Quantum computing intelligence algorithm for structural topology optimization
•A global-gradient hybrid framework for geometry feature driven topology optimization is proposed.•The method demonstrates superior material arrangement optimization over the original framework.•Enhanced engineering applicability is achieved compared to the traditional approach.•Higher stability and...
Saved in:
| Published in: | Applied mathematical modelling Vol. 137; p. 115692 |
|---|---|
| Main Authors: | , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Elsevier Inc
01.01.2025
|
| Subjects: | |
| ISSN: | 0307-904X |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | •A global-gradient hybrid framework for geometry feature driven topology optimization is proposed.•The method demonstrates superior material arrangement optimization over the original framework.•Enhanced engineering applicability is achieved compared to the traditional approach.•Higher stability and convergence consistency are shown compared to PSO and DE frameworks.
Structural topology optimization methods that are driven by the geometric features of components, such as the Moving Morphable Component (MMC), are widely explored due to their convenient interaction with design software. However, these methods exhibit significant sensitivity to the initial positioning of components, limiting their suitability for applications involving complex geometric boundaries. This study addresses these challenges by introducing a novel dual-layer optimization framework that employs a quantum computing-based intelligent optimization algorithm, Quantum-behaved Particle Swarm Optimization (QPSO). The potential drawbacks of the MMC method in engineering applications, particularly its sensitivity to initial conditions, are critically examined, leading to the proposal of a global-gradient hybrid framework for geometry feature-driven topology optimization. This proposed method demonstrates superior capability in optimizing material arrangements compared to the original MMC framework and enhances engineering applicability, making it more suitable for real-world applications. Through three representative examples, the limitations of the original MMC method are illustrated, and the advantages of the proposed dual-layer framework are highlighted. The results indicate that this method not only overcomes sensitivity issues but also stably identifies superior configurations, particularly for structures with complex geometric boundaries, providing models that facilitate interaction with CAD systems. This method offers a robust and precise approach for optimizing designs in various engineering fields. |
|---|---|
| AbstractList | •A global-gradient hybrid framework for geometry feature driven topology optimization is proposed.•The method demonstrates superior material arrangement optimization over the original framework.•Enhanced engineering applicability is achieved compared to the traditional approach.•Higher stability and convergence consistency are shown compared to PSO and DE frameworks.
Structural topology optimization methods that are driven by the geometric features of components, such as the Moving Morphable Component (MMC), are widely explored due to their convenient interaction with design software. However, these methods exhibit significant sensitivity to the initial positioning of components, limiting their suitability for applications involving complex geometric boundaries. This study addresses these challenges by introducing a novel dual-layer optimization framework that employs a quantum computing-based intelligent optimization algorithm, Quantum-behaved Particle Swarm Optimization (QPSO). The potential drawbacks of the MMC method in engineering applications, particularly its sensitivity to initial conditions, are critically examined, leading to the proposal of a global-gradient hybrid framework for geometry feature-driven topology optimization. This proposed method demonstrates superior capability in optimizing material arrangements compared to the original MMC framework and enhances engineering applicability, making it more suitable for real-world applications. Through three representative examples, the limitations of the original MMC method are illustrated, and the advantages of the proposed dual-layer framework are highlighted. The results indicate that this method not only overcomes sensitivity issues but also stably identifies superior configurations, particularly for structures with complex geometric boundaries, providing models that facilitate interaction with CAD systems. This method offers a robust and precise approach for optimizing designs in various engineering fields. |
| ArticleNumber | 115692 |
| Author | Wang, Xiaojun Wang, Zhenghuan |
| Author_xml | – sequence: 1 givenname: Zhenghuan surname: Wang fullname: Wang, Zhenghuan – sequence: 2 givenname: Xiaojun orcidid: 0000-0001-6191-7582 surname: Wang fullname: Wang, Xiaojun email: xjwang@buaa.edu.cn |
| BookMark | eNp9kM1KxDAURrMYwZnRB3CXF2hN0qZJcSWDfzAigoK7kKa3NUOblDQVxqe347hyMavLvXAu33dWaOG8A4SuKEkpocX1LtVDnzLC8pRSXpRsgZYkIyIpSf5xjlbjuCOE8HlboufXSbs49dj4fpiidS22LkLX2RacAay71gcbP3vc-IDHGCYTp6A7HP3gO9_usR-i7e23jta7C3TW6G6Ey7-5Ru_3d2-bx2T78vC0ud0mhpUiJlpILjlkspCU1DLXopovxEABksmaGAKGVqLKGeeiyRkUkgneiNKA5rRqsjWix78m-HEM0Kgh2F6HvaJEHRyonZodqIMDdXQwM-IfY2z8TR2Dtt1J8uZIwlzpy0JQo7EHO7UNYKKqvT1B_wDi4nyr |
| CitedBy_id | crossref_primary_10_3390_ma17225652 crossref_primary_10_1016_j_ijmecsci_2025_110646 crossref_primary_10_1002_qute_202400716 |
