Statements (18)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematical_concept
|
| gptkbp:category |
test function for optimization algorithms
|
| gptkbp:commonlyUsedDimension |
2
|
| gptkbp:definedIn |
real numbers
|
| gptkbp:dimensions |
n-dimensional
|
| gptkbp:form |
f(x, y) = -20 exp(-0.2 sqrt(0.5(x^2 + y^2))) - exp(0.5(cos(2πx) + cos(2πy))) + e + 20
|
| gptkbp:globalMinimumValue |
0
|
| gptkbp:hasGlobalMinimumAt |
(0,0)
|
| gptkbp:hasManyLocalMinima |
true
|
| https://www.w3.org/2000/01/rdf-schema#label |
Ackley function
|
| gptkbp:isMultimodal |
true
|
| gptkbp:isNonConvex |
true
|
| gptkbp:namedAfter |
gptkb:David_Ackley
|
| gptkbp:usedAs |
benchmark function
|
| gptkbp:usedIn |
gptkb:machine_learning
optimization |
| gptkbp:bfsParent |
gptkb:Particle_Swarm_Optimization
|
| gptkbp:bfsLayer |
8
|