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Progresively interactive NSGA-II #656

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Progresively interactive NSGA-II #656

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Commits on Nov 2, 2023

  1. Development environment set up with pytest

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Commits on Nov 9, 2023

  1. Adding dummy functions that mock up the I/O of value functions

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Commits on Nov 16, 2023

  1. Passing smoke test for problem constructor

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  2. Have the solutions (P) being sorted by ranking

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  3. Now also testing whether the P in the result are sorted properly

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  4. Added test for the objective function

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    kroppian committed Nov 16, 2023
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  5. Trying to standardize P versus F

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  6. Adding the value fucnction to the optimization constructors

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Commits on Nov 30, 2023

  1. Have the inequality constraint basically working (- some rounding err)

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  2. Fixed the false negative test

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    kroppian committed Nov 30, 2023
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  3. Fixing false negative test in the objective function

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  4. Have a basic equality test and implementation in place

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  5. Successfully ran an optimization smoke test, though the values look bad

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  6. Have first step of a plotter working

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Commits on Dec 5, 2023

  1. Have a contour graph working... which isn't want I wanted to do at all

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  2. Have the contour lines lined up with P!

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Commits on Dec 6, 2023

  1. Experimenting with different SOO optimization techniques

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Commits on Dec 7, 2023

  1. Pulling the objective function out of the _evaluate function

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  2. Made a test for the independent objective function, plus opt smoke test

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  3. Pulled the equality constraint function into a stand alone function

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  4. Pulled the inequality constraints out of the _evaluate func

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  5. Finished basic 1D array compatibility

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  6. Have a smoke test for scipy's minimize working

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  7. Successfully tested the scipy solver methods!

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  8. Refactoring a few things

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  9. More refactoring

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  10. Making the value function plotter generic

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Commits on Dec 8, 2023

  1. Utter mess

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  2. Rooted out that nasty problem with P's dimensionality

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  3. Changed vf for the value function library to mvf to avoid confusion

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  4. Pulling more functionality into the create_vf functions

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  5. Finalizing plotting

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Commits on Dec 13, 2023

  1. Adding some test data to play with

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Commits on Dec 19, 2023

  1. have the first veresion of the polynomial value function

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Commits on Dec 20, 2023

  1. Making skeleton code for creating polynomial VF

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  2. Removing a near duplicate test

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  3. Tidying up testing and vf generation code

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Commits on Dec 21, 2023

  1. Have the inequality constraint test set up

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  2. Pulled the part of the poly value function that calculates S

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  3. Fixing several compatibility problems

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    kroppian committed Dec 21, 2023
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  4. Got a first version of polynomial inequality constraints working

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  5. Have the 2D version of the poly constraint working

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  6. Have a basic equality constraint working

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Commits on Dec 22, 2023

  1. Fixing the scipy optimization for polynomial value functions

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Commits on Jan 2, 2024

  1. Magically rewrote the S calc function after much head scratching

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Commits on Jan 3, 2024

  1. Have the product calculator working

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  2. Adding some dimensionality tests and squeezing S output

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Commits on Jan 4, 2024

  1. Fixing (untransposing) the linear value function, and adding +tests

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  2. Fixing errors in the S calculation

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  3. Updating testing data for the new utility function

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Commits on Jan 5, 2024

  1. Fixing a bug in the inequality constraint calcuation

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Commits on Jan 8, 2024

  1. I added bounds to the scipy opt, and pymoo optimization for poly vf

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  2. Making the optimization a bit quickier in a lazy way

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  3. Cleaning up the vf tester script

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Commits on Jan 9, 2024

  1. Making the result of the vf into a more complete result object

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  2. Added a maximization/minimization parameter to vf creation

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  3. Made minimization the default

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  4. Have the first basic version of a comparator working

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Commits on May 7, 2024

  1. Merge branch 'feature/linear-value-func' into develop

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  2. Have ZDT1 with the dashboard visualizer set up

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  3. Adding a class for PI-NSGA-II-VF

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  4. Selecting eta most scattered points + plotting

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Commits on May 14, 2024

  1. First swing at the rank prompt

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  2. Have VF optimization tied into the optimization with some crude plots

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  3. Fixing various issues with plotting

