An efficient hybrid approach based on Harris Hawks optimization and imperialist competitive algorithm for structural optimization
In this paper, a new hybrid algorithm is introduced, combining two Harris Hawks Optimizer (HHO) and the Imperialist Competitive Algorithm (ICA) to achieve a better search strategy. HHO is a new population-based, nature-inspired optimization algorithm that mimics Harris Hawks cooperative behavior and...
Saved in:
| Published in | Engineering with computers Vol. 38; no. Suppl 2; pp. 1555 - 1583 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
London
Springer London
01.06.2022
Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
Cover
Loading…
| Abstract | In this paper, a new hybrid algorithm is introduced, combining two Harris Hawks Optimizer (HHO) and the Imperialist Competitive Algorithm (ICA) to achieve a better search strategy. HHO is a new population-based, nature-inspired optimization algorithm that mimics Harris Hawks cooperative behavior and chasing style in nature called surprise pounce HHO. It is a robust algorithm in exploitation, but has an unfavorable performance in exploring the search space, while ICA has a better performance in exploration; thus, combining these two algorithms produces an effective hybrid algorithm. The hybrid algorithm is called Imperialist Competitive Harris Hawks Optimization (ICHHO). The proposed hybrid algorithm's effectiveness is examined by comparing other nature-inspired techniques, 23 mathematical benchmark problems, and several well-known structural engineering problems. The results successfully indicate the proposed hybrid algorithm's competitive performance compared to HHO, ICA, and some other well-established algorithms. |
|---|---|
| AbstractList | In this paper, a new hybrid algorithm is introduced, combining two Harris Hawks Optimizer (HHO) and the Imperialist Competitive Algorithm (ICA) to achieve a better search strategy. HHO is a new population-based, nature-inspired optimization algorithm that mimics Harris Hawks cooperative behavior and chasing style in nature called surprise pounce HHO. It is a robust algorithm in exploitation, but has an unfavorable performance in exploring the search space, while ICA has a better performance in exploration; thus, combining these two algorithms produces an effective hybrid algorithm. The hybrid algorithm is called Imperialist Competitive Harris Hawks Optimization (ICHHO). The proposed hybrid algorithm's effectiveness is examined by comparing other nature-inspired techniques, 23 mathematical benchmark problems, and several well-known structural engineering problems. The results successfully indicate the proposed hybrid algorithm's competitive performance compared to HHO, ICA, and some other well-established algorithms. |
| Author | Kaveh, A. Rahmani, P. Eslamlou, A. Dadras |
| Author_xml | – sequence: 1 givenname: A. orcidid: 0000-0002-5428-4788 surname: Kaveh fullname: Kaveh, A. email: alikaveh@iust.ac.ir organization: School of Civil Engineering, Iran University of Science and Technology – sequence: 2 givenname: P. surname: Rahmani fullname: Rahmani, P. organization: School of Civil Engineering, Iran University of Science and Technology – sequence: 3 givenname: A. Dadras surname: Eslamlou fullname: Eslamlou, A. Dadras organization: School of Civil Engineering, Iran University of Science and Technology |
