Multi-objective optimization of a series–parallel system using GPSIA
The optimal solution of a multi-objective optimization problem (MOP) corresponds to a Pareto set that is characterized by a tradeoff between objectives. Genetic Pareto Set Identification Algorithm (GPSIA) proposed for reliability-redundant MOPs is a hybrid technique which combines genetic and heuris...
Saved in:
| Published in | Reliability engineering & system safety Vol. 103; pp. 61 - 71 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Oxford
Elsevier Ltd
01.07.2012
Elsevier |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0951-8320 1879-0836 |
| DOI | 10.1016/j.ress.2012.03.014 |
Cover
Loading…
| Abstract | The optimal solution of a multi-objective optimization problem (MOP) corresponds to a Pareto set that is characterized by a tradeoff between objectives. Genetic Pareto Set Identification Algorithm (GPSIA) proposed for reliability-redundant MOPs is a hybrid technique which combines genetic and heuristic principles to generate non-dominated solutions. Series–parallel system with active redundancy is studied in this paper. Reliability and cost were the research objective functions subject to cost and weight constraints. The results reveal an evenly distributed non-dominated front. The distances between successive Pareto points were used to evaluate the general performance of the method. Plots were also used to show the computational results for the type of system studied and the robustness of the technique is discussed in comparison with NSGA-II and SPEA-2. |
|---|---|
| AbstractList | The optimal solution of a multi-objective optimization problem (MOP) corresponds to a Pareto set that is characterized by a tradeoff between objectives. Genetic Pareto Set Identification Algorithm (GPSIA) proposed for reliability-redundant MOPs is a hybrid technique which combines genetic and heuristic principles to generate non-dominated solutions. Series–parallel system with active redundancy is studied in this paper. Reliability and cost were the research objective functions subject to cost and weight constraints. The results reveal an evenly distributed non-dominated front. The distances between successive Pareto points were used to evaluate the general performance of the method. Plots were also used to show the computational results for the type of system studied and the robustness of the technique is discussed in comparison with NSGA-II and SPEA-2. |
| Author | Okafor, Ekene Gabriel Sun, You-Chao |
| Author_xml | – sequence: 1 givenname: Ekene Gabriel surname: Okafor fullname: Okafor, Ekene Gabriel email: gabriel.oka4@gmail.com – sequence: 2 givenname: You-Chao surname: Sun fullname: Sun, You-Chao |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=25954522$$DView record in Pascal Francis |
| BookMark | eNp9kL1OwzAURi0EEm3hBZiyMCZc_8WxxFJVtFQqAgmYLdexkaM0qey0Upl4B96QJyGliIGh013O-aR7hui0aRuL0BWGDAPOb6os2BgzAphkQDPA7AQNcCFkCgXNT9EAJMdpQQmco2GMFQAwycUATR82defTdllZ0_mtTdp151f-XXe-bZLWJTqJNngbvz4-1zrourZ1Enexs6tkE33zlsyenufjC3TmdB3t5e8dodfp3cvkPl08zuaT8SI1lEKXUmZ0SWThhNXLQuScMOkk1qxY5lgTBk5wgQ1wSU0JriTaCeoEM64sJQZBR-j6sLvW0ejaBd0YH9U6-JUOO0W45IwT0nPkwJnQxhis-0MwqH0xVal9MbUvpoCqvlgvFf8k47ufEF3Qvj6u3h5U2z-_9TaoaLxtjC196MOqsvXH9G9RVYpE |
