Title :
Hybrid meta-heuristic applied to investments prioritization under budget uncertainty
Author :
Lonchampt, Jerome
Author_Institution :
R&D Division, Industrial Risk Management Dpt, EDF, Chatou, France
Abstract :
This paper describes a hybrid meta-heuristics, using Simulated Annealing as the mutation operator inside a Genetic Algorithm, and its application to capital budgeting. After a brief description of the algorithm, a discussion on the best encoding for this kind of prioritization problem and the validation of this hybrid algorithm on a set of test cases, an industrial application is presented, looking at spare parts supplies for a fleet of electricity power plants.
Keywords :
Electronics packaging; Encoding; Genetic algorithms; Investment; Simulated annealing; Sociology; Statistics; Capital Budgeting; Genetic Algorithm; Hybrid Algorithm; Knapsack Problem; Simulated Annealing;
Conference_Titel :
Evolutionary Computation (CEC), 2015 IEEE Congress on
Conference_Location :
Sendai, Japan
DOI :
10.1109/CEC.2015.7257196