quibble 0.0.1.dev1

Framework for Various Optimization Tasks

Quibble

UNDER CONSTRUCTION 🚧

MORE COMING SOON 🔜

STAY TUNED 📻

Why Quibble? :thinking:

Framework for various optimization tasks.

Installation

Simply use the python package installer to get quibble:

pip install quibble

Package is currently being integrated into PyPI, so please be patient if it is not yet working 🙂

Examples

Here, you can find some minimal example to demonstrate the use of quibble.

Non-Linear Programming

import numpy as np
from quibble import NonLinearProgramming

nlp = NonLinearProgramming(verbose=True)

x_1 = nlp.add_decision_variable('x_1', lower_bound=-10, upper_bound=10)
x_2 = nlp.add_decision_variable('x_2', lower_bound=-10, upper_bound=10)
x_3 = nlp.add_decision_variable('x_3', lower_bound=-1, upper_bound=1)

nlp.add_constraint(x_1 * x_2 ** 3 - np.sin(x_3 - x_2 / 2), lower_bound=-2, upper_bound=2.5)
nlp.add_constraint(abs(x_1 + x_2 + x_3), lower_bound=-2, upper_bound=1)

nlp.add_objective(x_1 + x_2 + x_3)

result = nlp.solve(trials=1)