MLchartDataset catalogue

Multiobjective optimization

Term · Chemistry · MLC-T-CHM-007648

A computational approach that seeks to find the best compromise solutions when several conflicting objectives must be satisfied simultaneously. It involves exploring a set of solutions where no single solution is superior to all others across all objectives. The result is a set of Pareto optimal solutions, representing trade-offs between the competing goals.

Table 1. Record
IdentifierMLC-T-CHM-007648
FieldChemistry
SubjectChemistry and Human Health
ReferencesPAC, 2016, 88, 239. 'Glossary of terms used in computational drug design, part II (IUPAC Recommendations 2015)' on page 251 (https://doi.org/10.1515/pac-2012-1204)
See alsoPareto front; Pareto optimization
Record as JSON
{
  "id": "MLC-T-CHM-007648",
  "term": "Multiobjective optimization",
  "field": "Chemistry",
  "definition": "A computational approach that seeks to find the best compromise solutions when several conflicting objectives must be satisfied simultaneously. It involves exploring a set of solutions where no single solution is superior to all others across all objectives. The result is a set of Pareto optimal solutions, representing trade-offs between the competing goals.",
  "subject": "Chemistry and Human Health",
  "see_also": [
    "Pareto front",
    "Pareto optimization"
  ],
  "references": [
    "PAC, 2016, 88, 239. 'Glossary of terms used in computational drug design, part II (IUPAC Recommendations 2015)' on page 251 (https://doi.org/10.1515/pac-2012-1204)"
  ],
  "url": "https://mlchart.com/terminology/chemistry/multiobjective-optimization/"
}

Record 8,113 of 13,676 in Chemistry terminology (MLC-0109). Request the full dataset.