Protein 3D HP model folding simulation based on ACO

被引:0
|
作者
Song, Jie [1 ]
Cheng, Jiaxing [1 ]
Zheng, Tingting [1 ]
机构
[1] Anhui Univ, Minist Educ, Key Lab Intelligent Comp & Signal Proc, Hefei 230039, Anhui Province, Peoples R China
关键词
3D protein HP model; Ant Colony Optimization (ACO); local coordinate system; right hand rule;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The paper presents an approach to optimize the protein 3D HP model conformation with ant colony Optimisation (ACO). A rapid coordinate system transfer matrix according to the "right hand" rule we defined is used to reduce the computing time. A new scheme to solve the problem of folding deadlock is suggested. During the update of pheromone, a new update method with dynamic pheromone is given and three local search method are provided. Using these method, 3D conformation of standard test sequences with very low energy was found.
引用
收藏
页码:410 / 415
页数:6
相关论文
共 50 条
  • [31] Protein folding in the HP model on grid lattices with diagonals
    Böckenhauer, HJ
    Bongartz, D
    MATHEMATICAL FOUNDATIONS OF COMPUTER SCIENCE 2004, PROCEEDINGS, 2004, 3153 : 227 - 238
  • [32] A New Heuristic Algorithm for Protein Folding in the HP Model
    Traykov, Metodi
    Angelov, Slav
    Yanev, Nicola
    JOURNAL OF COMPUTATIONAL BIOLOGY, 2016, 23 (08) : 662 - 668
  • [33] A weighted HP model for protein folding with diagonal contacts
    Boeckenhauer, Hans-Joachim
    Bongartz, Dirk
    RAIRO-THEORETICAL INFORMATICS AND APPLICATIONS, 2007, 41 (04): : 375 - 402
  • [34] Similarity Calculation of 3D Model By Integrating Improved ACO Into HNN
    Gao, Xue-Yao
    Li, Jia-Wei
    Zhang, Chun-Xiang
    IEEE ACCESS, 2020, 8 (08): : 155378 - 155388
  • [35] Creation of 3D model in visual simulation based on creator
    Yang, B
    Liu, L
    Xu, LM
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON INTELLIGENT MECHATRONICS AND AUTOMATION, 2004, : 202 - 206
  • [36] Physical simulation for monocular 3D model based tracking
    Duff, Damien Jade
    Moerwald, Thomas
    Stolkin, Rustam
    Wyatt, Jeremy
    2011 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2011,
  • [37] Trajectory simulation of aircraft based on 3D earth model
    Beijing Information Science and Technology University, Beijing 100101, China
    Xitong Fangzhen Xuebao, 2006, SUPPL. 2 (414-417):
  • [38] Genetic-annealing algorithm for 3D off-lattice protein folding model
    Zhang, Xiaolong
    Lin, Xiaoli
    Wan, Chengpeng
    Li, Tingting
    EMERGING TECHNOLOGIES IN KNOWLEDGE DISCOVERY AND DATA MINING, 2007, 4819 : 186 - 193
  • [39] Monte Carlo simulations of the HP model (the "Ising model" of protein folding)
    Li, Ying Wai
    Wuest, Thomas
    Landau, David P.
    COMPUTER PHYSICS COMMUNICATIONS, 2011, 182 (09) : 1896 - 1899
  • [40] A filter-and-fan approach to the 2D HP model of the protein folding problem
    Rego, Cesar
    Li, Haitao
    Glover, Fred
    ANNALS OF OPERATIONS RESEARCH, 2011, 188 (01) : 389 - 414