| Cites_doi | 10.1016/j.compstruc.2014.04.005 10.1038/s41598-024-56327-4 10.1016/j.asoc.2010.11.013 10.1016/j.advengsoft.2016.01.008 10.1016/j.asoc.2021.107388 10.1115/1.4027609 10.1016/j.asoc.2015.10.034 10.1007/s10489-017-0903-6 10.1115/1.4040547 10.1016/j.apm.2022.02.003 10.4097/kjae.2015.68.6.540 10.1007/s00158-019-02396-3 10.1016/0045-7825(88)90086-2 10.1155/2014/739768 10.1016/j.cad.2010.12.015 10.1016/S0045-7825(99)00390-4 10.1007/s00158-015-1372-3 10.1007/s00500-022-06856-9 10.1115/1.4032432 10.1016/j.compstruc.2016.01.008 10.1007/s00158-021-02970-8 10.1016/j.apm.2019.10.026 10.1016/j.finel.2007.06.006 10.1016/j.cma.2016.06.027 10.1016/j.eswa.2022.118676 10.1016/j.asoc.2009.06.001 10.1016/j.compstruc.2014.03.007 10.1166/asl.2016.7083 10.1016/j.asoc.2014.02.006 10.1016/j.knosys.2021.107555 10.1007/s004190050248 10.1016/j.cma.2017.07.004 10.1007/s001580050176 10.1108/02644409810244129 10.1016/j.advengsoft.2005.04.005 10.1016/j.swevo.2015.07.002 10.1007/s00466-016-1365-0 10.1016/j.advengsoft.2013.12.007 10.1214/ss/1177011077 10.1016/j.eswa.2013.07.067 10.3102/10769986023002170 10.1016/j.ins.2015.04.031 10.1016/j.cie.2018.12.033 10.1007/s00158-021-02984-2 10.1016/S0045-7825(02)00559-5 10.1504/IJOR.2022.127140 10.1006/jcph.2000.6581 10.1016/j.jcp.2003.09.032 10.1016/j.advengsoft.2017.03.014 10.1007/s00466-008-0312-0 10.2514/2.626 |
| ContentType | Journal Article |
| Copyright | 2024 Elsevier Inc. |
| Copyright_xml | – notice: 2024 Elsevier Inc. |
| DBID | AAYXX CITATION |
| DOI | 10.1016/j.apm.2024.115692 |
| DatabaseName | CrossRef |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Mathematics |
| ExternalDocumentID | 10_1016_j_apm_2024_115692 S0307904X24004451 |
| GroupedDBID | --K --M -~X .DC .~1 0R~ 0SF 1B1 1RT 1~. 1~5 23M 4.4 457 4G. 5GY 5VS 6I. 7-5 71M 8P~ 9JN AACTN AAEDT AAEDW AAFTH AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXKI AAXUO ABAOU ABEFU ABFNM ABMAC ABVKL ABXDB ACDAQ ACGFS ACNNM ACRLP ADBBV ADEZE ADMUD ADTZH ADVLN AEBSH AECPX AEKER AENEX AEXQZ AFFNX AFJKZ AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AIEXJ AIGVJ AIKHN AITUG AJOXV AKRWK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ ARUGR ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 EBS EFJIC EJD EO8 EO9 EP2 EP3 F5P FDB FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HZ~ IHE IXB J1W JJJVA KOM LG9 LY7 M26 M41 MHUIS MO0 MVM N9A NCXOZ O-L O9- OAUVE OK1 OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SDF SDG SES SEW SPC SPCBC SST SSW SSZ T5K TN5 WH7 WUQ XJT XPP ZMT ~02 ~G- 9DU AATTM AAYWO AAYXX ABJNI ABWVN ACLOT ACRPL ACVFH ADCNI ADNMO AEIPS AEUPX AFPUW AGQPQ AIGII AIIUN AKBMS AKYEP ANKPU APXCP CITATION EFKBS EFLBG ~HD |
| ID | FETCH-LOGICAL-c297t-a78585e386810d84a7b7850ce6e828d0c0ec1b7b42557f42e68275f79cea51bf3 |
| ISICitedReferencesCount | 4 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001348276700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0307-904X |
| IngestDate | Tue Nov 18 21:30:45 EST 2025 Sat Nov 29 06:34:28 EST 2025 Sat Nov 23 15:55:09 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Unmanned aerial vehicle design Structural topology optimization Geometry feature driven Quantum-behaved particle swarm optimization algorithm Wing rib design |
| Language | English |
| LinkModel | OpenURL |
| MergedId | FETCHMERGED-LOGICAL-c297t-a78585e386810d84a7b7850ce6e828d0c0ec1b7b42557f42e68275f79cea51bf3 |
| ORCID | 0000-0001-6191-7582 |
| ParticipantIDs | crossref_primary_10_1016_j_apm_2024_115692 crossref_citationtrail_10_1016_j_apm_2024_115692 elsevier_sciencedirect_doi_10_1016_j_apm_2024_115692 |
| PublicationCentury | 2000 |
| PublicationDate | January 2025 2025-01-00 |
| PublicationDateYYYYMMDD | 2025-01-01 |
| PublicationDate_xml | – month: 01 year: 2025 text: January 2025 |
| PublicationDecade | 2020 |
| PublicationTitle | Applied mathematical modelling |
| PublicationYear | 2025 |
| Publisher | Elsevier Inc |
| Publisher_xml | – name: Elsevier Inc |
| References | Luh, Lin (bib0013) 2009; 9 Kuo, Zulvia (bib0046) 2015; 316 Sun, Xu, Feng (bib0043) 2004 Yang, Xie, Steven, Querin (bib0009) 1999; 37 Akhtar, Manna, Duary (bib0048) 2022; 45 Eberhart, Kennedy (bib0035) 1995 Zhang, Chi, Mirjalili (bib0045) 2021; 233 Liang, Cheng (bib0015) 2020; 61 Guo, Zhang, Zhong (bib0022) 2014; 81 Vargha, Delaney (bib0064) 1998; 23 Kaveh, Mahdavi (bib0052) 2014; 139 Rao, Savsani, Vakharia (bib0038) 2011; 43 Mousavirad, Ebrahimpour-Komleh (bib0053) 2017; 47 Hu, Xu, Su (bib0044) 2020; 79 Franke, Fiebig, Paul, Vietor, Sellschopp (bib0002) 2018 Akhtar, Manna, Bhunia (bib0030) 2023; 211 Luh, Lin, Lin (bib0014) 2011; 11 Kaveh, Dadras (bib0056) 2017; 110 Zhang, Li, Yuan, Song, Guo (bib0024) 2017; 59 Holland (bib0032) 1992 Querin, Steven, Xie (bib0008) 1998; 15 Storn, Price (bib0034) 1995 Muthiah-Nakarajan, Noel (bib0050) 2016; 38 Zhang, Yuan, Zhang, Guo (bib0021) 2016; 53 Yazdani, Jolai (bib0051) 2016; 3 Allaire, Jouve, Toader (bib0018) 2004; 194 Mirjalili, Lewis (bib0037) 2016; 95 Sigmund (bib0005) 1994 Bendsøe, Kikuchi (bib0004) 1998; 71 Salmani, Eshghi (bib0058) 2017; 2017 Abedinpourshotorban, Shamsuddin, Beheshti (bib0057) 2016; 26 Sethian, Wiegmann (bib0016) 2000; 163 Zhang, Zhou, Zhu (bib0020) 2017; 325 Bendsøe, Sigmund (bib0006) 1999; 69 Jakiela, Chapman, Duda, Adewuya, Saitou (bib0012) 2000; 186 Manna, Rahman, Shaikh, Bhunia, Konstantaras (bib0028) 2022; 106 Huang, Xie (bib0011) 2009; 43 Hederberg, Thore (bib0027) 2021; 64 Cuevas, Cienfuegos (bib0039) 2014; 41 Wang, Wang, Guo (bib0017) 2003; 192 Manna, Bhunia (bib0029) 2022; 26 Cheng, Prayogo (bib0049) 2014; 139 Bergh (bib0061) 2001 Zhou, Zhang, Zhu, Xu (bib0019) 2016; 310 Ibrahim, Aziz, Aziz (bib0060) 2016; 22 Ghorbani, Babaei (bib0055) 2014; 19 Manna, Akhtar, Shaikh (bib0031) 2021; 107 Zhang, Zhang, Guo (bib0023) 2016; 83 Mirjalili, Mirjalili, Lewis (bib0036) 2014; 69 Zhu, Chen, Wang, Zhang (bib0025) 2018; 140 Erol, Eksin (bib0042) 2006; 37 Krog, Tucker, Rollema (bib0001) 2002 Deb, Agrawal, Pratap, Meyarivan (bib0033) 2000 Kashan, Tavakkoli-Moghaddam, Gen (bib0054) 2019; 128 Salcedo-Sanz, Del Ser, Landa-Torres (bib0047) 2014; 2014 Liang, Qu, Suganthan (bib0062) 2013; 635 Kim (bib0063) 2015; 68 Liu, Du (bib0026) 2021; 64 Sigmund (bib0007) 2001; 21 Reynolds (bib0040) 1994; 24 Huang, Xie (bib0010) 2007; 43 Kaveh, Bakhshpoori (bib0059) 2016; 167 Bertsimas, Tsitsiklis (bib0041) 1993; 8 Müller, Synek, Stauß (bib0003) 2024; 14 Mousavirad (10.1016/j.apm.2024.115692_bib0053) 2017; 47 Müller (10.1016/j.apm.2024.115692_bib0003) 2024; 14 Jakiela (10.1016/j.apm.2024.115692_bib0012) 2000; 186 Luh (10.1016/j.apm.2024.115692_bib0014) 2011; 11 Kaveh (10.1016/j.apm.2024.115692_bib0059) 2016; 167 Abedinpourshotorban (10.1016/j.apm.2024.115692_bib0057) 2016; 26 Sigmund (10.1016/j.apm.2024.115692_bib0007) 2001; 21 Holland (10.1016/j.apm.2024.115692_bib0032) 1992 Ibrahim (10.1016/j.apm.2024.115692_bib0060) 2016; 22 Bergh (10.1016/j.apm.2024.115692_bib0061) 2001 Kaveh (10.1016/j.apm.2024.115692_bib0052) 2014; 139 Mirjalili (10.1016/j.apm.2024.115692_bib0036) 2014; 69 Kashan (10.1016/j.apm.2024.115692_bib0054) 2019; 128 Sethian (10.1016/j.apm.2024.115692_bib0016) 2000; 163 Yang (10.1016/j.apm.2024.115692_bib0009) 1999; 37 Krog (10.1016/j.apm.2024.115692_bib0001) 2002 Huang (10.1016/j.apm.2024.115692_bib0011) 2009; 43 Zhu (10.1016/j.apm.2024.115692_bib0025) 2018; 140 Allaire (10.1016/j.apm.2024.115692_bib0018) 2004; 194 Salmani (10.1016/j.apm.2024.115692_bib0058) 2017; 2017 Sun (10.1016/j.apm.2024.115692_bib0043) 2004 Vargha (10.1016/j.apm.2024.115692_bib0064) 1998; 23 Reynolds (10.1016/j.apm.2024.115692_bib0040) 1994; 24 Guo (10.1016/j.apm.2024.115692_bib0022) 2014; 81 Wang (10.1016/j.apm.2024.115692_bib0017) 2003; 192 Querin (10.1016/j.apm.2024.115692_bib0008) 1998; 15 Muthiah-Nakarajan (10.1016/j.apm.2024.115692_bib0050) 2016; 38 Luh (10.1016/j.apm.2024.115692_bib0013) 2009; 9 Cheng (10.1016/j.apm.2024.115692_bib0049) 2014; 139 Liang (10.1016/j.apm.2024.115692_bib0015) 2020; 61 Erol (10.1016/j.apm.2024.115692_bib0042) 2006; 37 Bendsøe (10.1016/j.apm.2024.115692_bib0006) 1999; 69 Liu (10.1016/j.apm.2024.115692_bib0026) 2021; 64 Zhou (10.1016/j.apm.2024.115692_bib0019) 2016; 310 Hederberg (10.1016/j.apm.2024.115692_bib0027) 2021; 64 Manna (10.1016/j.apm.2024.115692_bib0029) 2022; 26 Akhtar (10.1016/j.apm.2024.115692_bib0030) 2023; 211 Cuevas (10.1016/j.apm.2024.115692_bib0039) 2014; 41 Kaveh (10.1016/j.apm.2024.115692_bib0056) 2017; 110 Zhang (10.1016/j.apm.2024.115692_bib0023) 2016; 83 Zhang (10.1016/j.apm.2024.115692_bib0024) 2017; 59 Hu (10.1016/j.apm.2024.115692_bib0044) 2020; 79 Deb (10.1016/j.apm.2024.115692_bib0033) 2000 Bertsimas (10.1016/j.apm.2024.115692_bib0041) 1993; 8 Manna (10.1016/j.apm.2024.115692_bib0028) 2022; 106 Salcedo-Sanz (10.1016/j.apm.2024.115692_bib0047) 2014; 2014 Rao (10.1016/j.apm.2024.115692_bib0038) 2011; 43 Zhang (10.1016/j.apm.2024.115692_bib0020) 2017; 325 Akhtar (10.1016/j.apm.2024.115692_bib0048) 2022; 45 Sigmund (10.1016/j.apm.2024.115692_bib0005) 1994 Ghorbani (10.1016/j.apm.2024.115692_bib0055) 2014; 19 Huang (10.1016/j.apm.2024.115692_bib0010) 2007; 43 Kim (10.1016/j.apm.2024.115692_bib0063) 2015; 68 Yazdani (10.1016/j.apm.2024.115692_bib0051) 2016; 3 Franke (10.1016/j.apm.2024.115692_bib0002) 2018 Storn (10.1016/j.apm.2024.115692_bib0034) 1995 Manna (10.1016/j.apm.2024.115692_bib0031) 2021; 107 Kuo (10.1016/j.apm.2024.115692_bib0046) 2015; 316 Zhang (10.1016/j.apm.2024.115692_bib0021) 2016; 53 Bendsøe (10.1016/j.apm.2024.115692_bib0004) 1998; 71 Mirjalili (10.1016/j.apm.2024.115692_bib0037) 2016; 95 Liang (10.1016/j.apm.2024.115692_bib0062) 2013; 635 Eberhart (10.1016/j.apm.2024.115692_bib0035) 1995 Zhang (10.1016/j.apm.2024.115692_bib0045) 2021; 233 |
| References_xml | – volume: 186 start-page: 339 year: 2000 end-page: 356 ident: bib0012 article-title: Continuum structural topology design with genetic algorithms publication-title: Comput. Meth. Appl. Mech. Eng – volume: 192 start-page: 227 year: 2003 end-page: 246 ident: bib0017 article-title: A level set method for structural topology optimization publication-title: Comput. Meth. Appl. Mech. Eng. – volume: 47 start-page: 850 year: 2017 end-page: 887 ident: bib0053 article-title: Human mental search: a new population-based metaheuristic optimization algorithm publication-title: Appl. Intell. – volume: 43 start-page: 393 year: 2009 end-page: 401 ident: bib0011 article-title: Bi-directional evolutionary topology optimization of continuum structures with one or multiple materials publication-title: Comput. Mech. – year: 2001 ident: bib0061 article-title: An Analysis of Particle Swarm Optimizers – volume: 81 year: 2014 ident: bib0022 article-title: Doing topology optimization explicitly and geometrically—A new moving morphable components based framework publication-title: J. Appl. Mech. – volume: 128 start-page: 192 year: 2019 end-page: 218 ident: bib0054 article-title: Find-fix-finish-exploit-analyze (F3EA) meta-heuristic algorithm: an effective algorithm with new evolutionary operators for global optimization publication-title: Comput. Ind. Eng. – volume: 38 start-page: 771 year: 2016 end-page: 787 ident: bib0050 article-title: Galactic swarm optimization: a new global optimization metaheuristic inspired by galactic motion publication-title: Appl. Soft Comput. – volume: 26 start-page: 8 year: 2016 end-page: 22 ident: bib0057 article-title: Electromagnetic field optimization: a physics-inspired metaheuristic optimization algorithm publication-title: Swarm