| CitedBy_id | crossref_primary_10_4028_www_scientific_net_AMR_681_304 crossref_primary_10_1016_j_jngse_2021_104207 crossref_primary_10_1093_imaman_dpv010 crossref_primary_10_1007_s11219_019_09491_0 crossref_primary_10_1016_j_isatra_2014_10_002 crossref_primary_10_1007_s10479_021_04039_7 crossref_primary_10_1007_s40314_015_0278_4 crossref_primary_10_1016_j_ress_2015_07_019 crossref_primary_10_1016_j_apm_2015_01_070 crossref_primary_10_1016_j_ress_2017_01_002 crossref_primary_10_1080_21681015_2013_861363 crossref_primary_10_1016_j_ress_2017_03_025 crossref_primary_10_1007_s12221_013_1722_y crossref_primary_10_1115_1_4055774 |
| Cites_doi | 10.1109/TEVC.2009.2017515 10.1016/j.ress.2003.08.001 10.2514/2.1048 10.1016/j.cor.2008.02.017 10.1109/TVT.2003.808806 10.1016/j.ress.2005.11.053 10.1115/1.1904639 10.1016/j.ress.2005.11.039 10.1016/j.ress.2005.11.018 10.1016/j.asoc.2006.03.001 10.1016/j.ress.2005.11.007 10.1016/j.ress.2009.09.001 10.1016/j.ins.2007.01.003 10.1109/TEVC.2008.925798 10.1016/S1568-4946(02)00068-6 10.1080/10255810390245591 10.1007/s00158-003-0368-6 10.1109/TSMCA.2006.889476 10.1109/24.877336 10.1109/4235.996017 10.1016/j.ress.2007.02.009 10.1007/978-3-540-70928-2_67 10.1016/j.ress.2005.11.046 10.1016/S0377-2217(01)00123-0 10.1145/1143997.1144130 10.1109/TR.1977.5220100 |
| ContentType | Journal Article |
| Copyright | 2012 Elsevier Ltd 2015 INIST-CNRS |
| Copyright_xml | – notice: 2012 Elsevier Ltd – notice: 2015 INIST-CNRS |
| DBID | AAYXX CITATION IQODW |
| DOI | 10.1016/j.ress.2012.03.014 |
| DatabaseName | CrossRef Pascal-Francis |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Applied Sciences |
| EISSN | 1879-0836 |
| EndPage | 71 |
| ExternalDocumentID | 25954522 10_1016_j_ress_2012_03_014 S0951832012000488 |
| GroupedDBID | --K --M .~1 0R~ 123 1B1 1~. 1~5 29P 4.4 457 4G. 5VS 7-5 71M 8P~ 9JN 9JO AABNK AACTN AAEDT AAEDW AAFJI AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXUO ABEFU ABFNM ABJNI ABMAC ABMMH ABTAH ABXDB ABYKQ ACDAQ ACGFS ACIWK ACNNM ACRLP ADBBV ADEZE ADMUD ADTZH AEBSH AECPX AEKER AENEX AFKWA AFRAH AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AIEXJ AIKHN AITUG AJBFU AJOXV AKYCK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOMHK ASPBG AVARZ AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HVGLF HZ~ IHE J1W JJJVA KOM LY7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. PRBVW Q38 R2- RIG ROL RPZ SDF SDG SES SET SEW SPC SPCBC SSB SSO SST SSZ T5K TN5 WUQ XPP ZMT ZY4 ~G- AATTM AAXKI AAYWO AAYXX ABWVN ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFJKZ AFPUW AFXIZ AGCQF AGQPQ AGRNS AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP BNPGV CITATION SSH EFKBS IQODW |
| ID | FETCH-LOGICAL-c330t-34cad298f7eab8765249f91a48b61a240f7571c0593cd0fd2af73f74cfdd91073 |
| IEDL.DBID | .~1 |
| ISSN | 0951-8320 |
| IngestDate | Mon Jul 21 09:12:44 EDT 2025 Thu Apr 24 22:52:41 EDT 2025 Tue Jul 01 01:46:24 EDT 2025 Fri Feb 23 02:28:02 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | NSGA-II PEAS TCS Hybridization WBGA GUB MOGA GA GADSCRRSU SPEA DMOEA VEGA WSA PESA Genetic Pareto set identification algorithm (GPSIA) EMOO RDGA Series-parallel systems GPSIA MOO MOP Genetic algorithm NC POS SPEA-2 NPGA RWGA Multi-objective optimization NSGA Costs Pareto optimum Redundancy Multiobjective programming Series system Optimization Genetic Pareto set identification algorithm Active system Parallel system Heuristic method Cost function Robustness Objective function Reliability |
