Title :
DNA Tile Assembly Model for Bin Packing Problem
Author :
Wang, Yanfeng ; Lu, Weili ; Cui, Guangzhao
Author_Institution :
Henan Key Lab. of Inf.-based Electr. Appliances, Zhengzhou Univ. of Light Ind., Zhengzhou, China
Abstract :
Research results have confirmed that some reasonable solution for NP-complete problem could be achieved using DNA self-assembly model, in which the ability of molecular computing to perform complicated mathematical operations could be get a full play. In this paper, the DNA self-assembly model for the bin packing problem is constructed. This model is composed of two units: grouping based on binary method and subtraction system. The great advantage of our schema is that it only needs a constant number of DNA tile types and in time linear with the size of the items to solve any bin packing problem. This work demonstrates further evidence for the ability of DNA tiles to solve other NP-complete problems.
Keywords :
DNA; assembling; bin packing; biocomputing; computational complexity; self-assembly; DNA tile assembly model; NP-complete problem; bin packing problem; binary method; mathematical operations; molecular computing; subtraction system; Assembly; Computational modeling; Computer science; DNA; Genetic algorithms; Self-assembly; Tiles; Bin Packing Problem; DNA Tile; Self-Assembly; Tile Assembly Model;
Conference_Titel :
Bio-Inspired Computing: Theories and Applications (BIC-TA), 2011 Sixth International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4577-1092-6
DOI :
10.1109/BIC-TA.2011.35