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Correlated Instances for Multiobjective Assignment and Knapsack Problems

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{
  "DOI": "10.48623/aperta.228302", 
  "abstract": "<p>This&nbsp;data set contains problem instances for multiobjective knapsack and assignment problems with three objective functions. The data generation scheme builds on the base case &nbsp;that consists of uncorrelated instances&nbsp;described in&nbsp;http://home.ku.edu.tr/~moolibrary/. Here, the objective function coefficients (knapsack, assignment) &nbsp;and&nbsp; constraint coefficients (knapsack)&nbsp;&nbsp;display certain levels of positive correlation. The details of the data generation scheme used is given in the document description.pdf. &nbsp;</p>\n\n<p>Knapsack problem instances&nbsp;&nbsp;have&nbsp;three objective functions, &nbsp; 25, 50, 75, 100 objects, 4 levels of correlation&nbsp;(10 in each category).</p>\n\n<p>Assignment problem instances&nbsp;&nbsp;have&nbsp;three objective functions, &nbsp;5,10,...,50&nbsp;objects, 4 levels of correlation&nbsp;(10 in each category).</p>", 
  "author": [
    {
      "family": "Serpil Say\u0131n"
    }
  ], 
  "id": "228303", 
  "issued": {
    "date-parts": [
      [
        2022, 
        6, 
        7
      ]
    ]
  }, 
  "language": "eng", 
  "title": "Correlated Instances for Multiobjective Assignment and Knapsack Problems", 
  "type": "dataset"
}
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