Detection method of printed circuit board components based on chaotic optimization algorithm

Yi Qi Yi Biao Xue Bao/Chinese Journal of Scientific Instrument

Volumn 31, Issue 2, 2010, Pages 410-415

  Wang, Yaonan ^a   Liu, Liangjiang ^a   Zhou, Bowen ^a   Zhang, Hui ^a  

^a HUNAN UNIVERSITY   (China)

Author keywords

Chaotic optimization algorithm; Correlation coefficient; PCB component; Template matching; Visual inspection

Indexed keywords

AUTO-DETECTION; CHAOTIC OPTIMIZATION ALGORITHM; CORRELATION COEFFICIENT; DETECTION METHODS; ELECTRONIC MANUFACTURING; IMAGE CORRELATIONS; IMAGE TEMPLATE MATCHING; MATCHING SPEED; REAL PICTURES; VISUAL INSPECTION; WHOLE PROCESS;

ALGORITHMS; CHAOS THEORY; OPTICAL VARIABLES MEASUREMENT; OPTIMIZATION; PRINTED CIRCUIT MANUFACTURE; TEMPLATE MATCHING; VISUAL COMMUNICATION;

PRINTED CIRCUIT BOARDS;

EID: 77950988276     PISSN: 02543087     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. Lu CH H, Xu SH H, Liu CH. Application of digital image process in the detection of printed circuit board[J]. Chinese Journal of Scientific Instrument, 2001 22(Suppl.4): 426-429.
2. Fan X T, Xia Y R. The Algorithmic research of digital image process in detection of PCB board[J]. Computer Engineering and Applications, 2004, 40(13): 91-93.
3. Li D, Yu Ch F. The application of genetic algorithm in detecting printed circuit board components[J]. Journal of Fudan University: Natural Science, 2006, 45(4): 452-456.
4. Wang T, Yu CH F. A Modified particle swarm optimization algorithm and its application in detecting printed circuit board components[J]. Microelectronics & Computer, 2007, 24(12): 213-216.
5. Tavazoei M S, Haeri M. An optimization algorithm based on chaotic behavior and fractal nature[J]. Journal of Computational and Applied Mathematics, 2007, 206(2): 1070-1081.
6. Shan L, Qiang H, Li J, et al. Chaotic optimization algorithm based on Tent map[J]. Control and Decision, 2005, 20(2): 179-182.
7. Wang L X. Chaos optimization method and its application on 0/1 knapsack problem[J]. Chinese Journal of Scientific Instrument, 2006, 27(Suppl.3): 2344-2345.
8. Han F, Wang SH X, Guo X B. Study of chaotic optimization method for power system economic load dispatch[J]. Chinese Journal of Scientific Instrument, 2005, 26(8Suppl.): 772-777.
9. Yuan X F. Intelligent control theory and method for complex generator system[D]. Changsha, Hunan University, 2008: 131-133.
10. Nelder J A, Mead R. A simplex method for function mini-mization[J]. The Computer Journal, 1965, 7(4): 308-313.
11. Splendley W, Hext G R, Himsworth F R. Seqauential application of simplex designs in optimisation and evolutinary operation[J]. Technometrics, 1962 (4):441-461.
12. Peter H, Anders G. Design and evaluation of an effective modified simplex method[J]. Analytica Chimica Acta, 1999, 391:257-267.
13. Yuan X F, Wang Y N, Wu L H. Estimation of nonlinear system using parallel chaotic search method[J]. Journal of Electronic Measurement and Instrument, 2006, 20(6): 41-44.
14. Hu Zh K, Gui W H, Peng X Q. Chaotic gradient combination optimization algorithm[J]. Control and Decision, 2004, 19(12):1337-1340.
15. He D, He C, Jiang L G, et al. Chaotic characteristics of a one-dimensional iterative map with infinite collapses[J]. IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, 2001, 48(7): 900-906.