Title :
An application of abstract data types in the genetic algorithms construction: the example of the travelling salesman problem
Author :
Vieira, Roberta Vilhena ; Lopes, Manoel Agamemnon
Author_Institution :
Dept. de Inf., Univ. Fed. de Pernambuco, Recife, Brazil
Abstract :
The article presents the specification of a system for the travelling salesman problem through a genetic algorithm developed from abstract data types (R.V. Vieira and M.A. Lopes, 1999). It is intended with this to demonstrate the efficiency of genetic algorithms in the solution of evolution problems. It mainly shows the genetic algorithm, AG, developed by Vieira and Lopes, as a general, correct genetic algorithm for construction, from which other algorithms can be correctly reproduced, depending in each case on the adopted representation.
Keywords :
abstract data types; formal specification; genetic algorithms; travelling salesman problems; AG; abstract data types; evolution problems; genetic algorithm construction; system specification; travelling salesman problem; Artificial intelligence; Genetic algorithms; Optimization methods; Read only memory; Traveling salesman problems;
Conference_Titel :
Computer Science Society, 1999. Proceedings. SCCC '99. XIX International Conference of the Chilean
Conference_Location :
Talca, Chile
Print_ISBN :
0-7695-0296-2
DOI :
10.1109/SCCC.1999.810168