniques in their research, professional work, or academic pursuits.
- Demonstrates how to create hybrid algorithms for many optimization problems with non-expansive mappings to solve real-world problems
- Shows readers how to solve image restoration problems using optimization algorithms
- Includes coverage of signal recovery problems using optimization algorithms
- Shows readers how to solve data classification problems using optimization algorithms in machine learning with many types of datasets, such as those used in medicine, mathematics, computer science, and engineering
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Specificații
ISBN-13: 9780443335860
ISBN-10: 0443335869
Pagini: 244
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
Seria Advanced Studies in Complex Systems
ISBN-10: 0443335869
Pagini: 244
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
Seria Advanced Studies in Complex Systems
Cuprins
1. Theoretical Background
2. Nonexpansive Mapping
3. Generalized Nonexpansive Mapping
4. Variational Inequality Problems
5. Minimization Problems
6. Split Feasibility Problems
7. Variational Inclusion Problems
8. Equilibrium Problems
9. Applications
2. Nonexpansive Mapping
3. Generalized Nonexpansive Mapping
4. Variational Inequality Problems
5. Minimization Problems
6. Split Feasibility Problems
7. Variational Inclusion Problems
8. Equilibrium Problems
9. Applications