DNA Encoding for Solving the NP problems

被引:1
|
作者
Liu Xikui [1 ]
Li Yan [1 ]
机构
[1] Shandong Univ Sci & Technol, Coll Informat & Engn, Qingdao 266510, Peoples R China
关键词
DNA encoding; Helix twist angle distance; Immune GA;
D O I
10.1109/CHICC.2008.4605491
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Most existing DNA computing methods follow the Adleman's coding scheme to solve NP-complete problems. Effective encoding can reduce the false hybridization. Helix twist angle distances describe quantitatively difference of helix twist angles. In this paper, by translating helix twist angle distance function into proper constraint term, the new evaluation formula of every DNA individual corresponding to the selected constraint term is proposed. Immune genetic algorithm is presented to solve the problem, and the better DNA sequences arc found. By comparing experimental data with the previous data, we find that the sequences generated by helix twist angle distance function satisfy simultaneously the constraint terms of Hamming distance, reverse Hamming distance and reverse-complement Hamming distance. Accordingly, the complexity of encoding problem is reduced.
引用
收藏
页码:336 / 340
页数:5
相关论文
共 50 条
  • [11] POLYNOMIAL TIME ALGORITHMS FOR SOLVING NP-COMPLETE PROBLEMS
    Sinchev, B.
    Sinchev, A. B.
    Akzhanova, Zh.
    Issekeshev, Y.
    Mukhanova, A. M.
    NEWS OF THE NATIONAL ACADEMY OF SCIENCES OF THE REPUBLIC OF KAZAKHSTAN-SERIES OF GEOLOGY AND TECHNICAL SCIENCES, 2020, (03): : 97 - 101
  • [12] Solving Marginal MAP Problems with NP Oracles and Parity Constraints
    Xue, Yexiang
    Li, Zhiyuan
    Ermon, Stefano
    Gomes, Carla P.
    Selman, Bart
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 29 (NIPS 2016), 2016, 29
  • [13] Solving NP-complete problems in the tile assembly model
    Brun, Yuriy
    THEORETICAL COMPUTER SCIENCE, 2008, 395 (01) : 31 - 46
  • [14] Quantum resonance for solving NP-complete problems by simulations
    Zak, M
    QUANTUM COMPUTING AND QUANTUM COMMUNICATIONS, 1999, 1509 : 160 - 166
  • [15] NP-COMPLETENESS OF THE PROBLEMS OF CONSTRUCTION OF OPTIMAL SOLVING TREES
    NAUMOV, GY
    DOKLADY AKADEMII NAUK SSSR, 1991, 317 (04): : 850 - 853
  • [16] Solving NP-Complete Problems Using Genetic Algorithms
    Arabi, Bander Hassan
    2016 UKSIM-AMSS 18TH INTERNATIONAL CONFERENCE ON COMPUTER MODELLING AND SIMULATION (UKSIM), 2016, : 43 - 48
  • [17] Encoding Selection for Solving Hamiltonian Cycle Problems with ASP
    Liu, Liu
    Truszczynski, Miroslaw
    ELECTRONIC PROCEEDINGS IN THEORETICAL COMPUTER SCIENCE, 2019, (306): : 302 - 308
  • [18] FANCJ: Solving problems in DNA replication
    Hiom, Kevin
    DNA REPAIR, 2010, 9 (03) : 250 - 256
  • [19] Solving intractable problems with DNA computing
    Beigel, R
    Fu, B
    THIRTEENTH ANNUAL IEEE CONFERENCE ON COMPUTATIONAL COMPLEXITY - PROCEEDINGS, 1998, : 154 - 168
  • [20] DNA models and algorithms for NP-complete problems
    Bach, E
    Condon, A
    Glaser, E
    Tanguay, C
    JOURNAL OF COMPUTER AND SYSTEM SCIENCES, 1998, 57 (02) : 172 - 186