| Language | English |
| License | https://www.elsevier.com/tdm/userlicense/1.0 CC BY 4.0 |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c330t-34cad298f7eab8765249f91a48b61a240f7571c0593cd0fd2af73f74cfdd91073 |
| PageCount | 11 |
| ParticipantIDs | pascalfrancis_primary_25954522 crossref_primary_10_1016_j_ress_2012_03_014 crossref_citationtrail_10_1016_j_ress_2012_03_014 elsevier_sciencedirect_doi_10_1016_j_ress_2012_03_014 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2012-07-01 |
| PublicationDateYYYYMMDD | 2012-07-01 |
| PublicationDate_xml | – month: 07 year: 2012 text: 2012-07-01 day: 01 |
| PublicationDecade | 2010 |
| PublicationPlace | Oxford |
| PublicationPlace_xml | – name: Oxford |
| PublicationTitle | Reliability engineering & system safety |
| PublicationYear | 2012 |
| Publisher | Elsevier Ltd Elsevier |
| Publisher_xml | – name: Elsevier Ltd – name: Elsevier |
| References | Marseguerra, Zio, Martorell (bib14) 2006; 91 Rachmawati, Srinivasan (bib7) 2009; 13 Azaron, Perkgoz, Katagiri, Kato, Sakawa (bib23) 2009; 36 Tillman, Hwang, Kuo (bib3) 1977; 26 Ghosh, Sinha, Das (bib17) 2003; 52 Hui, Qingfu (bib28) 2009; 13 Jones, Mirrazavi, Tamiz (bib21) 2002; 137 Gen, Cheng (bib20) 1997 Shan, Wang (bib25) 2005; 127 Adra, Griffin, Fleming (bib10) 2007; 44 Konak, Coit, Smith (bib8) 2006; 9 Sasaki, Gen (bib12) 2003; 2 San Jose-Revuelta (bib15) 2007; 177 Bingul (bib16) 2007; 7 Kuo, Prasad (bib2) 2000; 49 Kuo, Wan (bib4) 2007; 37 Elegbede, Abjallah (bib13) 2003; 82 Zhisheng, Zhizhong, Min (bib18) 2010; 95 Tavakkoli-Moghaddam, Safari, Sassani (bib6) 2008; 91 Rachmawati L, Srinivasan DA. Multi-objective evolutionary algorithm with weighted-sum niching for convergence on knee regions, In: Proceedings of the IEEE Congress Evolutionary Computation, 2006; 1916–1923 Tappeta, Renaud, Messac, Sundararaj (bib9) 2003; 38 Sasaki, Gen (bib11) 2003; 5 Gen, Yun (bib5) 2006; 91 Tian, Zuo (bib22) 2006; 91 Marler RT, Arora JS. Survey of multi-objective optimization methods for Engineering. Structural and Multidisciplinary Optimization. 26(6):369–95 Guest Editorial (bib19) 2006; 91 Zitzler, Laumanns, Thiele (bib27) 2001 Deb, Agrawal, Pratap, Meyarivan (bib26) 2002; 6 Kuo (10.1016/j.ress.2012.03.014_bib2) 2000; 49 Tappeta (10.1016/j.ress.2012.03.014_bib9) 2003; 38 Gen (10.1016/j.ress.2012.03.014_bib5) 2006; 91 10.1016/j.ress.2012.03.014_bib24 Deb (10.1016/j.ress.2012.03.014_bib26) 2002; 6 Tian (10.1016/j.ress.2012.03.014_bib22) 2006; 91 Hui (10.1016/j.ress.2012.03.014_bib28) 2009; 13 Sasaki (10.1016/j.ress.2012.03.014_bib12) 2003; 2 Kuo (10.1016/j.ress.2012.03.014_bib4) 2007; 37 Rachmawati (10.1016/j.ress.2012.03.014_bib7) 2009; 13 Ghosh (10.1016/j.ress.2012.03.014_bib17) 2003; 52 Zhisheng (10.1016/j.ress.2012.03.014_bib18) 2010; 95 Gen (10.1016/j.ress.2012.03.014_bib20) 1997 Tillman (10.1016/j.ress.2012.03.014_bib3) 1977; 26 10.1016/j.ress.2012.03.014_bib1 Guest Editorial (10.1016/j.ress.2012.03.014_bib19) 2006; 91 Elegbede (10.1016/j.ress.2012.03.014_bib13) 