Evol. Comput. – volume: 45 start-page: 300 year: 2022 end-page: 343 ident: bib0048 article-title: A hybrid tournament differential evolution algorithm for solving optimization problems and applications publication-title: Int. J. Oper. Res. – volume: 194 start-page: 363 year: 2004 end-page: 393 ident: bib0018 article-title: Structural optimization using sensitivity analysis and a level-set method publication-title: J. Comput. Phys. – volume: 316 start-page: 246 year: 2015 end-page: 265 ident: bib0046 article-title: The gradient evolution algorithm: a new metaheuristic publication-title: Inf. Sci. – volume: 110 start-page: 69 year: 2017 end-page: 84 ident: bib0056 article-title: A novel meta-heuristic optimization algorithm: thermal exchange optimization publication-title: Adv. Eng. Softw. – volume: 8 start-page: 10 year: 1993 end-page: 15 ident: bib0041 article-title: Simulated annealing publication-title: Stat. Sci. – volume: 139 start-page: 18 year: 2014 end-page: 27 ident: bib0052 article-title: Colliding bodies optimization: a novel meta-heuristic method publication-title: Comput. Struct. – year: 1994 ident: bib0005 article-title: Design of material structures using topology optimization – volume: 21 start-page: 120 year: 2001 end-page: 127 ident: bib0007 article-title: A 99 line topology optimization code written in Matlab publication-title: Struct. Multidiscip. Optim. – volume: 71 start-page: 197 year: 1998 end-page: 224 ident: bib0004 article-title: Generating optimal topologies in structural design using a homogenization method publication-title: Comput. Meth. Appl. Mech. Eng. – volume: 2017 year: 2017 ident: bib0058 article-title: A metaheuristic algorithm based on chemotherapy science: CSA publication-title: J. Optim. – start-page: 111 year: 2004 end-page: 116 ident: bib0043 article-title: A global search strategy of quantum-behaved particle swarm optimization publication-title: IEEE Conf. Cybern. Intell. Syst. – volume: 69 start-page: 635 year: 1999 end-page: 654 ident: bib0006 article-title: Material interpolation schemes in topology optimization publication-title: Arch. Appl. Mech. – volume: 37 start-page: 1483 year: 1999 end-page: 1488 ident: bib0009 article-title: Bidirectional evolutionary method for stiffness optimization publication-title: AIAA J – start-page: 39 year: 1995 end-page: 43 ident: bib0035 article-title: A new optimizer using particle swarm theory publication-title: Proc. 6th Int. Symp. Micromachine Human Sci – year: 2018 ident: bib0002 article-title: Topology Optimization with Integrated Casting Simulation and Parallel Manufacturing Process Improvement publication-title: Advances in Structural and Multidisciplinary Optimization. WCSMO 2017 – volume: 37 start-page: 106 year: 2006 end-page: 111 ident: bib0042 article-title: A new optimization method: big bang–big crunch publication-title: Adv. Eng. Softw. – volume: 19 start-page: 177 year: 2014 end-page: 187 ident: bib0055 article-title: Exchange market algorithm publication-title: Appl. Soft Comput. – year: 1995 ident: bib0034 article-title: Differential Evolution—A Simple and Efficient Adaptive Scheme For Global Optimization Over Continuous Spaces – volume: 635 start-page: 2014 year: 2013 ident: bib0062 article-title: Problem definitions and evaluation criteria for the CEC 2014 special session and competition on single objective real-parameter numerical optimization publication-title: Comput. Intell. Lab., Zhengzhou Univ., Zhengzhou, China, Tech. Rep., Nanyang Technol. Univ., Singapore – volume: 106 start-page: 343 year: 2022 end-page: 368 ident: bib0028 article-title: Modeling of a carbon emitted production inventory system with interval uncertainty via meta-heuristic algorithms publication-title: Appl. Math. Model. – volume: 23 start-page: 170 year: 1998 end-page: 192 ident: bib0064 article-title: The Kruskal-Wallis test and stochastic homogeneity publication-title: J. Educ. Behav. Stat. – volume: 24 start-page: 131 year: 1994 end-page: 139 ident: bib0040 article-title: An introduction to cultural algorithms publication-title: Proc. 3rd Annu. Conf. Evolutionary Programming – volume: 140 year: 2018 ident: bib0025 article-title: Structural topology optimization using a moving morphable component-based method considering geometrical nonlinearity publication-title: J. Mech. Des. – volume: 79 start-page: 145 year: 2020 end-page: 160 ident: bib0044 article-title: Grey prediction evolution algorithm for global optimization publication-title: Appl. Math. Model. – year: 2000 ident: bib0033 article-title: A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II publication-title: Parallel Problem Solving from Nature PPSN VI, Lecture Notes in Computer Science, Vol 1917 – volume: 64 start-page: 585 year: 2021 end-page: 598 ident: bib0026 article-title: Shape and topology optimization in electrical impedance tomography via moving morphable components method publication-title: Struct. Multidiscip. Optim. – volume: 43 start-page: 303 year: 2011 end-page: 315 ident: bib0038 article-title: Teaching–learning-based optimization: a novel method for constrained mechanical design optimization problems publication-title: Comput.-Aided Des – volume: 310 start-page: 1 year: 2016 end-page: 32 ident: bib0019 article-title: Feature-driven topology optimization method with signed distance function publication-title: Comput. Meth. Appl. Mech. Eng. – volume: 233 year: 2021 ident: bib0045 article-title: Enhanced Jaya algorithm: a simple but efficient optimization method for constrained engineering design problems publication-title: Knowl.