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Fix MDE_pBX [sf#20] about pagmo HOT 4 CLOSED

esa avatar esa commented on July 17, 2024
Fix MDE_pBX [sf#20]

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Comments (4)

darioizzo avatar darioizzo commented on July 17, 2024

Originally posted by mmarcusx on 2013-04-23 10:00:54.

  • Description has changed:

Diff:


--- old
+++ new
@@ -1 +1,3 @@
 Using MDE_pBX on Schwefel or Rosenbrock creates a weird behavior (fitness is jumping up and down). We have to debug the algorithm thoroughly and try to recreate the literature results.
+
+The algorithm runs also slower than expected.

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darioizzo avatar darioizzo commented on July 17, 2024

Originally posted by darioizzo on 2013-04-27 17:30:33.

The code has been updated significantly (check the development branch) it now runs much faster and a number of bugs were fixed.

The algorithm performances are still poor compared to those reported in the literature. I contacted the original authors of the algorithm and asked them to send us the code used in their papers (thanks to Rainer Storn for contacting them).

Now we wait :) I will anyway continue to try and find a solution myself ....

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darioizzo avatar darioizzo commented on July 17, 2024

Originally posted by darioizzo on 2013-05-06 20:00:15.

I received the matlab code from Suganthan (one of the author from the original paper), which I attach here for future reference.

While the performances are still not those quoted in the paper, I have now made sure PaGMO implementation matches that sent by the authors.

Major improvement in speed was also obtained.

Ticket closed. New code in development branch (will ship in V.1.1.5)

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darioizzo avatar darioizzo commented on July 17, 2024

Originally posted by darioizzo on 2013-05-28 12:00:24.

  • status: open --> closed
  • assigned_to: Marcus Märtens --> Dario Izzo

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