Title :
A multi-neighborhood and multi-operator strategy for the uncapacitated exam proximity problem
Author :
Wong, Tony ; Bigras, Pascal ; De Kelper, Bruno
Author_Institution :
Dept. of Automated Manuf. Eng., Ecole de Technologie Superieure, Montreal, Que., Canada
Abstract :
A strategy featuring multiple local search operators and multiple neighborhood structures is applied to the exam proximity problem. The use of multiplicity is to enable effective interplay between intensification and diversification during the search process. The algorithmic design is inspired by the variable neighborhood descent algorithm and the "one operator, one landscape" point of view. Its performance was evaluated using publicly available datasets. For the uncapacitated exam proximity problem it was able to produce the best proximity costs for several datasets.
Keywords :
operations research; search problems; algorithmic design; multiple local search operator; multiple neighborhood structure; proximity costs; uncapacitated exam proximity problem; variable neighborhood descent algorithm; Algorithm design and analysis; Constraint optimization; Costs; Job shop scheduling; Labeling; Manufacturing automation; Process design; Timetabling; benchmarking; local search; metaheuristic; multiple neighborhoods;
Conference_Titel :
Systems, Man and Cybernetics, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9298-1
DOI :
10.1109/ICSMC.2005.1571740