2003; 82 Marseguerra (10.1016/j.ress.2012.03.014_bib14) 2006; 91 Zitzler (10.1016/j.ress.2012.03.014_bib27) 2001 Tavakkoli-Moghaddam (10.1016/j.ress.2012.03.014_bib6) 2008; 91 Konak (10.1016/j.ress.2012.03.014_bib8) 2006; 9 Adra (10.1016/j.ress.2012.03.014_bib10) 2007; 44 Jones (10.1016/j.ress.2012.03.014_bib21) 2002; 137 Shan (10.1016/j.ress.2012.03.014_bib25) 2005; 127 Azaron (10.1016/j.ress.2012.03.014_bib23) 2009; 36 Sasaki (10.1016/j.ress.2012.03.014_bib11) 2003; 5 San Jose-Revuelta (10.1016/j.ress.2012.03.014_bib15) 2007; 177 Bingul (10.1016/j.ress.2012.03.014_bib16) 2007; 7 |
| References_xml | – volume: 2 start-page: 189 year: 2003 end-page: 196 ident: bib12 article-title: Fuzzy multiple objective optimal system design by Hybrid genetic algorithm publication-title: Applied Soft Computing – volume: 91 start-page: 1049 year: 2006 end-page: 1056 ident: bib22 article-title: Redundancy allocation for multi-state systems using physical programming and genetic algorithms publication-title: Reliability Engineering & System Safety – reference: Marler RT, Arora JS. Survey of multi-objective optimization methods for Engineering. Structural and Multidisciplinary Optimization. 26(6):369–95 – volume: 91 start-page: 1008 year: 2006 end-page: 1026 ident: bib5 article-title: Soft computing approach for reliability optimization: state-of-the- art survey publication-title: Reliability Engineering & System Safety – volume: 91 start-page: 550 year: 2008 end-page: 556 ident: bib6 article-title: Reliability optimization of series parallel systems with a choice of redundancy strategies using a genetic algorithm publication-title: Reliability Engineering & System Safety – volume: 137 start-page: 1 year: 2002 end-page: 9 ident: bib21 article-title: Multiobjective meta-heuristics: an overview of current state-of-the-art publication-title: European Journal of Operations and Research – volume: 26 start-page: 148 year: 1977 end-page: 152 ident: bib3 article-title: Optimization techniques for system reliability with redundancy – a review publication-title: IEEE Transactions on Reliability – volume: 5 start-page: 281 year: 2003 end-page: 288 ident: bib11 article-title: Method of fuzzy multi-objective nonlinear programming with GUB structure by Hybrid genetic algorithm publication-title: International Journal of Smart Engineering Design – volume: 9 start-page: 992 year: 2006 end-page: 1007 ident: bib8 article-title: Multi-objective optimization using genetic algorithms: a tutorial publication-title: Reliability Engineering & System Safety – volume: 52 start-page: 860 year: 2003 end-page: 875 ident: bib17 article-title: Channel assignment using genetic algorithm based on geometric symmetry publication-title: IEEE Transactions on Vehicular Technology – volume: 95 start-page: 120 year: 2010 end-page: 126 ident: bib18 article-title: Some improvement on adaptive genetic algorithm for reliability-related applications publication-title: Reliability Engineering & System Safety – volume: 13 start-page: 284 year: 2009 end-page: 302 ident: bib28 article-title: Multi-objective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II publication-title: IEEE Transactions on Evolutionary Computation – volume: 177 start-page: 2655 year: 