Application of improved particle swarm optimization algorithm combined with genetic algorithm in shear wall design
In order to achieve the rationality and economy of shear wall layout, an improved algorithm was designed in the architectural design program. The improved algorithm is based on the basic framework of genetic algorithm and particle swarm optimization algorithm, first adjusting the inertia weight, and...
Gespeichert in:
| Veröffentlicht in: | Systems and soft computing Jg. 7; S. 200198 |
|---|---|
| 1. Verfasser: | |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Elsevier B.V
01.12.2025
Elsevier |
| Schlagworte: | |
| ISSN: | 2772-9419, 2772-9419 |
| Online-Zugang: | Volltext |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
| Abstract | In order to achieve the rationality and economy of shear wall layout, an improved algorithm was designed in the architectural design program. The improved algorithm is based on the basic framework of genetic algorithm and particle swarm optimization algorithm, first adjusting the inertia weight, and then introducing elimination mechanism and mutation rate control. A shear wall design model was constructed using an improved algorithm, which was applied to determine the layout of shear walls in a 28 story high-rise building in a certain city. The example results show that when using the designed shear wall design program for scheme design, the success rate reaches 100 %, which is 38.47 % higher than the original particle swarm optimization algorithm. The obtained optimization scheme has interlayer displacement angles of 1/2096 and 1/1800 in the vertical and horizontal directions, respectively, while the torsional displacement ratio in both directions is 1.0908 and the torsional period ratio is 0.7125. After optimizing the algorithm, the length of the shear wall material was saved by 10.97 %, effectively reducing the use of materials. This not only reduces construction costs, but also brings higher space utilization efficiency. The building design scheme obtained from this study not only meets national standards, but also has lower computational time costs. This study demonstrates the potential application of this design algorithm in solving traditional architectural design problems. This not only provides new tools for the field of architectural design, but also stimulates more interdisciplinary cooperation, integrating computer science, artificial intelligence technology more closely with building engineering. |
|---|---|
| AbstractList | In order to achieve the rationality and economy of shear wall layout, an improved algorithm was designed in the architectural design program. The improved algorithm is based on the basic framework of genetic algorithm and particle swarm optimization algorithm, first adjusting the inertia weight, and then introducing elimination mechanism and mutation rate control. A shear wall design model was constructed using an improved algorithm, which was applied to determine the layout of shear walls in a 28 story high-rise building in a certain city. The example results show that when using the designed shear wall design program for scheme design, the success rate reaches 100 %, which is 38.47 % higher than the original particle swarm optimization algorithm. The obtained optimization scheme has interlayer displacement angles of 1/2096 and 1/1800 in the vertical and horizontal directions, respectively, while the torsional displacement ratio in both directions is 1.0908 and the torsional period ratio is 0.7125. After optimizing the algorithm, the length of the shear wall material was saved by 10.97 %, effectively reducing the use of materials. This not only reduces construction costs, but also brings higher space utilization efficiency. The building design scheme obtained from this study not only meets national standards, but also has lower computational time costs. This study demonstrates the potential application of this design algorithm in solving traditional architectural design problems. This not only provides new tools for the field of architectural design, but also stimulates more interdisciplinary cooperation, integrating computer science, artificial intelligence technology more closely with building engineering. |
