Miesmuschel Multiobjective

[mb706]

implements:

• multicrit (closes #4)
• tournament Filtor
• repr
• $packages slot for operators
• sequential operators (mut, rec, sel) (closes #33)
• Scalor (closes #36)
• mies_generate_offspring optionally does not shuffle (closes #48)
• adds operators (see #15):
  • sequential op
  • DomHV selector
  • nondom sorting selector
• scaling fitnesses (closes #50)

[mb706]

TODO list:

• [x] ~Implement ScalorTransform~
• [x] ~Implement ScalorHVContrib~
• [x] ~Implement ScalorCrowdingDistance~
• [x] Implement ScalorAggregate
• [x] Implement ScalorDomcount
• [x] Implement domhv_contribution
• [x] Use Scalor in SelectorBest
• [x] Adapt Test FiltorSurrogateProgressive
• [x] Autotest for Scalor
• [x] Autotest Scalor Dictionary
• [x] Autotest repr
• [ ] Does RecombinatorSequential allow_lcm_packing cause problems?
• [x] Autotest dict_shortaccess
• [ ] Autotest packages
• [ ] Test domhv_contribution
• [ ] Test domhv
• [ ] Test nondominated
• [ ] Test order_nondominated
• [ ] Test dist_crowding
• [ ] Test FiltorSurrogate multicrit
• [ ] Test FiltorSurrogateTournament
• [ ] Test RecombinatorSequential
• [ ] Test SelectorSequential
• [ ] Test SelectorNull
• [ ] Test MutatorSequential
• [ ] Test ScalorCrowdingDistance
• [ ] Test ScalorAggregate
• [ ] Test ScalorDomcount
• [ ] Test ScalorHVContrib
• [ ] Test ScalorNondom
• [x] Test ScalorOne
• [ ] Test ScalorProxy
• [ ] Test ScalorTransform
• [ ] Test shuffle_after_select in mies_generate_offspring
• [ ] Adapt Example FiltorSurrogateProgressive
• [ ] Example for FiltorSurrogateTournament
• [ ] Example for SelectorMaybe
• [ ] Example for SelectorSequential
• [x] Example for MutatorSequential
• [x] Example for RecombinatorSequential
• [ ] Example for dist_crowding
• [ ] Example for order_nondominated
• [ ] Example for domhv_contribution
• [ ] Refactor order_nondominated: binary front splitting
• [x] document missing functions and arguments

[codecov[bot]]

Codecov Report

Merging #59 (2898fbb) into master (14bdef4) will decrease coverage by 29.29%. The diff coverage is 51.43%.

:exclamation: Current head 2898fbb differs from pull request most recent head 1399987. Consider uploading reports for the commit 1399987 to get more accurate results

@@             Coverage Diff              @@
##            master      #59       +/-   ##
============================================
- Coverage   100.00%   70.70%   -29.30%     
============================================
  Files           34       57       +23     
  Lines         1288     2420     +1132     
============================================
+ Hits          1288     1711      +423     
- Misses           0      709      +709     

Impacted Files	Coverage Δ
R/utils_mo.R	0.00% <0.00%> (ø)
R/SelectorTournament.R	15.21% <15.21%> (ø)
R/ScalorProxy.R	21.05% <21.05%> (ø)
R/SelectorMaybe.R	23.30% <23.30%> (ø)
R/repr.R	25.38% <25.38%> (ø)
R/ScalorFixedProjections.R	25.75% <25.75%> (ø)
R/FiltorSurrogateTournament.R	25.92% <25.92%> (ø)
R/ScalorNondom.R	31.03% <31.03%> (ø)
R/SelectorSequential.R	36.36% <36.36%> (ø)
R/ScalorAggregate.R	41.66% <41.66%> (ø)
... and 47 more

Help us with your feedback. Take ten seconds to tell us how you rate us. Have a feature suggestion? Share it here.