Title of article :
Solving traveling salesman problems with DNA molecules encoding numerical values
Author/Authors :
Park، Tai Hyun نويسنده , , Zhang، Byoung-Tak نويسنده , , Lee، Ji Youn نويسنده , , Shin، Soo-Yong نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2004
Abstract :
We introduce a DNA encoding method to represent numerical values and a biased molecular algorithm based on the thermodynamic properties of DNA. DNA strands are designed to encode real values by variation of their melting temperatures. The thermodynamic properties of DNA are used for effective local search of optimal solutions using biochemical techniques, such as denaturation temperature gradient polymerase chain reaction and temperature gradient gel electrophoresis. The proposed method was successfully applied to the traveling salesman problem, an instance of optimization problems on weighted graphs. This work extends the capability of DNA computing to solving numerical optimization problems, which is contrasted with other DNA computing methods focusing on logical problem solving.
Keywords :
DNA computing , Melting temperature control encoding method , Weight representation in DNA , Traveling salesman problem
Journal title :
BioSystems
Journal title :
BioSystems