Monday, August 8, 2011

Model re-building approach

I have managed to implement model re-building. Need to run the experiments and compare the results with the initial observations.

Next step is to implement fitness inheritance approach.

Tuesday, July 26, 2011

Blade Experiments Re-runs

Plan for today - Tuesday 26/7/2011

Re-run article experiments on blade servers and compare the resutls.

Wednesday, July 13, 2011

Comparison of experiment results in the paper and the ones observed by me



Comparison

The experiments were re-run with identical settings:

  • Selection - Tournament
  • Crossover - Standard 2-point Crossover, rate=0.7
  • Mutation - Standard Single-bit Mutation, rate=0.075
  • Elitism=2


Case base MFM-GA Experimental results (in seconds) My observation of MFM-GA (in seconds) MFM-GA Experimental results (SL time in seconds) My observation of MFM-GA (SL time in seconds)
Anneal 1903 1511 122 383
Audiology 523 368 24 42
Autos 32 33 3.1 12
Bands 529 431 44.5 114
Colic 96 91 11 41
Ionosphere 133 134 12 36
Sonar 147 131 8.2 19
Vehicle 283 497 44 225

Saturday, July 9, 2011

Plan for this/next week

Items to do:

  1. Get understanding of code
  2. Re-run experiments published in 2010 paper
  3. Propose a way for model re-building

Monday, June 6, 2011