A hybrid cuckoo search and genetic algorithm for reliability–redundancy allocation problems

Computers & Industrial Engineering - Tập 66 Số 4 - Trang 1115-1124 - 2013
G. Kanagaraj1, S. G. Ponnambalam1, N. Jawahar2
1School of Engineering, Monash University Sunway Campus, 46150 Bandar Sunway, Malaysia
2Department of Mechanical Engineering, Thiagarajar College of Engineering, Madurai, 625 015, India

Tóm tắt

Từ khóa


Tài liệu tham khảo

Afonso, 2013, Modified imperialist competitive algorithm based on attraction and repulsion concepts for reliability–redundancy optimization, Expert Systems with Applications, 40, 3794, 10.1016/j.eswa.2012.12.093

Barthelemy, 2008, A Lévy flight for light, Nature, 453, 495, 10.1038/nature06948

Bernardino, H. S., H. J. Barbosa, et al. (2006). Constraint handling in genetic algorithms via artificial immune systems. In Late-breaking paper at Genetic and Evolutionary Computation Conference (GECCO 2006).

Chen, 2006, IAs based approach for reliability redundancy allocation problems, Applied Mathematics and Computation, 182, 1556, 10.1016/j.amc.2006.05.044

Chi, 1990, Optimal design for software reliability and development cost, IEEE Journal on Selected Areas in Communications, 8, 276, 10.1109/49.46882

Coelho, 2009, An efficient particle swarm approach for mixed-integer programming in reliability–redundancy optimization applications, Reliability Engineering & System Safety, 94, 830, 10.1016/j.ress.2008.09.001

Coello, 2004, Hybridizing a genetic algorithm with an artificial immune system for global optimization, Engineering Optimization, 36, 607, 10.1080/03052150410001704845

Coello Coello, 2002, Constraint-handling in genetic algorithms through the use of dominance-based tournament selection, Advanced Engineering Informatics, 16, 193, 10.1016/S1474-0346(02)00011-3

Coelho, 2010

Garg, 2013, Multi-objective reliability–redundancy allocation problem using particle swarm optimization, Computers & Industrial Engineering, 64, 247, 10.1016/j.cie.2012.09.015

Gen, 1999

Gen, 2006, Soft computing approach for reliability optimization: State-of-the-art survey, Reliability Engineering & System Safety, 91, 1008, 10.1016/j.ress.2005.11.053

Gopal, 1978, An improved algorithm for reliability optimization, IEEE Transactions on Reliability, 27, 325, 10.1109/TR.1978.5220403

Hikita, 1992, Reliability optimization of systems by a surrogate-constraints algorithm, IEEE Transactions on Reliability, 41, 473, 10.1109/24.159825

Holland, 1992

Hsieh, 1998, Genetic algorithms for reliability design problems, Microelectronics Reliability, 38, 1599, 10.1016/S0026-2714(98)00028-6

Hsieh, 2011, An effective immune based two-phase approach for the optimal reliability–redundancy allocation problem, Applied Mathematics and Computation, 218, 1297, 10.1016/j.amc.2011.06.012

Kanagaraj, 2011, Simultaneous allocation of reliability & redundancy using minimum total cost of ownership approach, Journal of Computational and Applied Research in Mechanical Engineering, 1, 1

Kim, 2006, Reliability–redundancy optimization using simulated annealing algorithms, Journal of Quality in Maintenance Engineering, 12, 354, 10.1108/13552510610705928

Kulturel-Konak, 2003, Efficiently solving the redundancy allocation problem using tabu search, IIE Transactions, 35, 515, 10.1080/07408170304422

Kuo, 1987, Reliability optimization with the Lagrange-multiplier and branch-and-bound technique, IEEE Transactions on Reliability, 36, 624, 10.1109/TR.1987.5222487

Kuo, 2000, An annotated overview of system-reliability optimization, IEEE Transactions on Reliability, 49, 176, 10.1109/24.877336

