標題: A Genetic Algorithm for Integration Planning of Assembly Operation and Machine Layout
作者: Chiang, C. J.
Che, Z. H.
Chiang, Tzu-An
Che, Zhen-Guo
資訊管理與財務金融系 註:原資管所+財金所
Department of Information Management and Finance
關鍵字: assembly operation;machine layout;genetic algorithm
公開日期: 2010
摘要: This study is intended to examine the issue regarding the integration of assembly operations and machine layouts. For this issue, we consider a scenario of multiple orders and therefore build up an optimized mathematical model of synchronous planning. In the study, we develop an optimization mathematical model that uses a genetic algorithm (GA) for finding solutions and identify the most proper parameter value that best fit the GA by means of the experimental design. Ultimately, we use a case for a methodological application and the result shows that the GA may effectively integrate assembly operations and machine layouts for finding solutions.
URI: http://hdl.handle.net/11536/134403
ISBN: 978-3-642-12164-7
ISSN: 0302-9743
期刊: COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2010, PT 2, PROCEEDINGS
Volume: 6017
起始頁: 533
結束頁: +
顯示於類別:會議論文