遗传算法及其在化学化工中的应用

Keywords: 遗传算法,非数值并行算法,优化,化学,化学工程

Full-Text   Cite this paper   Add to My Lib

Abstract:

本文介绍了遗传算法的基本概念、工作原理和步骤,综述了它在化学化工领域的应用。

References

[1]	[1 ] Holland J H, Journal of the Association for Computing Machinery , 1962, 3, 297—314.
[2]	[4 ] Handbook of Genetic Algorithms (ed. Davis L ) , Van Nostrand Reinhold, New York, 1991.
[3]	[5 ] Kubinyi H, Quant. Struct.-Act. Relat. , 1994, 13, 285—294.
[4]	[6 ] Kubinyi H, Quant. Struct.-Act. Relat. , 1994, 13, 393- 401.
[5]	[9 ] 陈红明, 周家驹, 物理化学学报, 1997, 13, 662.
[6]	[10 ] Jones G, Willet P, Glen R C,in Proceedings of the 1994 Chem. Inform. Conf . , Annecy, 1994, 135- 148.
[7]	[11 ] Maddalena D J , Expert. Opin. Ther. Pat. , 1997, 7 (3) , 247- 254.
[8]	[13 ] Benedetti G, Morosetti S, Biophy. Chem. , 1995, 55, 253- 259.
[9]	[14 ] Gultyaev A P, Van Batenburg F H D, Pleij C W A , J. Mol. Biol. , 1995, 250, 37- 51.
[10]	[15 ] Singh J , Mark A , J. Am. Chem. Soc. , 1996, 118, 1669- 1676.
[11]	[19 ] Jeffrey D, Chem. P hys. Lett. , 1996, 261 (6) , 612- 619.
[12]	[2 ] 刘勇, 康力山, 陈毓屏, 非数值并行算法——遗传算法, 科学出版社, 北京, 1995.
[13]	[3 ] Michalewicz Z, Genetic Algorithms+ Data Structures= Evolution Programs, Springer-Verlag, Berlin,1994.
[14]	[7 ] 王亭, 周家驹, 计算机与应用化学, 1997, 14, 95—100.
[15]	[8 ] Willett P, Trends Biotechnol. , 1995, 13 (12) , 516- 521.
[16]	[12 ] Dandekar T , Argos P, Intern. J. Bio. Macromole. , 1996, 18, 1- 4.
[17]	[16 ] Fitzpatrick J M , Grefenstette J J , Van Gucht D,in Proceedings of IEEE Southeast Conference,IEEE Press, New York, 1984, 460- 464.
[18]	[17 ] Metzger G J , Patel M , Hu X, J. Magn. Reson. Series B , 1996, 110, 316- 320.
[19]	[18 ] Shaffer R E, Small G W , Anal. Chem. , 1996, 68, 2663- 2675.
[20]	[20 ] Goldberg D E, Genetic Algorithmsin Search, Optimizationand Machine Learning , Addison-Wesley,Reading, MA , 1989.
[21]	[21 ] Omori R, Sakakibara Y, Suzuki A , Nucl. Technol. , 1997, 118 (1) , 26- 31.
[22]	[22 ] Zuzek M , Biotechnol. Tech. , 1996, 10 (12) , 991- 996.

Full-Text