Title :
A scatter search based approach for the quadratic assignment problem
Author :
Cung, Van-Dat ; Mautor, Thierry ; Michelon, P. ; Tavares, Andréa
Author_Institution :
Versailles Univ., France
Abstract :
Scatter search is an evolutionary heuristic, proposed two decades ago, that uses linear combinations of a population subset to create new solutions. A special operator is used to ensure their feasibility and to improve their quality. The authors propose a scatter search approach to the QAP problem. The basic method is extended with intensification and diversification stages and they present a procedure to generate good scattered initial solutions
Keywords :
genetic algorithms; heuristic programming; quadratic programming; search problems; diversification stage; evolutionary heuristic; good scattered initial solutions; intensification stage; operator; population subset linear combinations; quadratic assignment problem; scatter search; Diversity reception; Evolutionary computation; Genetic algorithms; Information analysis; Scattering; Search methods;
Conference_Titel :
Evolutionary Computation, 1997., IEEE International Conference on
Conference_Location :
Indianapolis, IN
Print_ISBN :
0-7803-3949-5
DOI :
10.1109/ICEC.1997.592289