| ArticleNumber | 200198 |
| Author | Gao, Wei |
| Author_xml | – sequence: 1 givenname: Wei surname: Gao fullname: Gao, Wei email: gw3966556162022@163.com organization: Department of Digital Media, Hebei Software Institute, Baoding 071000, China |
| BookMark | eNp9kcFKJDEQhoMo6Kov4CkvMLNJOt1JwIvI7ioIXvQcapLqsYbuTpM0DrtPvz22iHjwkqQq9f1Q__-DHQ9pQMaupFhLIZufu3WBEtZKqHo-hHT2iJ0pY9TKaemOP71P2WUpOyGEskY5WZ2xfDOOHQWYKA08tZz6MadXjHyEPFHokJc95J6ncaKe_i1z0G1Tpuml5yH1Gxrm8f1c8i0OOEOf_mng5QUh8z10HY9YaDtcsJMWuoKX7_c5e_796-n2bvXw-Of-9uZhFSotppVC57SNwTTKiCg2opU2GBcBrKqikSbYqkasQFqLOgbtXC1RKRFVBIFQnbP7RTcm2PkxUw_5r09A_q2R8ta_7-hDE7AS2rZN1WhsNm4DuhYotDatqnWYtdSiFXIqJWP7oSeFP4Tgd_4Qgj-E4JcQZsh-gQJNbw5OGaj7Hr1eUJwNeiXMvgTCIWCkjGGaN6Dv8P_E-qak |
| CitedBy_id | crossref_primary_10_1177_17483026251376985 crossref_primary_10_1007_s11831_025_10288_7 |
| Cites_doi | 10.1016/j.cja.2021.04.019 10.1080/13632469.2020.1815609 10.1002/eqe.3325 10.1007/s11709-024-1079-x 10.1016/j.egyr.2022.09.018 10.1080/13467581.2020.1816548 10.1109/ACCESS.2022.3141448 10.1080/13632469.2020.1796843 10.1016/j.prostr.2022.01.054 10.1007/s42107-023-00824-w 10.1002/eqe.3361 10.1080/23744731.2019.1624095 10.1002/eqe.3632 10.1007/s42107-023-00802-2 10.1109/TMECH.2021.3137848 10.1504/IJHM.2020.105484 10.1016/j.jksuci.2021.08.027 10.1016/j.aej.2021.09.013 10.23919/JSEE.2022.000089 10.1007/s11803-022-2088-1 10.29187/jscmt.2021.62 10.1007/s42107-023-00843-7 10.15575/join.v7i2.858 10.1007/s11831-021-09694-4 10.1016/j.asoc.2022.108532 10.1111/mice.13094 10.48084/etasr.8278 10.1007/s11042-020-10139-6 10.1108/ECAM-10-2022-1000 |
| ContentType | Journal Article |
| Copyright | 2025 The Author |
| Copyright_xml | – notice: 2025 The Author |
| DBID | 6I. AAFTH AAYXX CITATION DOA |
| DOI | 10.1016/j.sasc.2025.200198 |
| DatabaseName | ScienceDirect Open Access Titles Elsevier:ScienceDirect:Open Access CrossRef DOAJ Directory of Open Access Journals |
| DatabaseTitle | CrossRef |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Computer Science |
| EISSN | 2772-9419 |
| ExternalDocumentID | oai_doaj_org_article_c6ce3048f6364e6b9ba450e0447f254c 10_1016_j_sasc_2025_200198 S277294192500016X |
| GroupedDBID | 6I. AAFTH AAXUO ABJNI ADVLN AEXQZ AFJKZ AITUG AKRWK ALMA_UNASSIGNED_HOLDINGS AMRAJ EBS FDB GROUPED_DOAJ M41 M~E OK1 ROL 0R~ AALRI AAYWO AAYXX ACVFH ADCNI AEUPX AFPUW AIGII AKBMS AKYEP APXCP CITATION |
| ID | FETCH-LOGICAL-c340t-2e9948dc76270d0b0f18c79daa823d717c835ee3a188e4dc49951e220d2da0ea3 |
| IEDL.DBID | DOA |
| ISICitedReferencesCount | 3 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001427328400001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 2772-9419 |
| IngestDate | Fri Oct 03 12:53:36 EDT 2025 Thu Nov 27 00:52:54 EST 2025 Tue Nov 18 22:36:13 EST 2025 Sat Mar 22 15:53:48 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Improved particle swarm algorithm Shear wall Genetic algorithm Architectural design |
| Language | English |
| License | This is an open access article under the CC BY-NC-ND license. |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c340t-2e9948dc76270d0b0f18c79daa823d717c835ee3a188e4dc49951e220d2da0ea3 |
| OpenAccessLink | https://doaj.org/article/c6ce3048f6364e6b9ba450e0447f254c |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_c6ce3048f6364e6b9ba450e0447f254c crossref_primary_10_1016_j_sasc_2025_200198 crossref_citationtrail_10_1016_j_sasc_2025_200198 elsevier_sciencedirect_doi_10_1016_j_sasc_2025_200198 |
| PublicationCentury | 2000 |
| PublicationDate | December 2025 2025-12-00 2025-12-01 |
| PublicationDateYYYYMMDD | 2025-12-01 |
| PublicationDate_xml | – month: 12 year: 2025 text: December 2025 |