-Based Syst – volume: 2014 year: 2014 ident: bib0047 article-title: The coral reefs optimization algorithm: a novel metaheuristic for efficiently solving optimization problems publication-title: Sci. World J. – volume: 83 year: 2016 ident: bib0023 article-title: Lagrangian description based topology optimization-a revival of shape optimization publication-title: J. Appl. Mech. – year: 1992 ident: bib0032 article-title: Adaptation in Natural and Artificial systems: An introductory Analysis With Applications to biology, Control, and Artificial Intelligence – volume: 3 start-page: 24 year: 2016 end-page: 36 ident: bib0051 article-title: Lion optimization algorithm (LOA): a nature-inspired metaheuristic algorithm publication-title: J. Comput. Des. Eng. – volume: 167 start-page: 69 year: 2016 end-page: 85 ident: bib0059 article-title: Water evaporation optimization: a novel physically inspired optimization algorithm publication-title: Comput. Struct. – volume: 9 start-page: 1343 year: 2009 end-page: 1353 ident: bib0013 article-title: Structural topology optimization using ant colony optimization algorithm publication-title: Appl. Soft Comput. – volume: 22 start-page: 2941 year: 2016 end-page: 2946 ident: bib0060 article-title: Simulated Kalman filter: a novel estimation-based metaheuristic optimization algorithm publication-title: Adv. Sci. Lett. – volume: 163 start-page: 489 year: 2000 end-page: 528 ident: bib0016 article-title: Structural boundary design via level set and immersed interface methods publication-title: J. Comput. Phys. – volume: 211 year: 2023 ident: bib0030 article-title: Optimization of a non-instantaneous deteriorating inventory problem with time and price dependent demand over finite time horizon via hybrid DESGO algorithm publication-title: Expert Syst. Appl. – volume: 325 start-page: 289 year: 2017 end-page: 313 ident: bib0020 article-title: A comprehensive study of feature definitions with solids and voids for topology optimization publication-title: Comput. Meth. Appl. Mech. Eng. – volume: 14 start-page: 5719 year: 2024 ident: bib0003 article-title: Development of a density-based topology optimization of homogenized lattice structures for individualized hip endoprostheses and validation using micro-FE publication-title: Sci Rep – volume: 69 start-page: 46 year: 2014 end-page: 61 ident: bib0036 article-title: Grey wolf optimizer publication-title: Adv. Eng. Softw. – volume: 139 start-page: 98 year: 2014 end-page: 112 ident: bib0049 article-title: Symbiotic organisms search: a new metaheuristic optimization algorithm publication-title: Comput. Struct. – volume: 64 start-page: 2307 year: 2021 end-page: 2321 ident: bib0027 article-title: Topology optimization for fail-safe designs using moving morphable components as a representation of damage publication-title: Struct. Multidiscip. Optim. – volume: 26 start-page: 10409 year: 2022 end-page: 10421 ident: bib0029 article-title: Investigation of green production inventory problem with selling price and green level sensitive interval-valued demand via different metaheuristic algorithms publication-title: Soft Comput – volume: 53 start-page: 1243 year: 2016 end-page: 1260 ident: bib0021 article-title: A new topology optimization approach based on moving morphable components (MMC) and the ersatz material model publication-title: Struct. Multidiscip. Optim – volume: 59 start-page: 647 year: 2017 end-page: 665 ident: bib0024 article-title: A new three-dimensional topology optimization method based on moving morphable components (MMCs) publication-title: Comput. Mech – volume: 95 start-page: 51 year: 2016 end-page: 67 ident: bib0037 article-title: The whale optimization algorithm publication-title: Adv. Eng. Softw. – volume: 61 start-page: 411 year: 2020 end-page: 431 ident: bib0015 article-title: Further elaborations on topology optimization via sequential integer programming and Canonical relaxation algorithm and 128-line MATLAB code publication-title: Struct. Multidiscip. Optim. – volume: 43 start-page: 1039 year: 2007 end-page: 1049 ident: bib0010 article-title: Convergent and mesh-independent solutions for the bi-directional evolutionary structural optimization method publication-title: Finite Elem. Anal. Des. – start-page: 1 year: 2002 end-page: 11 ident: bib0001 article-title: Application of topology, sizing and shape optimization methods to optimal design of aircraft components publication-title: Altair Engineering Ltd. Proceeding of 3rd Altair UK HyperWorks Users Conference – volume: 11 start-page: 2833 year: 2011 end-page: 2844 ident: bib0014 article-title: A binary particle swarm optimization for continuum structural topology optimization publication-title: Appl. Soft Comput. – volume: 107 year: 2021 ident: bib0031 article-title: Optimization of a deteriorated two-warehouse inventory problem with all-unit discount and shortages via tournament differential evolution publication-title: Appl. Soft Comput. – volume: 15 start-page: 1031 year: 1998 end-page: 1048 ident: bib0008 article-title: Evolutionary structural optimisation (ESO) using a bidirectional algorithm publication-title: Eng. Comput. – volume: 41 start-page: 412 year: 2014 end-page: 425 ident: bib0039 article-title: A new algorithm inspired in the behavior of the social-spider for constrained optimization publication-title: Expert Syst. Appl. – volume: 68 start-page: 540 year: 2015 end-page: 546 ident: bib0063 article-title: T test as a parametric statistic publication-title: Korean J. Anesthesiol. – start-page: 1 year: 2002 ident: 10.1016/j.apm.2024.115692_bib0001 article-title: Application of topology, sizing and shape optimization methods to optimal design of aircraft components – volume: 139 start-page: 18 year: 2014 ident: 