JOURNAL ARTICLE

DESIGN OPTIMIZATION OF MECHANICAL SYSTEMS USING GENETIC ALGORITHMS

Hamit Saruhanİlyas Uygur

Year: 2003 Journal:   DergiPark (Istanbul University) Vol: 7 (2)Pages: 77-84   Publisher: Istanbul University

Abstract

This papeı- prcsents an algorithnı foı· thedesign of minimum weight of speed reducer., geartrain, subject to a specificd set of constraints. Thestudy is p rimari1y aimed to expose the potential ofgenetic algorithms, to discuss their applicationcapabilities, and to show the concept of thesealgorithms as optiınization techniques an d theirscope of application by implementing them to thespeed reducer. Results obtained for the minimum\\Veight of speed reducer are prescnted to provideinsight into the capabilities of these tecbniques.Genetic algorithms are efficient search techniqucswhich are inspircd fronı natural genetics selectionprocess to cxplore a given search space.

Keywords:
Reducer Genetic algorithm Scope (computer science) Computer science Algorithm Selection (genetic algorithm) Set (abstract data type) Process (computing) Mathematical optimization Space (punctuation) Engineering Artificial intelligence Mathematics Machine learning Mechanical engineering

Metrics

16
Cited By
0.69
FWCI (Field Weighted Citation Impact)
0
Refs
0.76
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Mechanical and Thermal Properties Analysis
Physical Sciences →  Engineering →  Mechanical Engineering

Related Documents

JOURNAL ARTICLE

DESIGN OPTIMIZATION OF MECHANICAL SYSTEMS USING GENETIC ALGORITHMS

Hamit SARUHANİlyas UYGUR

Journal:   DOAJ (DOAJ: Directory of Open Access Journals) Year: 2003
JOURNAL ARTICLE

Optimization design of multibody systems by using genetic algorithms

Sélim DatoussaïdRabah HadjitOlivier VerlindenC. Conti

Journal:   Vehicle System Dynamics Year: 1998 Vol: 29 (sup1)Pages: 704-710
JOURNAL ARTICLE

Optimization design of multibody systems by using genetic algorithms

S. DatoussaïdR. HadjitO. VerlindenC. Conti

Journal:   Vehicle System Dynamics Year: 1997 Vol: 29 (1)Pages: 704-710
JOURNAL ARTICLE

A New Fuzzy Systems Design and Optimization Approach Using Genetic Algorithms

Pietro CuomoLuigi Di Lascio

Journal:   Proceedings of ... IEEE International Conference on Fuzzy Systems Year: 2007 Vol: 4 Pages: 1-6
© 2026 ScienceGate Book Chapters — All rights reserved.