Application of Golden Sine Algorithm in Hydrogeological Parameter Optimization
To improve the accuracy of hydrogeological parameters, this paper conducts the simulationverification of golden sine algorithm (Gold-SA) algorithm by six standard test functions andcompares the simulation results with that of the particle swarm optimization (PSO) algorithm, andtaking two pumping tes...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Office of Pearl River
2020-01-01
|
| Series: | Renmin Zhujiang |
| Subjects: | |
| Online Access: | http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2020.06.019 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1841535580343631872 |
|---|---|
| author | ZHOU Yourong LI Na ZHOU Fahui |
| author_facet | ZHOU Yourong LI Na ZHOU Fahui |
| author_sort | ZHOU Yourong |
| collection | DOAJ |
| description | To improve the accuracy of hydrogeological parameters, this paper conducts the simulationverification of golden sine algorithm (Gold-SA) algorithm by six standard test functions andcompares the simulation results with that of the particle swarm optimization (PSO) algorithm, andtaking two pumping test data as examples, optimizes two key parameters, i.e. transmissivitycoefficient and storage coefficient of theis formula by the Gold-SA algorithm and compares theresults with that of the PSO algorithm, wiring method and literature method. The results show thatthe Gold-SA algorithm has better optimization accuracy for the six selected standard testfunctions than the PSO algorithm, with better optimization accuracy and global search ability. Andthe optimization accuracy of Gold-SA algorithm for the transmissivity coefficient and storagecoefficient of the two examples is better than PSO algorithm, wiring method and literature method.Therefore, it is feasible and effective to apply the Gold-SA algorithm for the optimization ofhydrogeological parameters. |
| format | Article |
| id | doaj-art-d2bae136d99d4ab09754922e035e385f |
| institution | Kabale University |
| issn | 1001-9235 |
| language | zho |
| publishDate | 2020-01-01 |
| publisher | Editorial Office of Pearl River |
| record_format | Article |
| series | Renmin Zhujiang |
| spelling | doaj-art-d2bae136d99d4ab09754922e035e385f2025-01-15T02:31:30ZzhoEditorial Office of Pearl RiverRenmin Zhujiang1001-92352020-01-014147652108Application of Golden Sine Algorithm in Hydrogeological Parameter OptimizationZHOU YourongLI NaZHOU FahuiTo improve the accuracy of hydrogeological parameters, this paper conducts the simulationverification of golden sine algorithm (Gold-SA) algorithm by six standard test functions andcompares the simulation results with that of the particle swarm optimization (PSO) algorithm, andtaking two pumping test data as examples, optimizes two key parameters, i.e. transmissivitycoefficient and storage coefficient of theis formula by the Gold-SA algorithm and compares theresults with that of the PSO algorithm, wiring method and literature method. The results show thatthe Gold-SA algorithm has better optimization accuracy for the six selected standard testfunctions than the PSO algorithm, with better optimization accuracy and global search ability. Andthe optimization accuracy of Gold-SA algorithm for the transmissivity coefficient and storagecoefficient of the two examples is better than PSO algorithm, wiring method and literature method.Therefore, it is feasible and effective to apply the Gold-SA algorithm for the optimization ofhydrogeological parameters.http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2020.06.019golden sine algorithmhydrogeological parameterpumping testoptimization |
| spellingShingle | ZHOU Yourong LI Na ZHOU Fahui Application of Golden Sine Algorithm in Hydrogeological Parameter Optimization Renmin Zhujiang golden sine algorithm hydrogeological parameter pumping test optimization |
| title | Application of Golden Sine Algorithm in Hydrogeological Parameter Optimization |
| title_full | Application of Golden Sine Algorithm in Hydrogeological Parameter Optimization |
| title_fullStr | Application of Golden Sine Algorithm in Hydrogeological Parameter Optimization |
| title_full_unstemmed | Application of Golden Sine Algorithm in Hydrogeological Parameter Optimization |
| title_short | Application of Golden Sine Algorithm in Hydrogeological Parameter Optimization |
| title_sort | application of golden sine algorithm in hydrogeological parameter optimization |
| topic | golden sine algorithm hydrogeological parameter pumping test optimization |
| url | http://www.renminzhujiang.cn/thesisDetails#10.3969/j.issn.1001-9235.2020.06.019 |
| work_keys_str_mv | AT zhouyourong applicationofgoldensinealgorithminhydrogeologicalparameteroptimization AT lina applicationofgoldensinealgorithminhydrogeologicalparameteroptimization AT zhoufahui applicationofgoldensinealgorithminhydrogeologicalparameteroptimization |