10.1016/j.apm.2024.115692_bib0052 article-title: Colliding bodies optimization: a novel meta-heuristic method publication-title: Comput. Struct. doi: 10.1016/j.compstruc.2014.04.005 – volume: 14 start-page: 5719 year: 2024 ident: 10.1016/j.apm.2024.115692_bib0003 article-title: Development of a density-based topology optimization of homogenized lattice structures for individualized hip endoprostheses and validation using micro-FE publication-title: Sci Rep doi: 10.1038/s41598-024-56327-4 – volume: 11 start-page: 2833 issue: 2 year: 2011 ident: 10.1016/j.apm.2024.115692_bib0014 article-title: A binary particle swarm optimization for continuum structural topology optimization publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2010.11.013 – volume: 95 start-page: 51 year: 2016 ident: 10.1016/j.apm.2024.115692_bib0037 article-title: The whale optimization algorithm publication-title: Adv. Eng. Softw. doi: 10.1016/j.advengsoft.2016.01.008 – volume: 107 year: 2021 ident: 10.1016/j.apm.2024.115692_bib0031 article-title: Optimization of a deteriorated two-warehouse inventory problem with all-unit discount and shortages via tournament differential evolution publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2021.107388 – volume: 81 issue: 8 year: 2014 ident: 10.1016/j.apm.2024.115692_bib0022 article-title: Doing topology optimization explicitly and geometrically—A new moving morphable components based framework publication-title: J. Appl. Mech. doi: 10.1115/1.4027609 – volume: 38 start-page: 771 year: 2016 ident: 10.1016/j.apm.2024.115692_bib0050 article-title: Galactic swarm optimization: a new global optimization metaheuristic inspired by galactic motion publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2015.10.034 – volume: 47 start-page: 850 year: 2017 ident: 10.1016/j.apm.2024.115692_bib0053 article-title: Human mental search: a new population-based metaheuristic optimization algorithm publication-title: Appl. Intell. doi: 10.1007/s10489-017-0903-6 – start-page: 39 year: 1995 ident: 10.1016/j.apm.2024.115692_bib0035 article-title: A new optimizer using particle swarm theory – volume: 140 issue: 8 year: 2018 ident: 10.1016/j.apm.2024.115692_bib0025 article-title: Structural topology optimization using a moving morphable component-based method considering geometrical nonlinearity publication-title: J. Mech. Des. doi: 10.1115/1.4040547 – volume: 106 start-page: 343 year: 2022 ident: 10.1016/j.apm.2024.115692_bib0028 article-title: Modeling of a carbon emitted production inventory system with interval uncertainty via meta-heuristic algorithms publication-title: Appl. Math. Model. doi: 10.1016/j.apm.2022.02.003 – volume: 68 start-page: 540 issue: 6 year: 2015 ident: 10.1016/j.apm.2024.115692_bib0063 article-title: T test as a parametric statistic publication-title: Korean J. Anesthesiol. doi: 10.4097/kjae.2015.68.6.540 – year: 2018 ident: 10.1016/j.apm.2024.115692_bib0002 article-title: Topology Optimization with Integrated Casting Simulation and Parallel Manufacturing Process Improvement – volume: 61 start-page: 411 year: 2020 ident: 10.1016/j.apm.2024.115692_bib0015 article-title: Further elaborations on topology optimization via sequential integer programming and Canonical relaxation algorithm and 128-line MATLAB code publication-title: Struct. Multidiscip. Optim. doi: 10.1007/s00158-019-02396-3 – volume: 71 start-page: 197 issue: 2 year: 1998 ident: 10.1016/j.apm.2024.115692_bib0004 article-title: Generating optimal topologies in structural design using a homogenization method publication-title: Comput. Meth. Appl. Mech. Eng. doi: 10.1016/0045-7825(88)90086-2 – volume: 2014 year: 2014 ident: 10.1016/j.apm.2024.115692_bib0047 article-title: The coral reefs optimization algorithm: a novel metaheuristic for efficiently solving optimization problems publication-title: Sci. World J. doi: 10.1155/2014/739768 – volume: 43 start-page: 303 issue: 3 year: 2011 ident: 10.1016/j.apm.2024.115692_bib0038 article-title: Teaching–learning-based optimization: a novel method for constrained mechanical design optimization problems publication-title: Comput.-Aided Des doi: 10.1016/j.cad.2010.12.015 – volume: 186 start-page: 339 issue: 2–4 year: 2000 ident: 10.1016/j.apm.2024.115692_bib0012 article-title: Continuum structural topology design with genetic algorithms publication-title: Comput. Meth. Appl. Mech. Eng doi: 10.1016/S0045-7825(99)00390-4 – year: 1994 ident: 10.1016/j.apm.2024.115692_bib0005 – volume: 53 start-page: 1243 issue: 6 year: 2016 ident: 10.1016/j.apm.2024.115692_bib0021 article-title: A new topology optimization approach based on moving morphable components (MMC) and the ersatz material model publication-title: Struct. Multidiscip. Optim doi: 10.1007/s00158-015-1372-3 – year: 1995 ident: 10.1016/j.apm.2024.115692_bib0034 – volume: 26 start-page: 10409 issue: 19 year: 2022 ident: 10.1016/j.apm.2024.115692_bib0029 article-title: Investigation of green production inventory problem with selling price and green level sensitive interval-valued demand via different metaheuristic algorithms publication-title: Soft Comput doi: 10.1007/s00500-022-06856-9 – year: 2000 ident: 10.1016/j.apm.2024.115692_bib0033 article-title: A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization: NSGA-II – volume: 83 issue: 4 year: 2016 ident: 10.1016/j.apm.2024.115692_bib0023 article-title: Lagrangian description based topology optimization-a revival of shape optimization publication-title: J. Appl. Mech. doi: 10.1115/1.4032432 – volume: 167 start-page: 69 year: 2016 ident: 10.1016/j.apm.2024.115692_bib0059 article-title: Water evaporation optimization: a novel physically inspired optimization algorithm