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...

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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
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