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Optimization techniques and applications with examples /
A guide to modern optimization applications and techniques in newly emerging areas spanning optimization, data science, machine intelligence, engineering, and computer sciences' Optimization Techniques and Applications with Examples introduces the fundamentals of all the commonly used technique...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, New Jersey :
John Wiley & Sons,
2018.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.