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 :
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