Research of Multi-Chromosomal Genome Median Calculation Based on Improved Particle Swarm Optimization
作者： Yuxi Gao
关键词:
摘要: With the rapid development of genetic technology in our country, importance multi-chromosome genome median calculation is getting higher and higher. Therefore, this paper presented a model based optimized particle swarm optimization algorithm. In study chromosome sequences, we further calculated gene sequences by adding algorithm to improve computational efficiency. process testing algorithm, efficiency functionality were tested show that research was feasible.
sci-hub.se 参考文章(7)
Hans-Georg Beyer, Hans-Paul Schwefel, Evolution strategies –A comprehensive introduction Natural Computing. ,vol. 1, pp. 3- 52 ,(2002) , 10.1023/A:1015059928466
Leandro dos Santos Coelho, Helon VH Ayala, Roberto Zanetti Freire, None, Population's variance-based Adaptive Differential Evolution for real parameter optimization congress on evolutionary computation. pp. 1672- 1677 ,(2013) , 10.1109/CEC.2013.6557762
Zhijun Chen, Hongyou Cao, Kun Ye, Hongping Zhu, Shaofan Li, Improved Particle Swarm Optimization-Based Form-Finding Method for Suspension Bridge Installation Analysis Journal of Computing in Civil Engineering. ,vol. 29, pp. 04014047- ,(2015) , 10.1061/(ASCE)CP.1943-5487.0000354
J.J. Liang, A.K. Qin, P.N. Suganthan, S. Baskar, Comprehensive learning particle swarm optimizer for global optimization of multimodal functions IEEE Transactions on Evolutionary Computation. ,vol. 10, pp. 281- 295 ,(2006) , 10.1109/TEVC.2005.857610
Huang Dong, Gao Jian, Parameter Selection of a Support Vector Machine, Based on a Chaotic Particle Swarm Optimization Algorithm Cybernetics and Information Technologies. ,vol. 15, pp. 140- 149 ,(2015) , 10.1515/CAIT-2015-0047
Xin Guo, Hai-Peng Ren, Ding Liu, An Optimized PI Controller Design for Three Phase PFC Converters Based on Multi-Objective Chaotic Particle Swarm Optimization Journal of Power Electronics. ,vol. 16, pp. 610- 620 ,(2016) , 10.6113/JPE.2016.16.2.610
Wei Wei, Zhen-yu Tian, An improved multi-objective optimization method based on adaptive mutation particle swarm optimization and fuzzy statistics algorithm Journal of Statistical Computation and Simulation. ,vol. 87, pp. 2480- 2493 ,(2017) , 10.1080/00949655.2017.1296442