2007 end-page: 2678 ident: bib15 article-title: New adaptive genetic algorithm for fixed channel assignment publication-title: Information Science – year: 1997 ident: bib20 article-title: Genetic Algorithms and Engineering Design – volume: 44 start-page: 908 year: 2007 end-page: 921 ident: bib10 article-title: Comparative study of progressive preference articulation techniques for multi-optimization publication-title: In: Proceedings of the 4 – volume: 91 start-page: 975 year: 2006 end-page: 976 ident: bib19 article-title: Genetic algorithms in reliability engineering publication-title: Reliability Engineering & System Safety – year: 2001 ident: bib27 article-title: SPEA2: improving the strength Pareto evolutionary algorithm publication-title: Swiss Federal Institute of Technology: Zurich Switzerland – volume: 36 start-page: 1562 year: 2009 end-page: 1571 ident: bib23 article-title: Multi-objective reliability optimization for dissimilar – unit cold-standby systems using a genetic algorithm publication-title: Comparative & Operation Research – volume: 38 start-page: 917 year: 2003 end-page: 926 ident: bib9 article-title: Interactive physical programming: trade-off analysis and decision making in multi-criteria optimization publication-title: AIAA Journal – volume: 127 start-page: 866 year: 2005 end-page: 875 ident: bib25 article-title: An efficient Pareto set identification approach for multi-objective optimization on black box function publication-title: Journal of Mechanical Design – volume: 13 start-page: 810 year: 2009 end-page: 824 ident: bib7 article-title: Multiobjective evolutionary algorithm with controllable focus on the knees of the Pareto front publication-title: IEEE Transactions on Evolutionary Computation – volume: 37 start-page: 143 year: 2007 end-page: 156 ident: bib4 article-title: Recent advances in optimal reliability allocation publication-title: IEEE Transactions on Systems, Man, and Cybernetics Part A: Systems and Humans – volume: 91 start-page: 977 year: 2006 end-page: 991 ident: bib14 article-title: Basics of genetic algorithms optimization for RAMS applications publication-title: Reliability Engineering & System Safety – volume: 6 start-page: 182 year: 2002 end-page: 197 ident: bib26 article-title: A fast and elitist multi-objective genetic algorithm: NSGA-II publication-title: IEEE Transactions on Evolutionary Computation – volume: 82 start-page: 319 year: 2003 end-page: 330 ident: bib13 article-title: Availability allocation to repairable systems with genetic algorithms: a multi-objective formulation publication-title: Reliability Engineering & System Safety – reference: Rachmawati L, Srinivasan DA. Multi-objective evolutionary algorithm with weighted-sum niching for convergence on knee regions, In: Proceedings of the IEEE Congress Evolutionary Computation, 2006; 1916–1923 – volume: 49 start-page: 176 year: 2000 end-page: 187 ident: bib2 article-title: An annotated overview of system reliability optimization publication-title: IEEE Transactions on Reliability – volume: 7 start-page: 791 year: 2007 end-page: 799 ident: bib16 article-title: Adaptive genetic algorithm applied to dynamic multi-objective problems publication-title: Applied Soft Computing – volume: 13 start-page: 