We found a match
Your institution may have access to this item. Find your institution then sign in to continue.
- Title
A hybrid genetic algorithm for ROADEF'05-like complex production problems.
- Authors
Frutos, Mariano; Tohmé, Fernando; Olivera, Ana Carolina
- Abstract
In this work, we present a hybrid technique that combines a Genetic Algorithm with meta-heuristics to solve a problem in RENAULT France's production plants. The method starts with an initial solution obtained by means of a GRASP (Greedy Randomized Adaptive Search Procedure) used as an input for a Genetic Algorithm complemented by a Simulated Annealing procedure of population improvement. We establish a comparison point among the different techniques used in the method. Their performances are evaluated as well as that of the entire method. The conclusion is that hybrid methods have clear advantages for the treatment of production planning problems.
- Subjects
FRANCE; GENETIC algorithms; PRODUCTION planning; AUTOMOBILE industry; RENAULT SA; SIMULATED annealing
- Publication
Dyna, 2015, Vol 82, Issue 190, p82
- ISSN
0012-7353
- Publication type
Article
- DOI
10.15446/dyna.v82n190.43137