asher-k TransientTerminalGP issues

asher-k / TransientTerminalGP

Project undertaken for the VUW Summer Scholars programme. Provides an implementation of a novel genetic operator called the Transient Terminal Set.

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issues

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Evolution should report Training fitness of individuals

#28 asher-k closed 3 years ago
0
Balanced Individual for Bike Dataset throws ValueError

#27 asher-k closed 3 years ago
0
NSGA-II incorrectly implemented

#26 asher-k closed 3 years ago
0
TTS hardcoded for minimization problems

#25 asher-k opened 3 years ago
0
TTS Subtree Inclusion considers non-Pareto improvements

#24 asher-k closed 3 years ago
0
TTS Subtree Inclusion Threshold results in Poor Subtrees when fitness change is large

#23 asher-k closed 3 years ago
2
TTS hardcoded to 2d MO Fitness

#22 asher-k closed 3 years ago
1
HOF & Population updates occur after log output

#21 asher-k closed 3 years ago
0
Genetic Operations are not exclusive

#20 asher-k closed 3 years ago
0
Bloat control fails to prevent trees with depth > 90

#19 asher-k closed 3 years ago
6
Pareto Front members are removed from population

#18 asher-k closed 3 years ago
0
Mean approach for subtree inclusion susceptible to outliers

#17 asher-k closed 3 years ago
2
Log recordings require improvement

#16 asher-k closed 3 years ago
1
Complexity measure does not accurately define complexity

#15 asher-k closed 3 years ago
0
'Best' solution is not the 'balanced' solution

#14 asher-k closed 3 years ago
2
Solution fitness may be incorrectly reported

#13 asher-k closed 3 years ago
3
Genetic Operator probabilities do not sum to 1

#12 asher-k closed 3 years ago
0
Elitism selects random individuals

#11 asher-k closed 3 years ago
0
Test scripts require manual adjustment prior to experiment

#10 asher-k closed 3 years ago
0
Performance issues when transient mutation probability is high

#9 asher-k closed 3 years ago
3
Dataset files are hardcoded prior to execution

#8 asher-k closed 3 years ago
0
Image saving should be automatic

#7 asher-k closed 3 years ago
0
Members of TTS can be None

#6 asher-k closed 3 years ago
1
Tree Prefixing does not take identical mutations into account

#5 asher-k closed 3 years ago
2
Subtree removal does not correctly remove trees from the TTS

#4 asher-k closed 3 years ago
2
Feature names are hardcoded in display

#3 asher-k closed 3 years ago
0
Graphviz tree displays numbered args

#2 asher-k closed 3 years ago
0
Tree Drawing Requires Graphviz Layout

#1 asher-k closed 3 years ago
0