A Taxonomy of Hybrid Metaheuristics
Journal of Heuristics
Reactive GRASP: An Application to a Matrix Decomposition Problem in TDMA Traffic Assignment
INFORMS Journal on Computing
A Smoothed Dynamic Tabu Search Embedded GRASP for m-VRPTW
ICTAI '04 Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence
An evolutionary algorithm for manufacturing cell formation
Computers and Industrial Engineering
Statistical Comparisons of Classifiers over Multiple Data Sets
The Journal of Machine Learning Research
Computers and Operations Research
Guest Editorial: Hybrid Metaheuristics
Computers and Operations Research
Hybrid Metaheuristics: An Emerging Approach to Optimization
Hybrid Metaheuristics: An Emerging Approach to Optimization
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In this paper we compare different heuristic methods for the manufacturing cell formation problem considering part process sequence: a GRASP algorithm, a reactive GRASP algorithm and a hybrid algorithm which combines reactive GRASP and tabu search. All algorithms are tested with a set of instances from the literature. The results from the GRASP algorithm are compared to those of the reactive GRASP in order to evaluate the advantages of automatically adjusting the parameter value within the randomized greedy procedure. Also the reactive GRASP results are compared to those of the hybrid algorithm to evaluate the contribution to solution quality of replacing the local search phase of the GRASP algorithm with tabu search.