PDS

PDS - UAZ
Investigación científica y tecnológica

PDS - UAZ

  • Códigos marco matemático
    • Ajuste recta mínimos cuadrados: ipynb
    • Serie de Taylor de exponcial: ipynb
    • Serie de Taylor de Seno: ipynb
    • Serie de Taylor aproximación derivada: ipynb
    • Función gradiente y Hessiana: ipynb
    • Aproximación lineal y cuadrática: ipynb
  • Códigos optimización 1D

Optimización

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Ajuste recta por optimización

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Videos de apoyo

Ejercicio 1. Gradiente, direccional y Hessiana

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Ejercicio 2. Gradiente y Hessiana

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Bisección

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Newton-Raphson

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Secante

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Ajuste polinomial cúbico

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Región dorada

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Gradiente descendente

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Newton

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Newton modificado

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Levenberg-Marquardt

Gradiente conjugado

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Gradiente conjugado

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Ajuste recta por optimización

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Aproximación a derivadas por Series de Taylor

Ejercicio 1. Gradiente, direccional y Hessiana

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Ejercicio 2. Gradiente y Hessiana

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Ejercicio 3. Aproximación lineal y cuadrática

Canal 3Blue1Brown

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Bisección

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Newton-Raphson

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Secante

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Ajuste polinomial cúbico

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Región dorada

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Gradiente descendente

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Newton

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Newton modificado

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Levenberg-Marquardt

Gradiente conjugado

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Gradiente conjugado

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Cuasi-Newton

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Cuasi-Newton

Código SR1

SR1 y DFP

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BFGS

Teoría Evolutiva

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Algoritmos genéticos

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Enjambre de partículas

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Colonia de hormigas

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