benchmarkfcns.multifidelity.borehole

benchmarkfcns.multifidelity.borehole(arg0: Annotated[numpy.typing.NDArray[numpy.float64], '[m, n]', 'flags.c_contiguous']) → Annotated[numpy.typing.NDArray[numpy.float64], '[m, n]']

Computes the value of the multi-fidelity Borehole function. SCORES = borehole(X) computes the value of the Borehole function at point X. multifidelity.borehole accepts a matrix of size M-by-8 and returns a matrix SCORES of size M-by-2. Properties (High-fidelity):

  • Dimensions: 8

  • Recommended domain: rw in [0.05, 0.15], r in [100, 50000], Tu in [63070, 115600], Hu in [990, 1110], Tl in [63.1, 116], Hl in [700, 820], L in [1120, 1680], Kw in [9855, 12045].

Mathematical Definition

Visualization

borehole landscape