Title :
Direct algorithm and its application to slider air bearing surface optimization
Author :
Hong Zhu ; Bogy, D.B.
Author_Institution :
Dept. of Mech. Eng., California Univ., Berkeley, CA, USA
Abstract :
Summary form only given. Slider air bearing surface (ABS) designs that satisfy very strict multi-objective goals are of great importance for magnetic hard disk drives. Finding such optimal designs is a strongly nonlinear problem. In slider ABS optimization, the evaluation of the objective function for every single sample design takes substantial computation time. It is desirable to reduce the number of sample designs evaluated without losing the global property of the optimization algorithm. In this paper, we make use of the DIRECT (DIviding RECTangle) optimization technique, which is a deterministic global optimization technique developed by Jones et al. (1993) and which is used to find the minimum of a Lipschitz continuous function without knowing the Lipschitz constant.
Keywords :
disc drives; hard discs; optimisation; DIRECT; Lipschitz continuous function; computation time; direct algorithm; dividing rectangle optimization technique; global property; magnetic hard disk drives; multi-objective goals; objective function; sample designs; slider air bearing; strongly nonlinear problem; surface optimization; Algorithm design and analysis; Application software; Design optimization; Equations; Hard disks; Laboratories; Magnetic levitation; Mechanical engineering; Performance evaluation; Testing;
Conference_Titel :
Magnetics Conference, 2002. INTERMAG Europe 2002. Digest of Technical Papers. 2002 IEEE International
Conference_Location :
Amsterdam, The Netherlands
Print_ISBN :
0-7803-7365-0
DOI :
10.1109/INTMAG.2002.1001042