leap_ec.landscape_features package
Submodules
leap_ec.landscape_features.exploratory module
Module contents
This package contains algorithms for computing statistical properties of landscapes.
Much of the research on landscape features is focused on understanding why some problems are easy or hard to solve for certain algorithms, or on how we might use statistical features to train machine learning models to assist in algorithm selection.
For a good survey of the field, look to the following paper:
Malan, Katherine Mary. “A Survey of Advances in Landscape Analysis for Optimisation.” Algorithms 14.2 (2021): 40.