| PublicationDecade | 2020 |
| PublicationTitle | Systems and soft computing |
| PublicationYear | 2025 |
| Publisher | Elsevier B.V Elsevier |
| Publisher_xml | – name: Elsevier B.V – name: Elsevier |
| References | Zhao, Zhang, Wang (bib0018) 2022; 35 JKT, MNSB, YHW, Kang, YQC, Peng (bib0019) 2022; 35 Kakoty, Dyaga, Molina Hutt (bib0024) 2021; 50 Guettala, Abdesselam, Chebili, Guettala (bib0028) 2024; 25 Cui, Meng, Qiao (bib0016) 2022; 119 Chong, Sha, Xie, Li, Jiang, He, Chen (bib0025) 2022; 26 Ayyash, Hejazi (bib0006) 2022; 21 Li, Xue, Shen, Wang, Luo (bib0012) 2021; 861 Fei, Liao, Lu, Guan (bib0029) 2024; 39 Katoch, Chauhan, Kumar (bib0001) 2021; 80 Gad (bib0002) 2022; 29 Prajapati (bib0005) 2022; 34 Demirkıran, Gür, Ökten (bib0023) 2021; 6 Khalil, El-Kordy, Sobh (bib0009) 2022; 20 Du, Qi, Zou, Zhang (bib0032) 2024; 31 He, Li, Guo, Gao, Liu, Shi (bib0004) 2022; 27 Khelaifia, Chebili, Zine (bib0021) 2024; 25 Almahameed, Bisharah (bib0031) 2024; 25 Lu, Liao, Zhang, Huang (bib0022) 2022; 51 Li, Wang, He (bib0026) 2022; 26 Chen, Deng (bib0007) 2022; 4 Ervina, Zeng (bib0011) 2022; 37 Aminifar, Sheidaii, Tariverdilo (bib0030) 2021; 20 Murlidhar, Sinha, Mohamad, Sonkar, Khorami (bib0015) 2020; 3 Utama, Wibawa, Muladi, Nafalski (bib0010) 2022; 7 Chen, Hu (bib0013) 2022; 8 Al Assri, Jallal, El Aoud S, Chabaa, Zeroual (bib0034) 2024; 14 Ahmad, Isa, Lim, Ang (bib0003) 2022; 61 Jalali, Noorzai, Heidari (bib0014) 2020; 26 Sun, Wang, Shi, Ren, Yao, Yuan (bib0017) 2022; 33 Teddy, Hidayat, Dessa (bib0020) 2021; 012002 Khatir, Capozucca, Khatir, Magagnini, Benaissa, Cuong-Le (bib0033) 2024; 18 Kourehpaz, Molina Hutt, Marafi, Berman, Eberhard (bib0027) 2021; 50 Zhao, Zhu, Song (bib0008) 2022; 10 Gad (10.1016/j.sasc.2025.200198_bib0002) 2022; 29 Kourehpaz (10.1016/j.sasc.2025.200198_bib0027) 2021; 50 Katoch (10.1016/j.sasc.2025.200198_bib0001) 2021; 80 Sun (10.1016/j.sasc.2025.200198_bib0017) 2022; 33 Chong (10.1016/j.sasc.2025.200198_bib0025) 2022; 26 Cui (10.1016/j.sasc.2025.200198_bib0016) 2022; 119 Prajapati (10.1016/j.sasc.2025.200198_bib0005) 2022; 34 Demirkıran (10.1016/j.sasc.2025.200198_bib0023) 2021; 6 Ervina (10.1016/j.sasc.2025.200198_bib0011) 2022; 37 Chen (10.1016/j.sasc.2025.200198_bib0007) 2022; 4 JKT (10.1016/j.sasc.2025.200198_bib0019) 2022; 35 Kakoty (10.1016/j.sasc.2025.200198_bib0024) 2021; 50 Ahmad (10.1016/j.sasc.2025.200198_bib0003) 2022; 61 Utama (10.1016/j.sasc.2025.200198_bib0010) 2022; 7 Lu (10.1016/j.sasc.2025.200198_bib0022) 2022; 51 Chen (10.1016/j.sasc.2025.200198_bib0013) 2022; 8 Li (10.1016/j.sasc.2025.200198_bib0012) 2021; 861 Ayyash (10.1016/j.sasc.2025.200198_bib0006) 2022; 21 Li (10.1016/j.sasc.2025.200198_bib0026) 2022; 26 Fei (10.1016/j.sasc.2025.200198_bib0029) 2024; 39 He (10.1016/j.sasc.2025.200198_bib0004) 2022; 27 Khelaifia (10.1016/j.sasc.2025.200198_bib0021) 2024; 25 Jalali (10.1016/j.sasc.2025.200198_bib0014) 2020; 26 Zhao (10.1016/j.sasc.2025.200198_bib0018) 2022; 35 Khatir (10.1016/j.sasc.2025.200198_bib0033) 2024; 18 Almahameed (10.1016/j.sasc.2025.200198_bib0031) 2024; 25 Khalil (10.1016/j.sasc.2025.200198_bib0009) 2022; 20 Murlidhar (10.1016/j.sasc.2025.200198_bib0015) 2020; 3 Du (10.1016/j.sasc.2025.200198_bib0032) 2024; 31 Zhao (10.1016/j.sasc.2025.200198_bib0008) 2022; 10 Guettala (10.1016/j.sasc.2025.200198_bib0028) 2024; 25 Teddy (10.1016/j.sasc.2025.200198_bib0020) 2021; 012002 Aminifar (10.1016/j.sasc.2025.200198_bib0030) 2021; 20 Al Assri (10.1016/j.sasc.2025.200198_bib0034) 2024; 14 |
