TY - DATA
T1 - Online COP heuristic learning code: "Online Learning of Variable Ordering Heuristics for Constraint Optimisation Problems"
PY - 2022/11/24
AU - Floris Doolaard
AU - Neil Yorke-Smith
UR - https://data.4tu.nl/articles/software/Online_COP_heuristic_learning_code_Online_Learning_of_Variable_Ordering_Heuristics_for_Constraint_Optimisation_Problems_/17081021/1
DO - 10.4121/17081021.v1
KW - variable ordering
KW - machine learning
KW - constraint optimisation problem
KW - Gecode
KW - random forest regression
KW - source code
N2 - <p>This repository contains the source code for the algorithm designed to learn on-the-fly (variable ordering) heuristics for constraint optimization problems (COPs). To apply heuristics to COPs the Geocde solver is used and adapted.</p>
<p><br></p>
<p>The corresponding paper is:</p>
<p><br></p>
<p>Online Learning of Variable Ordering Heuristics for Constraint Optimisation Problems</p>
<p>Floris Doolaard and Neil Yorke‐Smith</p>
<p>Annals of Mathematics and Artificial Intelligence</p>
<p>https://doi.org/10.1007/s10472-022-09816-z</p>
<p>published online 2022</p>
<p><br></p>
ER -