1
Introduction
1.1
About our supplemental material
1.2
Contributing authors
1.3
Computer Setup
1.4
Experimental setup
2
Truncation selection
2.1
Data setup
2.2
Exploitation rate results
2.2.1
Performance over time
2.2.2
Generation satisfactory solution found
2.3
Ordered exploitation results
2.3.1
Performance over time
2.3.2
Generation satisfactory solution found
2.4
Contradictory objectives results
2.4.1
Activation gene coverage over time
2.4.2
Final activation gene coverage
2.4.3
Satisfactory trait coverage over time
2.4.4
Final satisfactory trait coverage
2.5
Multi-path exploration results
2.5.1
Activation gene coverage over time
2.5.2
Final activation gene coverage
2.5.3
Performance over time
2.5.4
Best performance throughout
3
Tournament selection
3.1
Data setup
3.2
Exploitation rate results
3.2.1
Performance over time
3.2.2
Generation satisfactory solution found
3.3
Ordered exploitation results
3.3.1
Performance over time
3.3.2
Generation satisfactory solution found
3.4
Contradictory objectives results
3.4.1
Activation gene coverage over time
3.4.2
Final activation gene coverage
3.4.3
Satisfactory trait coverage over time
3.4.4
Final satisfactory trait coverage
3.5
Multi-path exploration results
3.5.1
Activation gene coverage over time
3.5.2
Final activation gene coverage
3.5.3
Performance over time
3.5.4
Best performance throughout
4
Genotypic fitness sharing
4.1
Data setup
4.2
Exploitation rate results
4.2.1
Performance over time
4.2.2
Best performance throughout
4.3
Ordered exploitation results
4.3.1
Performance over time
4.3.2
Best performance throughout
4.4
Contradictory objectives results
4.4.1
Activation gene coverage over time
4.4.2
Final activation gene coverage
4.4.3
Satisfactory trait coverage over time
4.4.4
Final satisfactory trait coverage
4.5
Multi-path exploration results
4.5.1
Activation gene coverage over time
4.5.2
Final activation gene coverage
4.5.3
Performance over time
4.5.4
Best performance throughout
5
Phenotypic fitness sharing
5.1
Data setup
5.2
Exploitation rate results
5.2.1
Performance over time
5.2.2
Best performance throughout
5.3
Ordered exploitation results
5.3.1
Performance over time
5.3.2
Best performance throughout
5.4
Contradictory objectives results
5.4.1
Activation gene coverage over time
5.4.2
Final activation gene coverage
5.4.3
Satisfactory trait coverage over time
5.4.4
Final satisfactory trait coverage
5.5
Multi-path exploration results
5.5.1
Activation gene coverage over time
5.5.2
Final activation gene coverage
5.5.3
Performance over time
5.5.4
Best performance throughout
6
Nondominated sorting
6.1
Data setup
6.2
Exploitation rate results
6.2.1
Performance over time
6.2.2
Best performance throughout
6.3
Ordered exploitation results
6.3.1
Performance over time
6.3.2
Best performance throughout
6.4
Contradictory objectives results
6.4.1
Activation gene coverage over time
6.4.2
Final activation gene coverage
6.4.3
Satisfactory trait coverage over time
6.4.4
Final satisfactory trait coverage
6.5
Multi-path exploration results
6.5.1
Activation gene coverage over time
6.5.2
Final activation gene coverage
6.5.3
Performance over time
6.5.4
Best performance throughout
7
Novelty search
7.1
Data setup
7.2
Exploitation rate results
7.2.1
Performance over time
7.2.2
Best performance throughout
7.3
Ordered exploitation results
7.3.1
Performance over time
7.3.2
Best performance throughout
7.4
Contradictory objectives results
7.4.1
Activation gene coverage over time
7.4.2
Final activation gene coverage
7.4.3
Satisfactory trait coverage over time
7.4.4
Final satisfactory trait coverage
7.5
Multi-path exploration results
7.5.1
Activation gene coverage over time
7.5.2
Final activation gene coverage
7.5.3
Performance over time
7.5.4
Best performance throughout
References
Published with ❤ and bookdown
Supplemental Material: Selection Scheme Parameter Sweep Base Diagnostics
References