| References_xml | – volume: 21 start-page: 455 year: 2022 end-page: 474 ident: bib0006 article-title: Development of hybrid optimization algorithm for structures furnished with seismic damper devices using the particle swarm optimization method and gravitational search algorithm publication-title: Earthq. Eng. Eng. Vib. – volume: 35 start-page: 55 year: 2022 end-page: 65 ident: bib0018 article-title: A learning-based approach for solving shear stress vector distribution from shear-sensitive liquid crystal coating images publication-title: Chin. J. Aero. – volume: 26 start-page: 128 year: 2020 end-page: 140 ident: bib0014 article-title: Design and optimization of form and facade of an office building using the genetic algorithm publication-title: Sci. Technol. Built. Environ. – volume: 31 start-page: 3921 year: 2024 end-page: 3945 ident: bib0032 article-title: Bi-objective optimization framework for prefabricated construction service combination selection using genetic simulated annealing algorithm publication-title: Eng., Const. Archit. Manag. – volume: 10 start-page: 6592 year: 2022 end-page: 6604 ident: bib0008 article-title: Serial manipulator time-jerk optimal trajectory planning based on hybrid IWOA-PSO algorithm publication-title: IEEE Access – volume: 14 start-page: 17507 year: 2024 end-page: 17516 ident: bib0034 article-title: Synergistic neural network and velocity pausing particle swarm optimization for enhanced residential building energy efficiency: a case study in Kuwait. Engineering publication-title: Technol. Appl. Sci. Res. – volume: 18 start-page: 1148 year: 2024 end-page: 1168 ident: bib0033 article-title: An efficient improved Gradient boosting for strain prediction in near-surface mounted fiber-reinforced polymer strengthened reinforced concrete beam publication-title: Front. Struct. Civil Eng. – volume: 29 start-page: 2531 year: 2022 end-page: 2561 ident: bib0002 article-title: Particle swarm optimization algorithm and its applications: a systematic review publication-title: Arch. Computat. Meth. Eng. – volume: 25 start-page: 953 year: 2024 end-page: 964 ident: bib0021 article-title: Impact of the position and quantity of shear walls in buildings on the seismic performance publication-title: Asian J. Civil Eng. – volume: 4 start-page: 1 year: 2022 end-page: 19 ident: bib0007 article-title: Optimal insulation thickness of walls using improved particle swarm optimization publication-title: Eng. Res. Exp. – volume: 39 start-page: 518 year: 2024 end-page: 538 ident: bib0029 article-title: Knowledge-enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings publication-title: Comput.-Aided Civil Infrastruct. Eng. – volume: 20 start-page: 706 year: 2021 end-page: 717 ident: bib0030 article-title: Experimental investigation of parallel restrainers effects on buckling-restrained thin steel plate shear walls publication-title: J. Asian Archit. Build. Eng. – volume: 6 start-page: 70 year: 2021 end-page: 80 ident: bib0023 article-title: Effect of opening layout and sheathing on lateral load bearing capacity in wooden shear walls publication-title: J. Sustain. Const. Mater. Technol. – volume: 80 start-page: 8091 year: 2021 end-page: 8126 ident: bib0001 article-title: A review on genetic algorithm: past, present, and future publication-title: Multimed. Tools Appl. – volume: 25 start-page: 1281 year: 2024 end-page: 1294 ident: bib0031 article-title: Applying machine learning and particle swarm optimization for predictive modeling and cost optimization in construction project management publication-title: Asian J. Civil Eng. – volume: 61 start-page: 3831 year: 2022 end-page: 3872 ident: bib0003 article-title: Differential evolution: a recent review based on state-of-the-art works publication-title: Alex. Eng. J. – volume: 012002 start-page: 1 year: 2021 end-page: 15 ident: bib0020 article-title: The study of shear wall uses in buildings during the architecture design process publication-title: IOP Conf. Series: Earth Environ. Sci. – volume: 8 start-page: 12126 year: 2022 end-page: 12138 ident: bib0013 article-title: Design of intelligent control system for agricultural greenhouses based on adaptive improved genetic algorithm for multi-energy supply system publication-title: Energy Rep. – volume: 33 start-page: 916 year: 2022 end-page: 923 ident: bib0017 article-title: Intelligent optimization methods of phase-modulation waveform