Name
Title | ||
|---|---|---|
Merits of using chromosome representations and shadow chromosomes in genetic algorithms for solving scheduling problems |
Abstract | ||
|---|---|---|
•Chromosome representation in genetic algorithm (GA) is important but rarely examined.•In modeling chromosome representation, incomplete scheme might be better than complete scheme.•Using incomplete scheme, the mapping from chromosome to solution may not be invertible.•Shadow chromosomes are heuristically generated by quality solutions, not by genetic operators.•GAs with shadow chromosomes and incomplete scheme might be better in solving high-dimensional space search problem. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1016/j.rcim.2019.01.005 | Robotics and Computer-Integrated Manufacturing |
Keywords | DocType | Volume |
Genetic algorithm,Chromosome representation,Shadow chromosome,Scheduling and preventive maintenance | Journal | 58 |
ISSN | Citations | PageRank |
0736-5845 | 1 | 0.35 |
References | Authors | |
0 | 3 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Chi-Shiuan Lin | 1 | 6 | 0.76 |
| I-Ling Lee | 2 | 1 | 0.35 |
| Muh-Cherng Wu | 3 | 227 | 16.58 |