Kuo, 2007

Layeb, 2011, A novel quantum inspired cuckoo search for knapsack problems, International Journal of Bio-Inspired Computation, 3, 297, 10.1504/IJBIC.2011.042260

Leccardi, 2005, Comparison of three algorithms for Lèvy Noise Generation, In Proceedings of fifth EUROMECH nonlinear dynamics conference

Mantegna, 1994, Fast, accurate algorithm for numerical simulation of Levy stable stochastic processes, Physical Review E, 49, 4677, 10.1103/PhysRevE.49.4677

Mori, 2007, Development of hybrid algorithm based on simulated annealing and genetic algorithm to reliability redundancy optimization, International Journal of Quality & Reliability Management, 24, 972, 10.1108/02656710710826225

Michalewicz, Z. (1996). Genetic algorithms + data structures = evolution programs. Springer.

Pavlyukevich, 2007, Lévy flights, non-local search and simulated annealing, Journal of Computational Physics, 226, 1830, 10.1016/j.jcp.2007.06.008

Reynolds, 2007, Free-flight odor tracking in Drosophila is consistent with an optimal intermittent scale-free search, PloS One, 2, e354, 10.1371/journal.pone.0000354

Sheikhalishahi, 2013, A hybrid GA–PSO approach for reliability optimization in redundancy allocation problem, The International Journal of Advanced Manufacturing Technology, 1

Shlesinger, 2006, Mathematical physics: Search research, Nature, 443, 281, 10.1038/443281a

Tillman, 1977, Determining component reliability and redundancy for optimum system reliability, IEEE Transactions on Reliability, 26, 162, 10.1109/TR.1977.5220102

Valian, 2013, Improved cuckoo search for reliability optimization problems, Computers & Industrial Engineering, 64, 459, 10.1016/j.cie.2012.07.011

Valian, E., & Valian, E. (2012). A cuckoo search algorithm by Lévy flights for solving reliability redundancy allocation problems. Engineering Optimization, 1–14 (ahead-of-print).

Wang, 2009, A hybrid multi-swarm particle swarm optimization to solve constrained optimization problems, Frontiers of Computer Science in China, 3, 38, 10.1007/s11704-009-0010-x

Wu, 2011, An improved particle swarm optimization algorithm for reliability problems, ISA Transactions, 50, 71, 10.1016/j.isatra.2010.08.005

Xu, 1990, Optimization limits in improving system reliability, IEEE Transactions on Reliability, 39, 51, 10.1109/24.52612

Yang, X.-S., & Deb, S. (2009). Cuckoo search via Lévy flights. In 2009 World congress on nature and biologically inspired computing (NaBIC 2009). IEEE.

Yang, X. S. (2010). Nature-inspired metaheuristic algorithms. Luniver Press.

Yang, 2013, Cuckoo search: Recent advances and applications, Neural Computing and Applications, 1

Yang, 2011, Multiobjective cuckoo search for design optimization, Computers & Operations Research

Yang, 2011

Yeh, 2011, Solving reliability redundancy allocation problems using an artificial bee colony algorithm, Computers & Operations Research, 38, 1465, 10.1016/j.cor.2010.10.028

Yokota, 1995, System reliability optimization problems with several failure modes by genetic algorithm, Journal of Japan Society for Fuzzy Theory and Systems (USA), 7, 119

Zhao, 2012, An effective hybrid genetic algorithm with flexible allowance technique for constrained engineering design optimization, Expert Systems with Applications, 39, 6041, 10.1016/j.eswa.2011.12.012

Zou, 2010, A novel global harmony search algorithm for reliability problems, Computers & Industrial Engineering, 58, 307, 10.1016/j.cie.2009.11.003

Zou, 2011, An effective global harmony search algorithm for reliability problems, Expert Systems with Applications, 38, 4642, 10.1016/j.eswa.2010.09.120