publication-title: J. Syst. Eng. Electron. – volume: 26 start-page: 3264 year: 2022 end-page: 3279 ident: bib0025 article-title: Experimental and numerical studies on the seismic performance of precast concrete shear wall structures with an energy dissipation cladding panel publication-title: J. Earthq. Eng. – volume: 26 start-page: 3724 year: 2022 end-page: 3746 ident: bib0026 article-title: Experimental and analytical investigations into lateral performance of cross-laminated timber (CLT) shear walls with different construction methods publication-title: J. Earthq. Eng. – volume: 50 start-page: 26 year: 2021 end-page: 42 ident: bib0027 article-title: Estimating economic losses of midrise reinforced concrete shear wall buildings in sedimentary basins by combining empirical and simulated hazard characterizations publication-title: Earthq. Eng. Struct. Dyn. – volume: 34 start-page: 8501 year: 2022 end-page: 8513 ident: bib0005 article-title: A particle swarm optimization approach for large-scale many-objective software architecture recovery publication-title: J. King Saud Univ.-Comput. Inform. Sci. – volume: 119 year: 2022 ident: bib0016 article-title: A multi-objective particle swarm optimization algorithm based on two-archive mechanism publication-title: Appl. Soft. Comput. – volume: 25 start-page: 657 year: 2024 end-page: 673 ident: bib0028 article-title: Assessment of the effects of infill walls’ layout in plan and/or elevation on the seismic performance of 3D reinforced concrete structures publication-title: Asian J. Civil Eng. – volume: 27 start-page: 3830 year: 2022 end-page: 3840 ident: bib0004 article-title: An adaptive PI controller by particle swarm optimization for angle tracking of steer-by-wire publication-title: IEEE/ASME Trans. Mechatron. – volume: 50 start-page: 237 year: 2021 end-page: 256 ident: bib0024 article-title: Impacts of simulated M9 Cascadia Subduction Zone earthquakes considering amplifications due to the Georgia sedimentary basin on reinforced concrete shear wall buildings publication-title: Earthq. Eng. Struct. Dyn. – volume: 3 start-page: 69 year: 2020 end-page: 87 ident: bib0015 article-title: The effects of particle swarm optimisation and genetic algorithm on ANN results in predicting pile bearing capacity publication-title: Int. J. Hydromechatron. – volume: 20 start-page: 254 year: 2022 end-page: 276 ident: bib0009 article-title: A review for using swarm intelligence in architectural engineering publication-title: Int. J. Archit. Comput. – volume: 51 start-page: 1657 year: 2022 end-page: 1676 ident: bib0022 article-title: Intelligent structural design of shear wall residence using physics-enhanced generative adversarial networks publication-title: Earthq. Eng. Struct. Dyn. – volume: 37 start-page: 6 year: 2022 end-page: 16 ident: bib0011 article-title: Index combination for damage localization using genetic algorithm publication-title: Procedia Struct. Integ. – volume: 7 start-page: 193 year: 2022 end-page: 202 ident: bib0010 article-title: PSO based hyperparameter tuning of CNN Multivariate Time-Series Analysis publication-title: J. Online Inform. – volume: 861 start-page: 1 year: 2021 end-page: 9 ident: bib0012 article-title: Mortar layer void detection of ballastless track using the impact echo method based on support vector machine publication-title: IOP Conf. Series: Earth Environ. Sci. – volume: 35 start-page: 469 year: 2022 end-page: 482 ident: bib0019 article-title: Experimental study on cyclic shear performance of steel plate shear wall with different buckling restraints publication-title: Structures – volume: 4 start-page: 1 issue: 015019 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0007 article-title: Optimal insulation thickness of walls using improved particle swarm optimization publication-title: Eng. Res. Exp. – volume: 35 start-page: 55 issue: 4 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0018 article-title: A learning-based approach