Paref: MOO for Expensive Blackbox-Functions#

Paref provides problem-tailored multi-objective optimization algorithms for expensive blackbox-functions based on the theory of Pareto reflections. This Python package contains…

  • a series of ready-to-use MOO algorithms for frequently encountered problem types

  • an info module providing you with the necessary knowledge of your black-box function’s Pareto front

  • a framework to quickly implement and apply customized MOO algorithms

The official release is available at PyPi:

pip install paref
Getting Started

Apply your first MOO algorithm with Paref (2 min read)

The Basics

Learn the basics of Paref (10 min read)

Full Use-Case

Built a fully customized MOO algorithm with Paref (20 min read)