Published November 14, 2024 | Version v1

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing - Data

  • 1. ROR icon Edinburgh Napier University

Description

This repository contains the data and additional information for the paper 'Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing'. 

The following files are included:

  • heatmaps.zip: heatmaps showing heuristic performance per dataset for 3 metrics;
  • heuristic_perf.zip: raw results files for each datasets;
  • tuning.zip: tuning log files;
  • ts_features_evolved.csv and ts_features_evolved_10_features_excess_bins.csv : full and selected time-series features computed on the evolved datasets;
  • BPinstances.csv : raw bin packing instances from all datasets: independent and evolved.

Files

BPinstances.csv

Files (20.2 MB)

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md5:f60ac57aad9b86da7022bad9c58e738d
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