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Introduction to Optimization in Python

Jasmin Ludolf

Content Developer

Chapter 1

Mathematical optimization
Univariate optimization
Multivariate optimization

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Chapter 2

Mathematical optimization
Univariate optimization
Multivariate optimization
Unconstrained optimization
Bounded and linear constraints
Linear programming

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Chapter 3

Mathematical optimization
Univariate optimization
Multivariate optimization
Unconstrained optimization
Bounded and linear constraints
Linear programming
Convex constrained optimization
Mixed integer linear programming

Goal flag on top of a mountain

Chapter 4

Mathematical optimization
Univariate optimization
Multivariate optimization
Unconstrained optimization
Bounded and linear constraints
Linear programming
Convex constrained optimization
Mixed integer linear programming
Transformed non-linear problems
Global optimization and sensitivity analysis

Goal flag on top of a mountain

The real-world

People standing in a row each representing a different profession

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Introduction to Optimization in Python

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