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  4. Allowing the user to see the solutions to choose among

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Commits on May 16, 2024

  1. Have the grey trail of previous generations working

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  2. Fixed the plotting scale

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Commits on May 21, 2024

  1. Fixing plotting plus first steps for validation

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  2. Adding a validation function

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  3. Hooked a custom dominator function into pi-nsga-ii

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  4. Pulling the vf dominator out of the pi-nsga-2 code

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  5. Now have the value function parameters hooked into the domination obj

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Commits on May 24, 2024

  1. Have things working... perhaps

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Commits on May 26, 2024

  1. Another max/min bug. (I think it's working!)

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Commits on Jul 1, 2024

  1. Adding updates from pico

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  2. Forgot to incorporate nds code as well

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Commits on Jul 2, 2024

  1. Adding a half-working domination graph

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  2. Fixing a bug with the value function dominance

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  3. Forgot some supporting code for the domination plot

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Commits on Jul 3, 2024

  1. Pairwise Comparison 

    added argument to pinsga2 to allow the user to pick either absolute or pairwise ranking, and implemented pairwise ranking in _prompt_for_ranks
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  2. Have VF and optimization methods integrated into the optimization

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  3. Updating the VF optimization from min to max

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  4. Adding hessian matrix for trust constraint method

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  5. Moving this to the pymoo example directory

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  6. Tidying up this exmaple code

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  7. Making methods non-static + some variable name tweaks

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  8. fixed flattening bug 

    now using offset to track rank for equivalent rankings
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  9. Freshing this up a bit

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  10. Removing min/max option

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Commits on Jul 5, 2024

  1. Threading a delta variable throughout the value function

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  2. Have partial ordering working

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Commits on Jul 9, 2024

  1. Added some skeleton code for an abstract class

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Commits on Jul 11, 2024

  1. AutomatedDM + documentation

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Commits on Jul 17, 2024

  1. Switched to proper ranking type

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  2. Tied rankings working

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  3. Incorporating chagnes to max eps, ranking, and validation

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Commits on Jul 18, 2024

  1. Fixing the index starting at 1 bug, + adding a final ranking message

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  2. Adding an option for choosing the display sign for prompts

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  3. Merge branch 'feature/pair-wise-comparator' of github.com:kroppian/py… 

    …moo-pi-emo into feature/pinsga2
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Commits on Jul 19, 2024

  1. Merge branch 'feature/automated-dm' of github.com:kroppian/pymoo-pi-e… 

    …mo into feature/pinsga2
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Commits on Jul 24, 2024

  1. AutomatedDM + pairwise ranking 

    can now auto rank by evaluating pairs of solutions instead of all, if wanted
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Commits on Jul 31, 2024

  1. Fixing yet another failed run falling through the cracks

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Commits on Aug 1, 2024

  1. Updated testing script

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  2. Merge branch 'pinsga2/pytest' of github.com:kroppian/pymoo-pi-emo int… 

    …o feature/pinsga2
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Commits on Aug 12, 2024

  1. Cleaning examples and helper code

    @kroppian
    kroppian committed Aug 12, 2024
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  2. Cleaning up temporary code changes

    @kroppian
    kroppian committed Aug 12, 2024
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Commits on Aug 13, 2024

  1. Fixing an infinite loop bug when no fit can be found

    @kroppian
    kroppian committed Aug 13, 2024
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  2. Have smarter warnings integrated into the algorithm

    @kroppian
    kroppian committed Aug 13, 2024
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  3. Fixing a bug with tau being hard coded

    @kroppian
    kroppian committed Aug 13, 2024
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  4. Polishing documentation

    @kroppian
    kroppian committed Aug 13, 2024
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  5. Removing the work-in-progress dashboard module for now

    @kroppian
    kroppian committed Aug 13, 2024
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Commits on Sep 5, 2024

  1. Remove Dominator from NDS

    @e-spinner
    e-spinner committed Sep 5, 2024
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Commits on Sep 17, 2024

  1. Custom VFSurvival for compilation bug 

    seems to work, need to visualize output to see of vf_nds and VFDominator are doing their job in this workaround.
    @e-spinner
    e-spinner committed Sep 17, 2024
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