instancespace: A Python package for insightful algorithm testing through Instance Space Analysis

instancespace: A Python package for insightful algorithm testing through Instance Space Analysis

Instance Space Analysis is a methodology to evaluate algorithm performance across diverse problem fields. Through visualisation and exploratory data analysis techniques, Instance Space Analysis offers objective, data-driven insights into the diversity of test instances, algorithm behaviour, and algo...

Full description

Saved in:
Bibliographic Details
Main Authors: Yusuf Berdan Güzel, Kushagra Khare, Nathan Harvey, Kian Dsouza, Dong Hyeog Jang, Junheng Chen, Cheng Ze Lam, Mario Andrés Muñoz
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:SoftwareX
Subjects:
Instance Space Analysis
Algorithm testing
Algorithm visualisation
Optimisation
Python software
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711025002134
Tags: Add Tag
No Tags, Be the first to tag this record!
Login for hold and recall information

Internet

http://www.sciencedirect.com/science/article/pii/S2352711025002134

Similar Items