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Non-dominated Sorting Genetic Algorithm-II
This code is implements the nondominated sorting genetic algorithm (NSGA-II) in the R statistical programming language. The function is theoretically applicable to any number of objectives without modification. The function automatically detects the number of objectives from the population matrix used in the function call. NSGA-II has been applied in ARS research for automatic calibration of hydrolgic models (whittaker link) and economic optimization (whittaker link). Resources in this dataset:Resource Title: Non-dominated Sorting Genetic Algorithm-II. File Name: Web Page, url: https://www.ars.usda.gov/research/software/download/?softwareid=393&modecode=20-72-05-00 download page
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"005:18"
]
|
| contactPoint |
{
"fn": "Whittaker, Gerald",
"hasEmail": "mailto:whittakg@onid.orst.edu"
}
|
| description | <p>This code is implements the nondominated sorting genetic algorithm (NSGA-II) in the R statistical programming language. The function is theoretically applicable to any number of objectives without modification. The function automatically detects the number of objectives from the population matrix used in the function call. NSGA-II has been applied in ARS research for automatic calibration of hydrolgic models (whittaker link) and economic optimization (whittaker link). </p><div><br>Resources in this dataset:</div><br><ul><li><p>Resource Title: Non-dominated Sorting Genetic Algorithm-II.</p> <p>File Name: Web Page, url: <a href="https://www.ars.usda.gov/research/software/download/?softwareid=393&modecode=20-72-05-00">https://www.ars.usda.gov/research/software/download/?softwareid=393&modecode=20-72-05-00</a> </p><p>download page</p></li></ul><p></p> |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "https://www.ars.usda.gov/research/software/download/?softwareid=393&modecode=20-72-05-00",
"mediaType": "text/html",
"downloadURL": "https://www.ars.usda.gov/research/software/download/?softwareid=393&modecode=20-72-05-00"
}
]
|
| identifier | 10113/AA22546 |
| keyword |
[
"algorithms",
"computer software",
"evolution",
"multi-criteria decision making",
"operations research",
"population size",
"progeny"
]
|
| license | https://creativecommons.org/publicdomain/zero/1.0/ |
| modified | 2024-02-13 |
| programCode |
[
"005:040"
]
|
| publisher |
{
"name": "Agricultural Research Service",
"@type": "org:Organization"
}
|
| title | Non-dominated Sorting Genetic Algorithm-II |
