Name
Title | ||
|---|---|---|
Multiobjective Evolutionary Algorithm Based on Nondominated Sorting and Bidirectional Local Search for Big Data. |
Abstract | ||
|---|---|---|
The improved differential evolutionary algorithm (EA) discussed in this paper is used to solve high-dimensional big data. Specifically, the algorithm improves population diversity by expanding the searching scope of the population, prevents premature deaths of the population through wider and more specific searches, and aims to solve the high-dimensional issue. To achieve this improvement goal, th... |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1109/TII.2017.2677939 | IEEE Transactions on Industrial Informatics |
Keywords | Field | DocType |
Sociology,Statistics,Sorting,Optimization,Big data,Evolutionary computation,Genetic algorithms | Population,Mathematical optimization,Evolutionary algorithm,Computer science,Evolutionary computation,Beam search,Algorithm,Sorting,Local search (optimization),Sorting algorithm,Genetic algorithm | Journal |
Volume | Issue | ISSN |
13 | 4 | 1551-3203 |
Citations | PageRank | References |
1 | 0.37 | 31 |
Authors | ||
6 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Fan Lin | 1 | 67 | 15.98 |
| Jiasong Zeng | 2 | 1 | 0.37 |
| Jianbing Xiahou | 3 | 25 | 5.42 |
| Beizhan Wang | 4 | 8 | 4.25 |
| Wenhua Zeng | 5 | 136 | 14.83 |
| Haibin Lv | 6 | 76 | 9.05 |