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2013 | OriginalPaper | Chapter

Replaceable Encoding for Basic Variable of Traffic Network Transportation Optimization Problem

Authors : Kang Zhou, Yule Zhu, Feng Jin, Xin Tao

Published in: Proceedings of The Eighth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA), 2013

Publisher: Springer Berlin Heidelberg

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Abstract

A linear programming problem is solved for the first time based on DNA computing model, which has important significance for research on DNA computing. According to feature of the mathematical model of traffic network transportation optimization problem (TNTOP), three groups of replaceable encoding for each basic variable are designed in the algorithm as follows: basic variable group; variable value group and c value group, which stores the information of basic variable and its value and has many groups replaceable foreign DNA corresponding to the basic variable. In the algorithm of TNTOP based on replaceable encoding for basic variable, combination operation which is used can assign or re-assign values to variables, which is composed of group insert experiment, gel electrophoresis experiment and group deleting experiment. The combination operation can test the constraint conditions and extract all optimal solutions of TNTOP. Detection experiment designed based on electrophoresis experiment can detect mixture containing many kinds of closed circle DNA sequence, and can detect out all closed circle DNA sequences or one closed circle DNA sequence of the mixture according to requirement of the algorithm. The correctness and the complexity of the DNA algorithm are proved, and a simulation example is given to explain feasibility of the DNA algorithm.

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Literature
1.
go back to reference Kang Z, Jin X (2006) Closed circle DNA algorithm of the minimal covering problem. Comput Eng Appl 20:7–9 Kang Z, Jin X (2006) Closed circle DNA algorithm of the minimal covering problem. Comput Eng Appl 20:7–9
2.
go back to reference Kang Z, Shuo L, Lei Q et a1. (2011) The study of plasmid DNA computing model. J HuaZhong Univ Sci Technol (Nat Sci) 2:32–35 Kang Z, Shuo L, Lei Q et a1. (2011) The study of plasmid DNA computing model. J HuaZhong Univ Sci Technol (Nat Sci) 2:32–35
3.
go back to reference Kang Z, Zhi X, Chanjia W et a1. (2010) Closed circle DNA algorithm of set covering problem. J HuaZhong Univ Sci Technol (Nat Sci) 2:21–25 Kang Z, Zhi X, Chanjia W et a1. (2010) Closed circle DNA algorithm of set covering problem. J HuaZhong Univ Sci Technol (Nat Sci) 2:21–25
4.
go back to reference Kang Z, Lei Q, Xiaojun T et al (2009) Closed circle DNA algorithm of 0–1 planning problem. Syst Eng Electron 4:947–951 Kang Z, Lei Q, Xiaojun T et al (2009) Closed circle DNA algorithm of 0–1 planning problem. Syst Eng Electron 4:947–951
5.
go back to reference Kang Z, Xiaojun T, Jin X (2009) Closed circle DNA algorithm of change positive- weighted Hamilton circuit problem. J Syst Eng Electron 3:636–642 Kang Z, Xiaojun T, Jin X (2009) Closed circle DNA algorithm of change positive- weighted Hamilton circuit problem. J Syst Eng Electron 3:636–642
6.
go back to reference Kang Z, Chuanjia W, Shuo L et a1. (2009) Closed circle DNA algorithm for SAT problem. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban) 7:75–78 Kang Z, Chuanjia W, Shuo L et a1. (2009) Closed circle DNA algorithm for SAT problem. Huazhong Keji Daxue Xuebao (Ziran Kexue Ban) 7:75–78
Metadata
Title
Replaceable Encoding for Basic Variable of Traffic Network Transportation Optimization Problem
Authors
Kang Zhou
Yule Zhu
Feng Jin
Xin Tao
Copyright Year
2013
Publisher
Springer Berlin Heidelberg
DOI
https://doi.org/10.1007/978-3-642-37502-6_6

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