search

CAChemE / stochastic-optimization

A set of examples to optimize process simulators with Python (PSO) - PyConES 2016
BSD 3-Clause "New" or "Revised" License
27 stars 21 forks source link

readme

Chemical process design and optimization via derivative-free algorithms (written in Python!)

A set of examples to optimize process simulators with Python and derivative-free algorithms such as GA or PSO. PSO-2D

Slides and interactive jupyter notebooks from your browser, powered by Binder

Talk (Spanish)

This was a talk submitted to the great Python Conference in Spain (PyConES 2016)

References: Rigorous Design of Complex Distillation Columns Using Process Simulators and the Particle Swarm Optimization Algrithm(paper)