Optimizing machining economics models of turning operations using the scatter search approach

被引:40
作者
Chen, MC
机构
[1] Natl Taipei Univ Technol, Dept Business Management, Taipei 106, Taiwan
[2] Natl Taipei Univ Technol, Inst Commerce Automat & Management, Taipei 106, Taiwan
关键词
D O I
10.1080/00207540410001666251
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Improving performance of metal-cutting operations can lead to considerable savings. In the area of machining optimization, the determination of optimal machining parameters is a substantial problem. The complexity of machining economics problems presents difficulties for some optimization techniques. Scatter search is one of the optimization techniques recently developed in the area of metaheuristics. It is a population-based methodology that shares features with evolutionary methods. It has proved highly successful when solving a diverse array of complex optimization problems. The paper focuses on the application of scatter search to resolve the machining economics models of turning operations. By using several turning models, the computational investigation of scatter search was done by comparison with other optimization methods. The experimental results show the effectiveness of scatter search in the machining economics problems.
引用
收藏
页码:2611 / 2625
页数:15
相关论文
共 25 条
[1]  
[Anonymous], 1997, Tabu Search
[2]   Tool paths and cutting technology in computer-aided process planning [J].
Boogert, RM ;
Kals, HJJ ;
vanHouten, FJAM .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 1996, 11 (03) :186-197
[3]   MAXIMUM RATE OF PROFIT CRITERIA IN MACHINING [J].
BOOTHROYD, G ;
RUSEK, P .
JOURNAL OF ENGINEERING FOR INDUSTRY-TRANSACTIONS OF THE ASME, 1976, 98 (01) :217-220
[4]   A simulated annealing approach for optimization of multi-pass turning operations [J].
Chen, MC ;
Tsai, DM .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1996, 34 (10) :2803-2825
[5]   Optimization of multipass turning operations with genetic algorithms: a note [J].
Chen, MC ;
Chen, KY .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2003, 41 (14) :3385-3388
[6]   Optimization of machining conditions for turning cylindrical stocks into continuous finished profiles [J].
Chen, MC ;
Su, CT .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1998, 36 (08) :2115-2130
[7]   Effectiveness of a geometric programming algorithm for optimization of machining economics models [J].
Choi, JC ;
Bricker, DL .
COMPUTERS & OPERATIONS RESEARCH, 1996, 23 (10) :957-961
[8]   EVALUATION OF OPTIMIZATION METHODS FOR MACHINING ECONOMICS MODELS - REJOINDER [J].
DUFFUAA, SO ;
SHUAIB, AN .
COMPUTERS & OPERATIONS RESEARCH, 1995, 22 (02) :249-250
[9]   EVALUATION OF OPTIMIZATION METHODS FOR MACHINING ECONOMICS MODELS [J].
DUFFUAA, SO ;
SHUAIB, AN ;
ALAM, M .
COMPUTERS & OPERATIONS RESEARCH, 1993, 20 (02) :227-237
[10]   OPTIMIZATION OF CONSTRAINED MACHINING ECONOMICS PROBLEM BY GEOMETRIC PROGRAMMING [J].
ERMER, DS .
JOURNAL OF ENGINEERING FOR INDUSTRY, 1971, 93 (04) :1067-&