810 issue: 4 year: 2009 ident: 10.1016/j.ress.2012.03.014_bib7 article-title: Multiobjective evolutionary algorithm with controllable focus on the knees of the Pareto front publication-title: IEEE Transactions on Evolutionary Computation doi: 10.1109/TEVC.2009.2017515 – year: 2001 ident: 10.1016/j.ress.2012.03.014_bib27 article-title: SPEA2: improving the strength Pareto evolutionary algorithm publication-title: Swiss Federal Institute of Technology: Zurich Switzerland – volume: 82 start-page: 319 issue: 3 year: 2003 ident: 10.1016/j.ress.2012.03.014_bib13 article-title: Availability allocation to repairable systems with genetic algorithms: a multi-objective formulation publication-title: Reliability Engineering & System Safety doi: 10.1016/j.ress.2003.08.001 – volume: 38 start-page: 917 issue: 5 year: 2003 ident: 10.1016/j.ress.2012.03.014_bib9 article-title: Interactive physical programming: trade-off analysis and decision making in multi-criteria optimization publication-title: AIAA Journal doi: 10.2514/2.1048 – volume: 36 start-page: 1562 issue: 5 year: 2009 ident: 10.1016/j.ress.2012.03.014_bib23 article-title: Multi-objective reliability optimization for dissimilar – unit cold-standby systems using a genetic algorithm publication-title: Comparative & Operation Research doi: 10.1016/j.cor.2008.02.017 – volume: 52 start-page: 860 issue: 4 year: 2003 ident: 10.1016/j.ress.2012.03.014_bib17 article-title: Channel assignment using genetic algorithm based on geometric symmetry publication-title: IEEE Transactions on Vehicular Technology doi: 10.1109/TVT.2003.808806 – volume: 91 start-page: 1008 issue: 9 year: 2006 ident: 10.1016/j.ress.2012.03.014_bib5 article-title: Soft computing approach for reliability optimization: state-of-the- art survey publication-title: Reliability Engineering & System Safety doi: 10.1016/j.ress.2005.11.053 – volume: 127 start-page: 866 issue: 5 year: 2005 ident: 10.1016/j.ress.2012.03.014_bib25 article-title: An efficient Pareto set identification approach for multi-objective optimization on black box function publication-title: Journal of Mechanical Design doi: 10.1115/1.1904639 – volume: 91 start-page: 1049 issue: 9 year: 2006 ident: 10.1016/j.ress.2012.03.014_bib22 article-title: Redundancy allocation for multi-state systems using physical programming and genetic algorithms publication-title: Reliability Engineering & System Safety doi: 10.1016/j.ress.2005.11.039 – volume: 9 start-page: 992 issue: 1 year: 2006 ident: 10.1016/j.ress.2012.03.014_bib8 article-title: Multi-objective optimization using genetic algorithms: a tutorial publication-title: Reliability Engineering & System Safety doi: 10.1016/j.ress.2005.11.018 – volume: 7 start-page: 791 issue: 3 year: 2007 ident: 10.1016/j.ress.2012.03.014_bib16 article-title: Adaptive genetic algorithm applied to dynamic multi-objective problems publication-title: Applied Soft Computing doi: 10.1016/j.asoc.2006.03.001 – volume: 91 start-page: 975 issue: 9 year: 2006 ident: 10.1016/j.ress.2012.03.014_bib19 article-title: Genetic algorithms in reliability engineering publication-title: Reliability Engineering & System Safety doi: 10.1016/j.ress.2005.11.007 – volume: 95 start-page: 120 issue: 2 year: 2010 ident: 