MLchartDataset catalogue

Metaheuristic

Term · Computing and IT · MLC-T-CMP-001500

A high-level procedural framework that guides a search process to find sufficiently good solutions to complex computational problems, especially when exact methods are too slow or impractical. These algorithms do not guarantee an optimal solution but aim to provide a near-optimal one within a reasonable amount of time. Examples include genetic algorithms, simulated annealing, and particle swarm intelligence, which are often applied to NP-hard problems.

Table 1. Record
IdentifierMLC-T-CMP-001500
FieldComputing and IT
SubjectTechnical
Record as JSON
{
  "id": "MLC-T-CMP-001500",
  "term": "Metaheuristic",
  "field": "Computing and IT",
  "definition": "A high-level procedural framework that guides a search process to find sufficiently good solutions to complex computational problems, especially when exact methods are too slow or impractical. These algorithms do not guarantee an optimal solution but aim to provide a near-optimal one within a reasonable amount of time. Examples include genetic algorithms, simulated annealing, and particle swarm intelligence, which are often applied to NP-hard problems.",
  "subject": "Technical",
  "url": "https://mlchart.com/terminology/computing/metaheuristic/"
}

Record 816 of 1,553 in Computing and IT terminology (MLC-0101). Request the full dataset.