Name
Title | ||
|---|---|---|
Multi-Objective Protein Encoding: Redefinition of the Problem, New Problem-aware Operators, and Approach based on Variable Neighborhood Search |
Abstract | ||
|---|---|---|
•The protein encoding is an important task in bioinformatics.•We propose MOVNS and new problem-aware mutation operators.•We introduce improvements in the definition of this multi-objective problem.•We assess our approach over eleven real-world protein datasets.•We compare with the existing related work, obtaining better results. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1016/j.ins.2019.05.088 | Information Sciences |
Keywords | Field | DocType |
Variable Neighborhood Search,Multi-objective problem,Protein encoding,Design of multiple genes,Protein-coding sequence (CDS) | Genome,ENCODE,Variable neighborhood search,Artificial intelligence,Operator (computer programming),Machine learning,Mathematics,Synthetic biology,Encoding (memory),Mutation operator | Journal |
Volume | ISSN | Citations |
500 | 0020-0255 | 0 |
PageRank | References | Authors |
0.34 | 0 | 3 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Belen Gonzalez-Sanchez | 1 | 1 | 0.71 |
| Miguel A. Vega-Rodríguez | 2 | 741 | 113.05 |
| Sergio Santander-Jiménez | 3 | 58 | 15.11 |