Lipschitzian optimization without the Lipschitz constant. Jones, D. R, Perttunen, C. D., & Stuckman, B. E. Journal of Optimization Theory and Application, 79(1):157–181, October, 1993.
doi  bibtex   
@Article{Jones1993a,
    author      = {Jones, D. R and Perttunen, C. D. and Stuckman, B. E.},
    title       = {{Lipschitzian} optimization without the {Lipschitz} constant},
    doi         = {10.1007/BF00941892},
    journal     = {Journal of Optimization Theory and Application},
    month       = {October},
    number      = {1},
    pages       = {157--181},
    volume      = {79},
    year        = {1993}
}

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