publication-title: Comput. Struct. doi: 10.1016/j.compstruc.2016.01.008 – volume: 64 start-page: 585 issue: 2 year: 2021 ident: 10.1016/j.apm.2024.115692_bib0026 article-title: Shape and topology optimization in electrical impedance tomography via moving morphable components method publication-title: Struct. Multidiscip. Optim. doi: 10.1007/s00158-021-02970-8 – volume: 79 start-page: 145 year: 2020 ident: 10.1016/j.apm.2024.115692_bib0044 article-title: Grey prediction evolution algorithm for global optimization publication-title: Appl. Math. Model. doi: 10.1016/j.apm.2019.10.026 – volume: 43 start-page: 1039 issue: 14 year: 2007 ident: 10.1016/j.apm.2024.115692_bib0010 article-title: Convergent and mesh-independent solutions for the bi-directional evolutionary structural optimization method publication-title: Finite Elem. Anal. Des. doi: 10.1016/j.finel.2007.06.006 – volume: 24 start-page: 131 year: 1994 ident: 10.1016/j.apm.2024.115692_bib0040 article-title: An introduction to cultural algorithms – start-page: 111 year: 2004 ident: 10.1016/j.apm.2024.115692_bib0043 article-title: A global search strategy of quantum-behaved particle swarm optimization – volume: 310 start-page: 1 year: 2016 ident: 10.1016/j.apm.2024.115692_bib0019 article-title: Feature-driven topology optimization method with signed distance function publication-title: Comput. Meth. Appl. Mech. Eng. doi: 10.1016/j.cma.2016.06.027 – volume: 211 year: 2023 ident: 10.1016/j.apm.2024.115692_bib0030 article-title: Optimization of a non-instantaneous deteriorating inventory problem with time and price dependent demand over finite time horizon via hybrid DESGO algorithm publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2022.118676 – volume: 9 start-page: 1343 issue: 4 year: 2009 ident: 10.1016/j.apm.2024.115692_bib0013 article-title: Structural topology optimization using ant colony optimization algorithm publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2009.06.001 – volume: 139 start-page: 98 year: 2014 ident: 10.1016/j.apm.2024.115692_bib0049 article-title: Symbiotic organisms search: a new metaheuristic optimization algorithm publication-title: Comput. Struct. doi: 10.1016/j.compstruc.2014.03.007 – volume: 22 start-page: 2941 issue: 10 year: 2016 ident: 10.1016/j.apm.2024.115692_bib0060 article-title: Simulated Kalman filter: a novel estimation-based metaheuristic optimization algorithm publication-title: Adv. Sci. Lett. doi: 10.1166/asl.2016.7083 – volume: 19 start-page: 177 year: 2014 ident: 10.1016/j.apm.2024.115692_bib0055 article-title: Exchange market algorithm publication-title: Appl. Soft Comput. doi: 10.1016/j.asoc.2014.02.006 – volume: 233 year: 2021 ident: 10.1016/j.apm.2024.115692_bib0045 article-title: Enhanced Jaya algorithm: a simple but efficient optimization method for constrained engineering design problems publication-title: Knowl.-Based Syst doi: 10.1016/j.knosys.2021.107555 – year: 1992 ident: 10.1016/j.apm.2024.115692_bib0032 – volume: 69 start-page: 635 year: 1999 ident: 10.1016/j.apm.2024.115692_bib0006 article-title: Material interpolation schemes in topology optimization publication-title: Arch. Appl. Mech. doi: 10.1007/s004190050248 – volume: 325 start-page: 289 year: 2017 ident: 10.1016/j.apm.2024.115692_bib0020 article-title: A comprehensive study of feature definitions with solids and voids for topology optimization publication-title: Comput. Meth. Appl. Mech. Eng. doi: 10.1016/j.cma.2017.07.004 – volume: 21 start-page: 120 year: 2001 ident: 10.1016/j.apm.2024.115692_bib0007 article-title: A 99 line topology optimization code written in Matlab publication-title: Struct. Multidiscip. Optim. doi: 10.1007/s001580050176 – volume: 15 start-page: 1031 issue: 8 year: 1998 ident: 10.1016/j.apm.2024.115692_bib0008 article-title: Evolutionary structural optimisation (ESO) using a bidirectional algorithm publication-title: Eng. Comput. doi: 10.1108/02644409810244129 – volume: 37 start-page: 106 issue: 2 year: 2006 ident: 10.1016/j.apm.2024.115692_bib0042 article-title: A new optimization method: big bang–big crunch publication-title: Adv. Eng. Softw. doi: 10.1016/j.advengsoft.2005.04.005 – volume: 26 start-page: 8 year: 2016 ident: 10.1016/j.apm.2024.115692_bib0057 article-title: Electromagnetic field optimization: a physics-inspired metaheuristic optimization algorithm publication-title: Swarm Evol. Comput. doi: 10.1016/j.swevo.2015.07.002 – volume: 59 start-page: 647 year: 2017 ident: 10.1016/j.apm.2024.115692_bib0024 article-title: A new three-dimensional topology optimization method based on moving morphable components (MMCs) publication-title: Comput. Mech doi: 10.1007/s00466-016-1365-0 – volume: 635 start-page: 2014 issue: 2 year: 2013 ident: 10.1016/j.apm.2024.115692_bib0062 article-title: Problem definitions and evaluation criteria for the CEC 2014 special session and competition on single objective real-parameter numerical optimization publication-title: Comput. Intell. Lab., Zhengzhou Univ., Zhengzhou, China, Tech. Rep., Nanyang Technol. Univ., Singapore – year: 2001 ident: 10.1016/j.apm.2024.115692_bib0061 – volume: 69 start-page: 46 year: 2014 ident: 10.1016/j.apm.2024.115692_bib0036 article-title: Grey wolf optimizer publication-title: Adv. Eng. Softw. doi: 10.1016/j.advengsoft.2013.12.007 – volume: 8 start-page: 10 issue: 1 year: 1993 ident: 10.1016/j.apm.2024.115692_bib0041 article-title: Simulated annealing publication-title: Stat. Sci. doi: 10.1214/ss/1177011077 – volume: 41 start-page: 412 issue: 2 year: 2014 ident: 10.1016/j.apm.2024.115692_bib0039 article-title: A new algorithm inspired in the behavior of the social-spider for constrained optimization publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2013.07.067 – volume: 23 start-page: 170 issue: 2 year: 1998 ident: 10.1016/j.apm.2024.115692_bib0064 article-title: The Kruskal-Wallis test and stochastic homogeneity publication-title: J. Educ. Behav. Stat. doi: 10.3102/10769986023002170 – volume: 316 start-page: 246 year: 2015 ident: 10.1016/j.apm.2024.115692_bib0046 article-title: The gradient evolution algorithm: a new metaheuristic publication-title: Inf. Sci. doi: 10.1016/j.ins.2015.04.031 – volume: 128 start-page: 192 year: 2019 ident: 10.1016/j.apm.2024.115692_bib0054 article-title: Find-fix-finish-exploit-analyze (F3EA) meta-heuristic algorithm: an effective algorithm with new evolutionary operators for global optimization publication-title: Comput. Ind. Eng. doi: 10.1016/j.cie.2018.12.033 – volume: 3 start-page: 24 issue: 1 year: 2016 ident: 10.1016/j.apm.2024.115692_bib0051 article-title: Lion optimization algorithm (LOA): a nature-inspired metaheuristic algorithm publication-title: J. Comput. Des. Eng. – volume: 64 start-page: 2307 issue: 4 year: 2021 ident: 10.1016/j.apm.2024.115692_bib0027 article-title: Topology optimization for fail-safe designs using moving morphable components as a representation of damage publication-title: Struct. Multidiscip. Optim. doi: 10.1007/s00158-021-02984-2 – volume: 192 start-page: 227 issue: 1 year: 2003 ident: 10.1016/j.apm.2024.115692_bib0017 article-title: A level set method for structural topology optimization publication-title: Comput. Meth. Appl. Mech. Eng. doi: 10.1016/S0045-7825(02)00559-5 – volume: 45 start-page: 300 issue: 3 year: 2022 ident: 10.1016/j.apm.2024.115692_bib0048 article-title: A hybrid tournament differential evolution algorithm for solving optimization problems and applications publication-title: Int. J. Oper. Res. doi: 10.1504/IJOR.2022.127140 – volume: 163 start-page: 489 issue: 2 year: 2000 ident: 10.1016/j.apm.2024.115692_bib0016 article-title: Structural boundary design via level set and immersed interface methods publication-title: J. Comput. Phys. doi: 10.1006/jcph.2000.6581 – volume: 194 start-page: 363 issue: 1 year: 2004 ident: 10.1016/j.apm.2024.115692_bib0018 article-title: Structural optimization using sensitivity analysis and a level-set method publication-title: J. Comput. Phys. doi: 10.1016/j.jcp.2003.09.032 – volume: 110 start-page: 69 year: 2017 ident: 10.1016/j.apm.2024.115692_bib0056 article-title: A novel meta-heuristic optimization algorithm: thermal exchange optimization publication-title: Adv. Eng. Softw. doi: 10.1016/j.advengsoft.2017.03.014 – volume: 2017 year: 2017 ident: 10.1016/j.apm.2024.115692_bib0058 article-title: A metaheuristic algorithm based on chemotherapy science: CSA publication-title: J. Optim. – volume: 43 start-page: 393 issue: 3 year: 2009 ident: 10.1016/j.apm.2024.115692_bib0011 article-title: Bi-directional evolutionary topology optimization of continuum structures with one or multiple materials publication-title: Comput. Mech. doi: 10.1007/s00466-008-0312-0 – volume: 37 start-page: 1483 issue: 11 year: 1999 ident: 10.1016/j.apm.2024.115692_bib0009 article-title: Bidirectional evolutionary method for stiffness optimization publication-title: AIAA J doi: 10.2514/2.626 |
| SSID | ssj0005904 |
| Score | 2.4390554 |
| Snippet | •A global-gradient hybrid framework for geometry feature driven topology optimization is proposed.•The method demonstrates superior material arrangement... |
| SourceID | crossref elsevier |
| SourceType | Enrichment Source Index Database Publisher |
| StartPage | 115692 |
| SubjectTerms | Geometry feature driven Quantum-behaved particle swarm optimization algorithm Structural topology optimization Unmanned aerial vehicle design Wing rib design |
| Title | Quantum computing intelligence algorithm for structural topology optimization |
| URI | https://dx.doi.org/10.1016/j.apm.2024.115692 |
| Volume | 137 |
| WOSCitedRecordID | wos001348276700001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVESC databaseName: Elsevier SD Freedom Collection Journals 2021 issn: 0307-904X databaseCode: AIEXJ dateStart: 20211212 customDbUrl: isFulltext: true dateEnd: 99991231 titleUrlDefault: https://www.sciencedirect.com omitProxy: false ssIdentifier: ssj0005904 providerName: Elsevier |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1BT9swFLZGywEOCAaIApt82AkU5LpJbR8RAo1poE3qpopLlDgObdWmFU0Q_HueYzvJYExw2CWKnMSJ3me9fLbf-x5CXyJKVSIk9xLGYIJC9f5uxInHoBUIRZAkZRWF39_Z9TUfDsUPW-9-WZYTYFnGHx7E4r9CDW0Atk6dfQfcVafQAOcAOhwBdji-CfifBRirmJXB4kVuUlYaspvR9HZ-N85HszLA0MjHltIbuSmX8Hg8By8ys-mZTe7qCOusUnrVmSe6ks7U_f_KlXnjPW5GKrsdFfXgcxeG42g-KbLmcgMNGssNNs2KME8QE1ZZuVAj3GKdIJDMvilw98I_m6WCyUm00CoA1D-p7_1TC_vZP6qKHHRBaZMQugh1F6HpYgW1KQsEb6H26eX58Fsd5yOI79Qw9Xe7re0yyO_Zd_ydnDQIx2ATbdiZAj41CG-hDyr7iNavKuMvt9GVxRpXWOMm1rjCGgPWuMYaO6xxE-sd9OvifHD21bP1MTxJBcu9iOlNXdXjWlMu4X7EYmghUvUVzKMTIomS3ZjF4JYDlvpU9TmYKGVCqijoxmlvF7Wyeab2EO6liYyBGrKESb_HlUhVN45lKlOaAsUnHUScYUJpxeN1DZNp-CogHXRUPbIwyin_utl31g4t9TOULoSR8_pj--95xwFaqwf0IWqB0dUntCrv8_Hy7rMdNk9Cb30T |
| linkProvider | Elsevier |
| 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=Quantum+computing+intelligence+algorithm+for+structural+topology+optimization&rft.jtitle=Applied+mathematical+modelling&rft.au=Wang%2C+Zhenghuan&rft.au=Wang%2C+Xiaojun&rft.date=2025-01-01&rft.issn=0307-904X&rft.volume=137&rft.spage=115692&rft_id=info:doi/10.1016%2Fj.apm.2024.115692&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_apm_2024_115692 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0307-904X&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0307-904X&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0307-904X&client=summon |