for solving shear stress vector distribution from shear-sensitive liquid crystal coating images publication-title: Chin. J. Aero. doi: 10.1016/j.cja.2021.04.019 – volume: 26 start-page: 3724 issue: 7 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0026 article-title: Experimental and analytical investigations into lateral performance of cross-laminated timber (CLT) shear walls with different construction methods publication-title: J. Earthq. Eng. doi: 10.1080/13632469.2020.1815609 – volume: 50 start-page: 26 issue: 1 year: 2021 ident: 10.1016/j.sasc.2025.200198_bib0027 article-title: Estimating economic losses of midrise reinforced concrete shear wall buildings in sedimentary basins by combining empirical and simulated hazard characterizations publication-title: Earthq. Eng. Struct. Dyn. doi: 10.1002/eqe.3325 – volume: 18 start-page: 1148 issue: 8 year: 2024 ident: 10.1016/j.sasc.2025.200198_bib0033 article-title: An efficient improved Gradient boosting for strain prediction in near-surface mounted fiber-reinforced polymer strengthened reinforced concrete beam publication-title: Front. Struct. Civil Eng. doi: 10.1007/s11709-024-1079-x – volume: 8 start-page: 12126 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0013 article-title: Design of intelligent control system for agricultural greenhouses based on adaptive improved genetic algorithm for multi-energy supply system publication-title: Energy Rep. doi: 10.1016/j.egyr.2022.09.018 – volume: 20 start-page: 706 issue: 6 year: 2021 ident: 10.1016/j.sasc.2025.200198_bib0030 article-title: Experimental investigation of parallel restrainers effects on buckling-restrained thin steel plate shear walls publication-title: J. Asian Archit. Build. Eng. doi: 10.1080/13467581.2020.1816548 – volume: 10 start-page: 6592 issue: 1 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0008 article-title: Serial manipulator time-jerk optimal trajectory planning based on hybrid IWOA-PSO algorithm publication-title: IEEE Access doi: 10.1109/ACCESS.2022.3141448 – volume: 20 start-page: 254 issue: 2 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0009 article-title: A review for using swarm intelligence in architectural engineering publication-title: Int. J. Archit. Comput. – volume: 26 start-page: 3264 issue: 6 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0025 article-title: Experimental and numerical studies on the seismic performance of precast concrete shear wall structures with an energy dissipation cladding panel publication-title: J. Earthq. Eng. doi: 10.1080/13632469.2020.1796843 – volume: 37 start-page: 6 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0011 article-title: Index combination for damage localization using genetic algorithm publication-title: Procedia Struct. Integ. doi: 10.1016/j.prostr.2022.01.054 – volume: 25 start-page: 953 issue: 1 year: 2024 ident: 10.1016/j.sasc.2025.200198_bib0021 article-title: Impact of the position and quantity of shear walls in buildings on the seismic performance publication-title: Asian J. Civil Eng. doi: 10.1007/s42107-023-00824-w – volume: 50 start-page: 237 issue: 1 year: 2021 ident: 10.1016/j.sasc.2025.200198_bib0024 article-title: Impacts of simulated M9 Cascadia Subduction Zone earthquakes considering amplifications due to the Georgia sedimentary basin on reinforced concrete shear wall buildings publication-title: Earthq. Eng. Struct. Dyn. doi: 10.1002/eqe.3361 – volume: 26 start-page: 128 issue: 2 year: 2020 ident: 10.1016/j.sasc.2025.200198_bib0014 article-title: Design and optimization of form and facade of an office building using the genetic algorithm publication-title: Sci. Technol. Built. Environ. doi: 10.1080/23744731.2019.1624095 – volume: 51 start-page: 1657 issue: 7 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0022 article-title: Intelligent structural design of shear wall residence using physics-enhanced generative adversarial networks publication-title: