eprintid: 4451
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/00/44/51
datestamp: 2023-11-09 16:16:08
lastmod: 2023-11-09 16:16:08
status_changed: 2023-11-09 15:58:28
type: article
metadata_visibility: show
creators_name: Lemma, T.A.
creators_name: Fakhruldin, M.H.
title: Size optimization using normalized radial basis function and bat algorithm
ispublished: pub
keywords: Ansys workbenches; Bat algorithms; Complex problems; Latin hypercube sampling; Mechanical parts; Normalized radial basis functions; Radial basis functions; Size optimization, Algorithms; Complex networks; Computer aided design; Industrial engineering; Industrial research; Optimization; Radial basis function networks, Loading
note: cited By 0; Conference of 1st International Materials, Industrial, and Manufacturing Engineering Conference, MIMEC 2013 ; Conference Date: 4 December 2013 Through 6 December 2013; Conference Code:101778
abstract: This paper is intended to demonstrate the use of normalized radial basis function (NRBF) network and Bat Algorithm (BA) for size optimization of a mechanical part under static loading. The data needed for developing the NRBF model is generated simulating a parameterized CAD model in ANSYS Workbench 14.5. Plausible input data for the CAD model is created using Latin Hypercube Sampling (LHS) method. A torque arm is considered to proof the concept. The comparison between the result obtained from the proposed method and the solution from ANSYS Workbench itself shows that, the NRBF-BA model is indeed effective in providing a reasonable solution for a moderately complex problem. © (2014) Trans Tech Publications, Switzerland.
date: 2014
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-84891524384&doi=10.4028%2fwww.scientific.net%2fAMR.845.631&partnerID=40&md5=246f318b5d70f350bdbaf51c8ebf6314
id_number: 10.4028/www.scientific.net/AMR.845.631
full_text_status: none
publication: Advanced Materials Research
volume: 845
place_of_pub: Johor Bahru
pagerange: 631-636
refereed: TRUE
isbn: 9783037859360
issn: 10226680
citation:   Lemma, T.A. and Fakhruldin, M.H.  (2014) Size optimization using normalized radial basis function and bat algorithm.  Advanced Materials Research, 845.  pp. 631-636.  ISSN 10226680