Spectral three-term constrained conjugate gradient algorithm for function minimizations (Q2294136)

From MaRDI portal
scientific article
Language Label Description Also known as
English
Spectral three-term constrained conjugate gradient algorithm for function minimizations
scientific article

    Statements

    Spectral three-term constrained conjugate gradient algorithm for function minimizations (English)
    0 references
    0 references
    0 references
    0 references
    10 February 2020
    0 references
    Summary: In this work, we tend to deal within the field of the constrained optimization methods of three-term Conjugate Gradient (CG) technique which is primarily based on Dai-Liao (DL) formula. The new proposed technique satisfies the conjugacy property and the descent conditions of Karush-Kuhn-Tucker (K.K.T.). Our planned constrained technique uses the robust Wolfe line search condition with some assumptions. We tend to prove the global convergence property of the new planned technique. Numeral comparisons for (30-thirty) constrained optimization issues make sure the effectiveness of the new planned formula.
    0 references

    Identifiers

    0 references
    0 references
    0 references
    0 references
    0 references
    0 references
    0 references