Earthq. Eng. Struct. Dyn. doi: 10.1002/eqe.3632 – volume: 25 start-page: 657 issue: 1 year: 2024 ident: 10.1016/j.sasc.2025.200198_bib0028 article-title: Assessment of the effects of infill walls’ layout in plan and/or elevation on the seismic performance of 3D reinforced concrete structures publication-title: Asian J. Civil Eng. doi: 10.1007/s42107-023-00802-2 – volume: 27 start-page: 3830 issue: 5 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0004 article-title: An adaptive PI controller by particle swarm optimization for angle tracking of steer-by-wire publication-title: IEEE/ASME Trans. Mechatron. doi: 10.1109/TMECH.2021.3137848 – volume: 3 start-page: 69 issue: 1 year: 2020 ident: 10.1016/j.sasc.2025.200198_bib0015 article-title: The effects of particle swarm optimisation and genetic algorithm on ANN results in predicting pile bearing capacity publication-title: Int. J. Hydromechatron. doi: 10.1504/IJHM.2020.105484 – volume: 34 start-page: 8501 issue: 10 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0005 article-title: A particle swarm optimization approach for large-scale many-objective software architecture recovery publication-title: J. King Saud Univ.-Comput. Inform. Sci. doi: 10.1016/j.jksuci.2021.08.027 – volume: 61 start-page: 3831 issue: 5 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0003 article-title: Differential evolution: a recent review based on state-of-the-art works publication-title: Alex. Eng. J. doi: 10.1016/j.aej.2021.09.013 – volume: 33 start-page: 916 issue: 4 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0017 article-title: Intelligent optimization methods of phase-modulation waveform publication-title: J. Syst. Eng. Electron. doi: 10.23919/JSEE.2022.000089 – volume: 21 start-page: 455 issue: 02 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0006 article-title: Development of hybrid optimization algorithm for structures furnished with seismic damper devices using the particle swarm optimization method and gravitational search algorithm publication-title: Earthq. Eng. Eng. Vib. doi: 10.1007/s11803-022-2088-1 – volume: 6 start-page: 70 issue: 2 year: 2021 ident: 10.1016/j.sasc.2025.200198_bib0023 article-title: Effect of opening layout and sheathing on lateral load bearing capacity in wooden shear walls publication-title: J. Sustain. Const. Mater. Technol. doi: 10.29187/jscmt.2021.62 – volume: 25 start-page: 1281 issue: 2 year: 2024 ident: 10.1016/j.sasc.2025.200198_bib0031 article-title: Applying machine learning and particle swarm optimization for predictive modeling and cost optimization in construction project management publication-title: Asian J. Civil Eng. doi: 10.1007/s42107-023-00843-7 – volume: 7 start-page: 193 issue: 2 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0010 article-title: PSO based hyperparameter tuning of CNN Multivariate Time-Series Analysis publication-title: J. Online Inform. doi: 10.15575/join.v7i2.858 – volume: 861 start-page: 1 issue: 072022 year: 2021 ident: 10.1016/j.sasc.2025.200198_bib0012 article-title: Mortar layer void detection of ballastless track using the impact echo method based on support vector machine publication-title: IOP Conf. Series: Earth Environ. Sci. – volume: 012002 start-page: 1 year: 2021 ident: 10.1016/j.sasc.2025.200198_bib0020 article-title: The study of shear wall uses in buildings during the architecture design process publication-title: IOP Conf. Series: Earth Environ. Sci. – volume: 29 start-page: 2531 issue: 5 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0002 article-title: Particle swarm optimization algorithm and its applications: a systematic review publication-title: Arch. Computat. Meth. Eng. doi: 10.1007/s11831-021-09694-4 – volume: 119 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0016 article-title: A multi-objective particle swarm optimization algorithm based on two-archive mechanism publication-title: Appl. Soft. Comput. doi: 10.1016/j.asoc.2022.108532 – volume: 39 start-page: 518 issue: 4 year: 2024 ident: 10.1016/j.sasc.2025.200198_bib0029 article-title: Knowledge-enhanced graph neural networks for construction material quantity estimation of reinforced concrete buildings publication-title: Comput.