DocumentCode
661140
Title
Genetic programming based degree constrained spanning tree extraction
Author
Babar, Zunaira ; Waqas, Muhammad ; Halim, Zahid ; Islam, M.A.
Author_Institution
GIK Inst., Topi, Pakistan
fYear
2013
fDate
10-12 Sept. 2013
Firstpage
241
Lastpage
246
Abstract
The problem of extracting a degree constraint spanning tree deals with extraction of a spanning tree from a given graph. Where, the degree of each node is greater than or equal to a thread hold value. Genetic Programming is an evolution based strategy appropriate for optimization problems. In this paper we propose a genetic programming based solution to the degree constraint spanning tree extraction. The individuals of the population are represented as a tree and mutation is applied as the only genetic operator for evaluation to occur. We have further tested our proposed solution on different graph and found it to be suitable for degree constraint spanning tree extraction problem.
Keywords
constraint handling; genetic algorithms; graph theory; degree constrained spanning tree extraction; degree constraint spanning tree extraction problem; evolution based strategy; genetic programming based solution; graph; thread hold value; Algorithm design and analysis; Arrays; Genetic programming; Partitioning algorithms; Sociology; Statistics; Vegetation; Cyclic Interchange; Degree Constraint Spanning Tree; Minimum Spanning Tree; Spanning Tree;
fLanguage
English
Publisher
ieee
Conference_Titel
Digital Information Management (ICDIM), 2013 Eighth International Conference on
Conference_Location
Islamabad
Print_ISBN
978-1-4799-0613-0
Type
conf
DOI
10.1109/ICDIM.2013.6693966
Filename
6693966
Link To Document