Use of multiple objective evolutionary algorithms in optimizing surveillance requirements

Reliability Engineering and System Safety

Volumn 91, Issue 9, 2006, Pages 1027-1038

  Martorell, S ^a   Carlos, S ^a   Villanueva, J F ^a   Sanchez, A I ^a   Galvan, B ^b   Salazar, D ^b   Cepin, M ^c  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

^b UNIVERSITY OF LAS PALMAS DE GRAN CANARIA   (Spain)

^c JO EF STEFAN INSTITUTE   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

ACCIDENT PREVENTION; CONSTRAINT THEORY; COSTS; EVOLUTIONARY ALGORITHMS; NUCLEAR POWER PLANTS; OPTIMIZATION; PROBLEM SOLVING; SPACE SURVEILLANCE; TESTING;

HIGH-PRESSURE INJECTION SYSTEM; MULTI-OBJECTIVE OPTIMIZATION; TEST INTERVALS (TI); TEST PLANNING (TP);

SYSTEMS ANALYSIS;

EID: 33745657654     PISSN: 09518320     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ress.2005.11.038     Document Type: Article

References (17)

1. Samanta P, Kim IS, Mankamo T, Vesely WE. Handbook of methods for risk-based analysis of technical specifications. NUREG/CR-6141, 1995.
2. Cepin M. Optimization of safety equipment outages improves safety. Reliab Eng Syst Saf 77 (2002) 71-80
3. Martorell S., Villanueva J.F., Carlos S., Nebot Y., Sánchez A., Pitarch J.L., and Serradell V. RAMS+C informed decision-making with application to multi-objective optimization of technical specifications and maintenance using genetic algorithms. Reliab Eng Syst Saf 87/1 (2005) 65-75
4. Martorell S., et al. Simultaneous and multi-criteria optimization of TS requirements and maintenance at NPP. Ann Nucl Energy 29 (2002) 147-168
5. Martorell S., Sanchez A., Carlos S., and Serradell V. Alternatives and challenges in optimizing industrial safety using genetic algorithms. Reliab Eng Syst Saf 86 (2004) 25-38
6. Marseguerra M., and Zio E. Optimizing maintenance and repair policies via a combination of genetic algorithms and Monte Carlo simulation. Reliab Eng Syst Saf 68 1 (2000) 69-83
7. Busacca P.G., Marseguerra M., and Zio E. Multi-objective optimization by genetic algorithms: application to safety systems. Reliab Eng Syst Saf 72 1 (2001) 59-74
8. Lapa C., et al. Surveillance test policy optimization through genetic algorithms using non-periodic intervention frequencies and considering seasonal constraints. Reliab Eng Syst Saf 81 (2003) 103-109
9. Martorell S, Carlos S, Villanueva JF, Sanchez A, Cepin M. Optimization of surveillance requirements at NPP considering time-dependent scheduling of test and preventive maintenance. In: Proceedings of the European safety and reliability 2005 (ESREL'05) conference. Tri City, Poland; A.A. Balkema Publishers; 2005b. p. 1363-1370 ISBN:0-415-38340-4.
10. Cepin M., and Mavko B. Probabilistic safety assessment improves surveillance requirements in technical specifications. Reliab Eng Syst Saf 56 (1997) 69-77
11. Martorell S., Sanchez A., and Serradell V. Age-dependent reliability model considering effects of maintenance and working conditions. Reliab Eng Syst Saf 64 (1999) 19
12. Deb K., Pratap A., Agarwal S., and Meyarivan T. A fast and elitist multiobjective genetic algorithm. NSGA-II. IEEE Trans Evol Comput 6 2 (2002) 182-197
13. Zitzler E., Laumanns M., and Thiele L. SPEA2: improving the strength pareto evolutionary algorithm for multiobjective optimization. Evolutionary methods for design, optimisation, and control (2002), CIMNE, Barcelona, Spain p. 95-100
14. Goldberg D.E. Genetic algorithms in search, optimization and machine learning (1989), EEUU: Addison-Wesley, Reading, MA
15. Martorell S., Carlos S., Sanchez A., and Serradell V. Constrained optimization of test intervals using a steady-state genetic algorithm. Reliab Eng Syst Saf 67 (2000) 215-232
16. Winter G, Galván B, Alonso S, González B. Evolving from genetic algorithms to flexible evolution agents. Late breaking papers of the genetic and evolutionary computation conference, GECCO 2002, In: Erick CP, editor. San Mateo, California; Morgan Kaufmann Publishers; 2002. p. 466-473 ISBN: 1-55860-878-8.
17. Harunuzzaman M., and Aldemir T. Optimization of standby safety system maintenance schedules in nuclear power plants. Nucl Technol 113 (1996) 354