Optimization techniques and applications with examples / / Xin-She Yang, Middlesex University London.
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| Place / Publishing House: | Hoboken, New Jersey : : WILEY,, [2018] 2018 |
| Year of Publication: | 2018 |
| Language: | English |
| Online Access: | |
| Physical Description: | 1 online resource (385 pages) |
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Table of Contents:
- Mathematical foundations
- Algorithms, complexity and convexity
- Optimization
- Constrained optimization
- Optimization techniques : approximation methods
- Linear programming
- Integer programming
- Regression and regularization
- Machine learning algorithms
- Queueing theory and simulation
- Multiobjective optimization
- Constraint-handling techniques
- Evolutionary algorithms
- Nature-inspired algorithms.