| BookMark | eNp9kEFrGzEQhUVxoI6bP9CTIOdNR9JK2j2GkMSFQC7tWcxqJVupvdpKcotz6z-PWhdCLjk9hnnvDfOdk8UUJ0fIZwZXDEB_yQBCqQY4NMC47Br9gSxZK2QjlRILsgSmdQNK6Y_kPOcnACYA-iX5cz1R532wwU2Fbo9DCiPFeU4R7ZYOmN1I40TXmFLIVX7_yDTOJezDM5ZQNziNNOxnlwLuQi7UxjqUUMIvR3G3iSmU7Z76mGgu6WDLIeHuTcMncuZxl93Ff12R73e3327WzcPj_deb64fGCtaXZmTQW0Qux072FlqFfaeksoxbyT3DgfXD4LwQQ6c9Mu9b4ZyVHXLR6pYxsSKXp97628-Dy8U8xUOa6knDlZYd11rL6uInl00x5-S8mVPYYzoaBuYvanNCbSpq8w-10TUkTqFczdPGpdfqd1IvXeOGgw |
| CitedBy_id | crossref_primary_10_1186_s41601_023_00317_7 crossref_primary_10_1007_s42107_023_00822_y crossref_primary_10_3390_math11020390 crossref_primary_10_1007_s10462_024_10829_9 crossref_primary_10_1007_s42107_023_00630_4 crossref_primary_10_3390_sym14010173 crossref_primary_10_1007_s42107_023_00693_3 crossref_primary_10_1016_j_jocs_2024_102327 crossref_primary_10_1007_s11042_023_14444_8 crossref_primary_10_3390_math10071145 crossref_primary_10_1016_j_enbuild_2024_114489 crossref_primary_10_1016_j_susoc_2023_08_004 crossref_primary_10_1007_s00500_022_07159_9 crossref_primary_10_1007_s10586_024_04441_3 crossref_primary_10_1007_s10489_022_03743_6 crossref_primary_10_1007_s11053_023_10259_4 crossref_primary_10_1016_j_engstruct_2024_117685 crossref_primary_10_3390_computation11050091 crossref_primary_10_3390_en16196896 crossref_primary_10_1007_s42107_023_00916_7 crossref_primary_10_1016_j_istruc_2022_10_004 crossref_primary_10_3390_math11061525 crossref_primary_10_3390_electronics11121919 crossref_primary_10_1007_s11069_021_05110_z crossref_primary_10_1016_j_cja_2024_05_044 crossref_primary_10_1080_09544828_2024_2309862 crossref_primary_10_1016_j_istruc_2023_02_023 crossref_primary_10_3934_mbe_2021352 crossref_primary_10_3390_e24081065 crossref_primary_10_3390_biomimetics8080587 crossref_primary_10_3390_pr9091551 crossref_primary_10_1016_j_jenvman_2024_121291 |
| Cites_doi | 10.1023/A:1016540724870 10.1016/j.advengsoft.2016.01.008 10.1016/j.compstruc.2009.01.003 10.1016/j.future.2017.10.052 10.1007/978-3-030-45473-9 10.1126/science.220.4598.671 10.1016/j.compstruc.2016.08.006 10.1016/j.knosys.2016.01.002 10.1007/s40996-016-0021-4 10.1016/j.asoc.2012.11.026 10.1007/978-3-030-16339-6_6 10.1016/j.compstruc.2006.11.020 10.1016/j.apm.2018.07.044 10.1007/s10115-018-1253-3 10.1016/j.compstruc.2014.04.005 10.1016/j.compstruc.2004.01.002 10.1016/j.future.2019.07.015 10.1016/j.asoc.2018.07.039 10.1016/j.future.2019.02.028 10.1016/j.inffus.2018.08.002 10.1016/j.ins.2015.09.051 10.1109/3477.484436 10.1016/j.compstruc.2015.02.028 10.1038/scientificamerican0792-66 10.1287/ijoc.1.3.190 10.1007/s00521-018-3592-0 10.1023/A:1008202821328 10.1007/978-3-319-47217-1_2 10.1002/9780470496916 10.1007/978-3-319-13826-8_4 10.1016/j.istruc.2020.03.033 10.1109/CEC.2007.4425083 |
| ContentType | Journal Article |
| Copyright | The Author(s), under exclusive licence to Springer-Verlag London Ltd. part of Springer Nature 2021 The Author(s), under exclusive licence to Springer-Verlag London Ltd. part of Springer Nature 2021. |
| Copyright_xml | – notice: The Author(s), under exclusive licence to Springer-Verlag London Ltd. part of Springer Nature 2021 – notice: The Author(s), under exclusive licence to Springer-Verlag London Ltd. part of Springer Nature 2021. |
| DBID | AAYXX CITATION 3V. 7SC 7TB 7XB 8AL 8FD 8FE 8FG 8FK ABJCF ABUWG AFKRA ARAPS AZQEC BENPR BGLVJ CCPQU DWQXO FR3 GNUQQ HCIFZ JQ2 K7- KR7 L6V L7M L~C L~D M0N M7S P5Z P62 PQEST PQQKQ PQUKI PRINS PTHSS Q9U |
