DNA Computing Model for Satisfiability Problem Based on Hybridization Chain Reaction

被引:4
|
作者
Yin, Zhixiang [1 ,2 ]
Yang, Jing [2 ,3 ]
Zhang, Qiang [4 ]
Tang, Zhen [2 ]
Wang, Guoqiang [1 ]
Zheng, Zhongtuan [1 ]
机构
[1] Shanghai Univ Engn Sci, Sch Math Phys & Stat, Shanghai 201620, Peoples R China
[2] Anhui Univ Sci & Technol, Sch Math & Big Data, Hefei 232001, Anhui, Peoples R China
[3] Univ Hong Kong, Fac Educ, Pokfulam, Hong Kong 999077, Peoples R China
[4] Dalian Univ Technol, Sch Comp Sci & Technol, Dalian 116024, Liaoning, Peoples R China
基金
中国国家自然科学基金;
关键词
SAT problem; hybridization chain reaction; DNA computing; molecular beacon; SOLVING SATISFIABILITY; ORIGAMI;
D O I
10.1142/S0218001421590102
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Satisfiability problem is a famous nondeterministic polynomial-time complete (NP-complete) problem, which has always been a hotspot in artificial intelligence. In this paper, by combining the advantages of DNA origami with hybridization chain reaction, a computing model was proposed to solve the satisfiability problem. For each clause in the given formula, a DNA origami device was devised. The device corresponding to the clause was capable of searching for assignments that satisfied the clause. When all devices completed the search in parallel, the intersection of these satisfying assignments found must satisfy all the clauses. Therefore, whether the given formula is satisfiable or not was decided. The simulation results demonstrated that the proposed computing model was feasible. Our work showed the capability of DNA origami in architecting automatic computing device. The paper proposed a novel method for designing functional nanoscale devices based on DNA origami.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] DNA computing by competitive hybridization for maximum satisfiability problem
    Takenaka, Y
    Hashimoto, A
    CEC'02: PROCEEDINGS OF THE 2002 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1 AND 2, 2002, : 472 - 476
  • [2] A Visualized DNA Origami Computing Model-Solving Satisfiability Problem
    Cui, Jianzhong
    Yin, Zhixiang
    Zhang, Qiang
    Tang, Zhen
    Yang, Jing
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2020, 127 : 117 - 117
  • [3] Plasmid resolving the satisfiability problem with DNA computing models
    Yin, Zhi-Xiang
    Cui, Jian-Zhong
    Liu, Wenbin
    Shi, Xiao-Hong
    Xu, Jin
    JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2007, 4 (7-8) : 1243 - 1248
  • [4] Plasmid resolving the satisfiability problem with DNA computing models
    School of Science, Anhui University of Science and Technology, Anhui, Huainan 232001, China
    不详
    不详
    J. Comput. Theor. Nanosci., 2007, 7-8 (1243-1248):
  • [5] Solving the SAT problem using a DNA computing algorithm based on ligase chain reaction
    Wang, Xiaolong
    Bao, Zhenmin
    Hu, Jingjie
    Wang, Shi
    Zhan, Aibin
    BIOSYSTEMS, 2008, 91 (01) : 117 - 125
  • [6] Simulation DNA Algorithm Model of Satisfiability Problem
    Zhou, Kang
    Fan, Lili
    Shao, Kai
    Dong, Wenbo
    JOURNAL OF COMPUTATIONAL AND THEORETICAL NANOSCIENCE, 2015, 12 (07) : 1220 - 1227
  • [7] Controlling the DNA Hybridization Chain Reaction
    Figg, C. Adrian
    Winegar, Peter H.
    Hayes, Oliver G.
    Mirkin, Chad A.
    JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2020, 142 (19) : 8596 - 8601
  • [8] Evolutionary computing for the satisfiability problem
    Hao, JK
    Lardeux, F
    Saubion, F
    APPLICATIONS OF EVOLUTIONARY COMPUTING, 2003, 2611 : 258 - 267
  • [9] The Magnetic Bead Computing Model of the 0-1 Integer Programming Problem Based on DNA Cycle Hybridization
    Xu, Rujie
    Yin, Zhixiang
    Tang, Zhen
    Yang, Jing
    Cui, Jianzhong
    Wang, Xiyuan
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [10] Hybridization chain reaction-based DNA nanomaterials for biosensing, bioimaging and therapeutics
    Lv, Zhaoyue
    Huang, Mengxue
    Li, Peiran
    Xu, Mengdi
    Yao, Chi
    Yang, Dayong
    CHINESE CHEMICAL LETTERS, 2024, 35 (02)