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Beware greedy algorithms.

Benno I SimmonsChristoph HoeppkeWilliam J Sutherland
Published in: The Journal of animal ecology (2019)
To fairly compare the nestedness of ecological networks, a network's observed nestedness can be divided by its maximum nestedness. The authors show that a greedy algorithm does not find networks' maximum nestedness values. Simulated annealing achieved much better results, laying the foundation for future development of even more sophisticated algorithms.
Keyphrases
  • machine learning
  • deep learning
  • climate change
  • heat stress
  • risk assessment