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ProbabilityOfFeasibility

scirs2_optimize::bayesian::constrained_bo

Struct ProbabilityOfFeasibility

pub struct ProbabilityOfFeasibility;

Expand description

Probability of Feasibility for a single constraint GP.

PoF_i(x) = P(g_i(x) <= 0) = Phi(-mu_i(x) / sigma_i(x))

Implementations§

impl ProbabilityOfFeasibility

pub fn evaluate( x: &ArrayView1<'_, f64>, constraint_gp: &GpSurrogate, ) -> OptimizeResult<f64>

Evaluate the probability that the constraint GP predicts g(x) <= 0.

pub fn joint( x: &ArrayView1<'_, f64>, constraint_gps: &[&GpSurrogate], ) -> OptimizeResult<f64>

Compute the joint probability of feasibility across multiple constraint GPs.

Auto Trait Implementations§

impl Freeze for ProbabilityOfFeasibility

impl RefUnwindSafe for ProbabilityOfFeasibility

impl Send for ProbabilityOfFeasibility

impl Sync for ProbabilityOfFeasibility

impl Unpin for ProbabilityOfFeasibility

impl UnsafeUnpin for ProbabilityOfFeasibility

impl UnwindSafe for ProbabilityOfFeasibility

Blanket Implementations§

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