10.1016/j.ress.2012.03.014_bib18 article-title: Some improvement on adaptive genetic algorithm for reliability-related applications publication-title: Reliability Engineering & System Safety doi: 10.1016/j.ress.2009.09.001 – volume: 177 start-page: 2655 issue: 13 year: 2007 ident: 10.1016/j.ress.2012.03.014_bib15 article-title: New adaptive genetic algorithm for fixed channel assignment publication-title: Information Science doi: 10.1016/j.ins.2007.01.003 – volume: 13 start-page: 284 issue: 2 year: 2009 ident: 10.1016/j.ress.2012.03.014_bib28 article-title: Multi-objective optimization problems with complicated Pareto sets, MOEA/D and NSGA-II publication-title: IEEE Transactions on Evolutionary Computation doi: 10.1109/TEVC.2008.925798 – volume: 2 start-page: 189 issue: 3 year: 2003 ident: 10.1016/j.ress.2012.03.014_bib12 article-title: Fuzzy multiple objective optimal system design by Hybrid genetic algorithm publication-title: Applied Soft Computing doi: 10.1016/S1568-4946(02)00068-6 – volume: 5 start-page: 281 issue: 4 year: 2003 ident: 10.1016/j.ress.2012.03.014_bib11 article-title: Method of fuzzy multi-objective nonlinear programming with GUB structure by Hybrid genetic algorithm publication-title: International Journal of Smart Engineering Design doi: 10.1080/10255810390245591 – ident: 10.1016/j.ress.2012.03.014_bib1 doi: 10.1007/s00158-003-0368-6 – volume: 37 start-page: 143 issue: 2 year: 2007 ident: 10.1016/j.ress.2012.03.014_bib4 article-title: Recent advances in optimal reliability allocation publication-title: IEEE Transactions on Systems, Man, and Cybernetics Part A: Systems and Humans doi: 10.1109/TSMCA.2006.889476 – volume: 49 start-page: 176 issue: 2 year: 2000 ident: 10.1016/j.ress.2012.03.014_bib2 article-title: An annotated overview of system reliability optimization publication-title: IEEE Transactions on Reliability doi: 10.1109/24.877336 – volume: 6 start-page: 182 issue: 2 year: 2002 ident: 10.1016/j.ress.2012.03.014_bib26 article-title: A fast and elitist multi-objective genetic algorithm: NSGA-II publication-title: IEEE Transactions on Evolutionary Computation doi: 10.1109/4235.996017 – year: 1997 ident: 10.1016/j.ress.2012.03.014_bib20 – volume: 91 start-page: 550 issue: 9 year: 2008 ident: 10.1016/j.ress.2012.03.014_bib6 article-title: Reliability optimization of series parallel systems with a choice of redundancy strategies using a genetic algorithm publication-title: Reliability Engineering & System Safety doi: 10.1016/j.ress.2007.02.009 – volume: 44 start-page: 908 issue: 3 year: 2007 ident: 10.1016/j.ress.2012.03.014_bib10 article-title: Comparative study of progressive preference articulation techniques for multi-optimization publication-title: In: Proceedings of the 4th International Conference on Evolutionary Multi-criterion Optimization doi: 10.1007/978-3-540-70928-2_67 – volume: 91 start-page: 977 issue: 9 year: 2006 ident: 10.1016/j.ress.2012.03.014_bib14 article-title: Basics of genetic algorithms optimization for RAMS applications publication-title: Reliability Engineering & System Safety doi: 10.1016/j.ress.2005.11.046 – volume: 137 start-page: 1 issue: 1 year: 2002 ident: 10.1016/j.ress.2012.03.014_bib21 article-title: Multiobjective meta-heuristics: an overview of current state-of-the-art publication-title: European Journal of Operations and Research doi: 10.1016/S0377-2217(01)00123-0 – ident: 10.1016/j.ress.2012.03.014_bib24 doi: 10.1145/1143997.1144130 – volume: 26 start-page: 148 issue: 3 year: 1977 ident: 10.1016/j.ress.2012.03.014_bib3 article-title: Optimization techniques for system reliability with redundancy – a review publication-title: IEEE Transactions on Reliability doi: 10.1109/TR.1977.5220100 |
