DetPy documentation

Welcome to DetPy documentation!

The DetPy library contains an implemented differential evolution algorithm with 15 of its modifications. We encourage you to use this library to solve advanced optimization problems.

The current source code is available at: https://github.com/Blazej-Zielinski/detpy

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General

• Installation
• Introduction
• User Guide
• Examples

API

• DE
• COMDE
• DERL
• NMDE
• EMDE
• IDE
• SADE
• JADE
• DEGL
• AADE
• DELB
• EIDE
• MGDE
• ImprovedDE
• FIADE
• OppBasedDE

DetPy

• Optimization of the Ackley function based SADE
• Optimization of the Ackley function with all DE variants
• Optimization of common benchmark functions
• Optimization of functions from Opfunu