Optimization of nuclear reactor core fuel reload using the new Quantum PBIL

Annals of Nuclear Energy

Volumn 38, Issue 2-3, 2011, Pages 610-614

  Silva, Márcio Henrique Da ^a   Schirru, Roberto ^a  

^a FEDERAL UNIVERSITY OF RIO DE JANEIRO   (Brazil)

Author keywords

Nuclear core fuel reload; Population Based Incremental Learning; Quantum computing

Indexed keywords

BASIC CONCEPTS; FUEL ASSEMBLY; HARDWARE IMPLEMENTATIONS; LINEAR SUPERPOSITIONS; NUCLEAR CORE FUEL RELOAD; OPTIMIZATION TECHNIQUES; OPTIMIZATION TOOLS; POPULATION-BASED INCREMENTAL LEARNING; QUANTUM BITS; QUANTUM COMPUTING; QUANTUM INSPIRED EVOLUTIONARY ALGORITHM;

ARTIFICIAL INTELLIGENCE; FUELS; HARDWARE; NUCLEAR ENGINEERING; NUCLEAR INDUSTRY; NUCLEAR PROPULSION; OPTIMIZATION; QUANTUM COMPUTERS; QUANTUM THEORY; REACTOR CORES;

EVOLUTIONARY ALGORITHMS;

EID: 78751611799     PISSN: 03064549     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.anucene.2010.09.010     Document Type: Article

References (12)

1. Baluja, S.; 1994. Population-Based Incremental Learning: A Method for Integrating Genetic Search based Function Optimizations and Competitive Learning. Technical Report CMU-CS-94-163, June.
2. J.C. Bean Genetics algorithms and random keys for sequencing and optimization ORSA Journal of Computing 6 2 1994
3. G.H.F. Caldas Parameterless evolutionary algorithm applied to the nuclear reload problem Annals of Nuclear Energy 35 2008 583 590
4. Chapot, J.L.C.; 2000. Otimizaão Automática de Recargas de Reatores a Água Pressurizada Utilizando Algoritmos Genéticos. Tese de D.Sc.; COPPE/UFRJ, Rio de Janeiro, RJ, Brasil.
5. D.E. Goldberg Genetic Algorithms in Search, Optimization and Machine Learning 1989 Addison-Wesley Publishing Company Inc. Massachusetts
6. K.H. Han, and J.H. Kim Quantum - inspired evolutionary algorithm for a class of combinatorial optimization IEEE Transactions on Evolutionary Computation 6 6 2002 580 593
7. T. Hey Quantum computing: an introduction Computing and Control Engineering Journal 10 3 1999 105 112
8. J.H. Holland Adaptation in Natural and Artificial Systems 1975 University of Michigan Press Ann Arbor
9. A.M.M. Lima, R. Schirru, F.C. Silva, and J.A.C.C. Medeiros A nuclear reactor core fuel reload optimization using artificial ant colony connective networks Annals of Nuclear Energy 35 2008 1606 1612
10. Machado, M.D.; 1999. Um Novo Algoritmo Evolucionário com aprendizado LVQ para a Otimizaão de Problemas Combinatórios como a Recarga de Reatores Nucleares. Dissertaão de M.Sc.; COPPE/UFRJ, Rio de janeiro, Brasil.
11. Machado, M.D.; 2005. Algoritmo Evolucionário PBIL Multi-Objetivo Aplicado ao Problema da Recarga de Reatores Nucleares. Tese de D.Sc.; COPPE/UFRJ, Rio de Janeiro, RJ, Brasil.
12. L. Machado, and R. Schirru The ant-q algorithm applied to the nuclear reload problem Annals of Nuclear Energy 29 12 2002 1455 1470