| SSID | ssj0004957 |
| Score | 2.11832 |
| Snippet | The optimal solution of a multi-objective optimization problem (MOP) corresponds to a Pareto set that is characterized by a tradeoff between objectives.... |
| SourceID | pascalfrancis crossref elsevier |
| SourceType | Index Database Enrichment Source Publisher |
| StartPage | 61 |
| SubjectTerms | Applied sciences Decision theory. Utility theory Exact sciences and technology Genetic algorithm Genetic Pareto set identification algorithm (GPSIA) Hybridization Mathematical programming Multi-objective optimization Operational research and scientific management Operational research. Management science Reliability theory. Replacement problems Series-parallel systems |
| Title | Multi-objective optimization of a series–parallel system using GPSIA |
| URI | https://dx.doi.org/10.1016/j.ress.2012.03.014 |
| Volume | 103 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3LTsJAFJ0Q3GiM8RnxQWbhzlQ67QxDl4SIoJGYIAm7yXQeBlKBCG6N_-Af-iXO7QNhIQuXbWba5vTm3LnJuecidBUHmhDNQo-7bOhR7gpWmG3lMaXBm0UqPzX1eezVOwN6P2TDEmoVvTAgq8y5P-P0lK3zO7UczdpsNKr14XDg4hG6P9M4hA52ykHWd_PxK_NwBQAvxsnD6rxxJtN4QUUL8q4gNTol9K_ktDuTcweZzWZdrCSg9j7ay0-OuJl93AEqmckh2lnxEzxC7bSd1pvG44zG8NQRwmveaYmnFksMEWfm359f4PmdJCbBmZczBgH8C7576nebx2jQvn1udbx8UIKnwtBfeCFVUgdRw3IjY0dvzNVUNiKSNuI6kS5nW844UTC9T2nf6kBaHlpOldXaHRd4eILKk-nEnCJsFAuM5ZISaahlJLZgUKRpFNcjY61fQaRASKjcRRyGWSSikIuNBaAqAFXhh8KhWkHXyz2zzENj42pWAC_WIkE4kt-4r7r2l5avcgUeDFIPzv754HO0DVeZRvcClRdv7-bSnUQWcTUNtSraanYfOr0f76Ddxg |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3JTsMwEB2V9gAIIVaxFh-4oahx4tTkWCFKS6FCAiRuluMFFZW2gnLnH_hDvgRP7LIc4MC1qZPoZfRmRpp5D-CwSDSlOksj7rJhxLhrWNHbKsqURm0WqeJS1Oey3-zcsvO77K4CJ7NdGByrDNzvOb1k6_BLI6DZmAwGjWssDlw84vZnGYdzUEN1KlaFWqvb6_S_1iNzL_iJjvJ4IOzO-DEvbGpxwisptU4p-y0_LU3ks0PNeruLbzmovQLLoXgkLf9-q1AxozVY_CYpuA7tcqM2GhcPnsnI2HHCY1i2JGNLJMGgM8_vr28o-z0cmiHxcs4EZ-DvydnVdbe1Abft05uTThS8EiKVpvE0SpmSOsmPLTeycAyXubbK5lSy46JJpUvblmecKjTwUzq2OpGWp5YzZbV2FQNPN6E6Go_MFhCjssRYLhmVhtmMFhY1ijTLi2ZurI23gc4QEioIiaOfxVDMJsYeBKIqEFURp8Khug1Hn2cmXkbjz39nM-DFj2AQjuf_PFf_8ZU-H-V6PPRST3b-eeMDmO_cXF6Ii26_twsLeMWP7O5Bdfr0YvZdYTIt6iHwPgCQXeB3 |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Multi-objective+optimization+of+a+series%E2%80%93parallel+system+using+GPSIA&rft.jtitle=Reliability+engineering+%26+system+safety&rft.au=Okafor%2C+Ekene+Gabriel&rft.au=Sun%2C+You-Chao&rft.date=2012-07-01&rft.pub=Elsevier+Ltd&rft.issn=0951-8320&rft.eissn=1879-0836&rft.volume=103&rft.spage=61&rft.epage=71&rft_id=info:doi/10.1016%2Fj.ress.2012.03.014&rft.externalDocID=S0951832012000488 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0951-8320&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0951-8320&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0951-8320&client=summon |