Self-modeling curve resolution (SMCR) by particle swarm optimization (PSO)

Analytica Chimica Acta

Volumn 595, Issue 1-2 SPEC. ISS., 2007, Pages 275-281

  Shinzawa, Hideyuki ^a,b   Jiang, Jian Hui ^b   Iwahashi, Makio ^c   Noda, Isao ^d   Ozaki, Yukihiro ^a  

^a School of Science and Technology   (Japan)

^b HUNAN UNIVERSITY   (China)

^c KITASATO UNIVERSITY   (Japan)

^d PROCTER AND GAMBLE COMPANY   (United States)

Author keywords

Global phase angle; Near infrared (NIR) spectra; Oleic acid (OA); Particle swarm optimization (PSO); Self modeling curve resolution (SMCR); Two dimensional correlation spectroscopy

Indexed keywords

DATA STRUCTURES; ETHANOL; LEAST SQUARES APPROXIMATIONS; NEAR INFRARED SPECTROSCOPY; OLEIC ACID; OPTIMIZATION; PERTURBATION TECHNIQUES;

GLOBAL PHASE ANGLE; PARTICLE SWARM OPTIMIZATION (PSO); SELF-MODELING CURVE RESOLUTION (SMCR); TWO-DIMENSIONAL CORRELATION SPECTROSCOPY;

OPTICAL RESOLVING POWER;

ALCOHOL; OLEIC ACID;

ARTICLE; FACTORIAL ANALYSIS; MATHEMATICAL ANALYSIS; NEAR INFRARED SPECTROSCOPY; PARTICLE SIZE; PRIORITY JOURNAL;

EID: 34250807134     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aca.2006.12.004     Document Type: Article

References (39)

1. Lawton W.H., and Sylvestre E.A. Technometrics 13 (1971) 617
2. Gemperline P.J. Anal. Chem. 71 (1999) 5398
3. Jiang J.H., Liang Y., and Ozaki Y. Chemom. Intell. Lab. Syst. 71 (2004) 1
4. Gampp H., Maeder M., Meyer J.C., and Zuberbuhler A.D. Talanta 32 (1985) 1133
5. Meader M., and Zuberbuehler A.D. Anal. Chim. Acta 181 (1986) 287
6. Tauler R. Chemom. Intell. Lab. Syst. 30 (1995) 133
7. Tauler R., Smilde A.K., and Kowalski B.J. J. Chemom. 9 (1995) 31
8. Tauler R. Chemom. Intell. Lab. Syst. 15 (2001) 327
9. Kvalheim O.M., and Liang Y.Z. Anal. Chem. 64 (1992) 936
10. Windig W., and Guilment J. Anal. Chem. 63 (1991) 1425
11. Malinowski E.R. J. Chemom. 6 (1992) 29
12. Malinowski E.R. J. Chemom. 10 (1996) 273
13. Sanchez F.C., van den Bogaert B., Rutan S.C., and MassartF D.L. Chemom. Intell. Lab. Syst. 34 (1996) 139
14. Jiang J.H.S., Šašic S., Yu R.Q., and Ozaki Y. J. Chemom. 17 (2003) 186
15. Jiang J.H., Ozaki Y., Kleimann M., and Siesler H.W. Chemom. Intel. Lab. Syst. 70 (2004) 83
16. Rubinstein R.Y. Simulation the Monte-Carlo Method (1981), Willey & Sons, New York
17. Cerny V. J. Opt. Theory Appl. 45 (1985) 41
18. Kirkpatrick S., Gelatt Jr. C.D., and Vecchi M.P. Science 220 (1983) 671
19. Tsallis C., and Stariolo D.A. Physica A 233 (1996) 395
20. Glover F. ORSA J. Comp. 1 (1989) 190
21. Glover F. ORSA J. Comp. 2 (1990) 4
22. Cvijovic D., and Klinowski J. Science 267 (1995) 664
23. Dorigo M., and Stutzle T. Ant Colony Optimization (2004), MIT Press
24. Kennedy J., and Eberhart R.C. Proceedings of IEEE International Conference on Neural Networks, IV, IEEE Service Center (1995)
25. Goldberg D.E. Genetic Algorithms in Search, Optimization and Machine Learning (1989), Addison-Wesley, Reading
26. Noda I. Appl. Spectrosc. 54 (2000) 994
27. Noda I., and Ozaki Y. Two-Dimensional Correlation Spectroscopy (2004), Willey & Sons, Chichester, West Sussex
28. Shi Y., and Eberhart R. IEEE World Congress on Computational Intelligence (1998) 69
29. Clerc M., and Kennedy J. IEEE Trans. Evol. Comput. 6 (2002) 58
30. Shi Y., and Eberhart R. Proceedings of Congress on Evolutionary Computation 1 (2001) p. 101
31. Yen J., Liao J.C., Lee B.J., and Randolph D. IEEE Trans. Syst. Man Cybern. 28 2 (1998) 173
32. Gen M., and Cheng R. Genetic Algorithms and Engineering Design (1997), John-Wiley & Sons, New York
33. Davis L. Handbook of Genetic Algorithms (1991), Van Nostrand Reinhold, New York
34. Michalewicz Z., and Janikow C.Z. A Handling Constraint in Genetic Algorithms. Proceedings of the 4th International Conference on Genetic Algorithms San Diego CA 151 (1991)
35. Shen Q., Jiang J.H., Jiao C.X.V., Lin Q., Shen G.L., and Yu R.Q. J. Comput. Chem. 15 (2004) 1726
36. Morita S., Ozaki Y., and Noda I. Appl. Spectrosc. 55 (2001) 1618
37. Morita S., Ozaki Y., and Noda I. Appl. Spectrosc. 55 (2001) 1622
38. Vandeginste B.G.M., Massart D.L., Buydens L.M.C., De Jong S., Lewi P.J., and Smeyers-Verbeke J. Handbook of Chemometrics and Qualimetrics (1998), Elsevier, Amsterdam
39. Iwahashi M., Suzuki M., Hachiya Y., Hayashi N., Mastuzawa H., Fujimoto Y., and Ozaki Y. J. Phys. Chem. 97 (1993) 3129