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Practical Mathematical Optimization

Basic Optimization Theory and Gradient-Based Algorithms

Gebonden Engels 2018 2e druk 9783319775852
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

This book presents basic optimization principles and gradient-based algorithms to a general audience, in a brief and easy-to-read form. It enables professionals to apply optimization theory to engineering, physics, chemistry, or business economics.

Specificaties

ISBN13:9783319775852
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
Druk:2

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Inhoudsopgave

<p>1.Introduction.- 2.Line search descent methods for unconstrained minimization.-3. Standard methods for constrained optimization.-4. Basic Example Problems.- 5. Some Basic Optimization Theorems.- &nbsp;6. New gradient-based trajectory and approximation methods.- 7. Surrogate Models.- 8. Gradient-only solution strategies.- 9. Practical computational optimization using&nbsp;Python.- Appendix.- Index.</p>

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        Practical Mathematical Optimization