-Aided Civil Infrastruct. Eng. doi: 10.1111/mice.13094 – volume: 14 start-page: 17507 issue: 5 year: 2024 ident: 10.1016/j.sasc.2025.200198_bib0034 article-title: Synergistic neural network and velocity pausing particle swarm optimization for enhanced residential building energy efficiency: a case study in Kuwait. Engineering publication-title: Technol. Appl. Sci. Res. doi: 10.48084/etasr.8278 – volume: 80 start-page: 8091 year: 2021 ident: 10.1016/j.sasc.2025.200198_bib0001 article-title: A review on genetic algorithm: past, present, and future publication-title: Multimed. Tools Appl. doi: 10.1007/s11042-020-10139-6 – volume: 35 start-page: 469 issue: 1 year: 2022 ident: 10.1016/j.sasc.2025.200198_bib0019 article-title: Experimental study on cyclic shear performance of steel plate shear wall with different buckling restraints publication-title: Structures – volume: 31 start-page: 3921 issue: 10 year: 2024 ident: 10.1016/j.sasc.2025.200198_bib0032 article-title: Bi-objective optimization framework for prefabricated construction service combination selection using genetic simulated annealing algorithm publication-title: Eng., Const. Archit. Manag. doi: 10.1108/ECAM-10-2022-1000 |
| SSID | ssj0002872913 |
| Score | 2.3307984 |
| Snippet | In order to achieve the rationality and economy of shear wall layout, an improved algorithm was designed in the architectural design program. The improved... |
| SourceID | doaj crossref elsevier |
| SourceType | Open Website Enrichment Source Index Database Publisher |
| StartPage | 200198 |
| SubjectTerms | Architectural design Genetic algorithm Improved particle swarm algorithm Shear wall |
| Title | Application of improved particle swarm optimization algorithm combined with genetic algorithm in shear wall design |
| URI | https://dx.doi.org/10.1016/j.sasc.2025.200198 https://doaj.org/article/c6ce3048f6364e6b9ba450e0447f254c |
| Volume | 7 |
| WOSCitedRecordID | wos001427328400001&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: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2772-9419 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002872913 issn: 2772-9419 databaseCode: DOA dateStart: 20220101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2772-9419 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0002872913 issn: 2772-9419 databaseCode: M~E dateStart: 20220101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwELZQxcDCG1Fe8sCGIpzYSeyxoFYsVAwgdYsc24FUaYqSQjd-O-fELWEpC0uGxLGd7y72ffb5DqFrabRIwfL0UimYxxSnnqBp7IW-sZtQYPDzrEk2EY_HfDIRT51UX9YnrA0P3AJ3qyJlgHLzLKIRM1EqUslCYghjcQbkRtnRl8SiQ6amzZIRGI0-dadkWoeuWtY2ZmEQWlYIXPvXTNQE7O9MSJ1JZrSPdp11iAdtrw7QlikP0d4q8wJ2P-IRqgY_-854nuG8WRowGr-7D8L1UlYzPIcBYeZOWmJZvM6rfPE2w6BlQIihuF2FxaBC9iRj53le4tpmusZLWRRYN04ex-hlNHy-f_Bc9gRPUUYWXmCEYFwrGO1ioklKMp-rWGgpeUA1sDiQS2gMlT7nhmkF1AcEFAREB1oSI-kJ6pXz0pwizE0cGl8TgF0zSbQMM0aoVEqAQZPKuI_8FZKJcqHFbYaLIln5kE0Ti35i0U9a9PvoZv3OextYY2PpOyugdUkbFLu5AaqSOGSTv1Slj8KVeBNnX7R2A1SVb2j87D8aP0c7tsrWE-YC9RbVh7lE2-pzkdfVVaO9cH38Gn4DAk_3AQ |
| linkProvider | Directory of Open Access Journals |
| 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=Application+of+improved+particle+swarm+optimization+algorithm+combined+with+genetic+algorithm+in+shear+wall+design&rft.jtitle=Systems+and+soft+computing&rft.au=Gao%2C+Wei&rft.date=2025-12-01&rft.issn=2772-9419&rft.eissn=2772-9419&rft.volume=7&rft.spage=200198&rft_id=info:doi/10.1016%2Fj.sasc.2025.200198&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_sasc_2025_200198 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2772-9419&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2772-9419&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2772-9419&client=summon |