| DOI | 10.1007/s00366-020-01258-7 |
| DatabaseName | CrossRef ProQuest Central (Corporate) Computer and Information Systems Abstracts Mechanical & Transportation Engineering Abstracts ProQuest Central (purchase pre-March 2016) Computing Database (Alumni Edition) Technology Research Database ProQuest SciTech Collection ProQuest Technology Collection ProQuest Central (Alumni) (purchase pre-March 2016) Materials Science & Engineering Collection ProQuest Central (Alumni) ProQuest Central UK/Ireland Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Central Technology Collection ProQuest One Community College ProQuest Central Engineering Research Database ProQuest Central Student SciTech Premium Collection (Proquest) (PQ_SDU_P3) ProQuest Computer Science Collection Computer Science Database Civil Engineering Abstracts ProQuest Engineering Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional Computing Database Engineering Database Advanced Technologies & Aerospace Database ProQuest Advanced Technologies & Aerospace Collection ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Academic ProQuest One Academic UKI Edition ProQuest Central China Engineering Collection ProQuest Central Basic |
| DatabaseTitle | CrossRef Computer Science Database ProQuest Central Student Technology Collection Technology Research Database Computer and Information Systems Abstracts – Academic Mechanical & Transportation Engineering Abstracts ProQuest Advanced Technologies & Aerospace Collection ProQuest Central Essentials ProQuest Computer Science Collection Computer and Information Systems Abstracts ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest Central China ProQuest Central ProQuest Engineering Collection ProQuest Central Korea Advanced Technologies Database with Aerospace Engineering Collection Advanced Technologies & Aerospace Collection Civil Engineering Abstracts ProQuest Computing Engineering Database ProQuest Central Basic ProQuest Computing (Alumni Edition) ProQuest One Academic Eastern Edition ProQuest Technology Collection ProQuest SciTech Collection Computer and Information Systems Abstracts Professional Advanced Technologies & Aerospace Database ProQuest One Academic UKI Edition Materials Science & Engineering Collection Engineering Research Database ProQuest One Academic ProQuest Central (Alumni) |
| DatabaseTitleList | Computer Science Database |
| Database_xml | – sequence: 1 dbid: 8FG name: ProQuest Technology Collection url: https://search.proquest.com/technologycollection1 sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Applied Sciences Engineering Computer Science |
| EISSN | 1435-5663 |
| EndPage | 1583 |
| ExternalDocumentID | 10_1007_s00366_020_01258_7 |
| GroupedDBID | -4Z -59 -5G -BR -EM -Y2 -~C -~X .86 .DC .VR 06D 0R~ 0VY 1N0 1SB 203 28- 29G 2J2 2JN 2JY 2KG 2KM 2LR 2P1 2VQ 2~H 30V 3V. 4.4 406 408 409 40D 40E 5GY 5QI 5VS 67Z 6NX 78A 8FE 8FG 8TC 8UJ 95- 95. 95~ 96X 9M8 AAAVM AABHQ AABYN AAFGU AAHNG AAIAL AAJKR AANZL AAOBN AAPBV AARHV AARTL AATNV AATVU AAUYE AAWCG AAWWR AAYFA AAYIU AAYQN AAYTO ABBBX ABBXA ABDZT ABECU ABFGW ABFTD ABFTV ABHLI ABHQN ABJCF ABJNI ABJOX ABKAS ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABSXP ABTAH ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACBMV ACBRV ACBXY ACBYP ACGFS ACHSB ACHXU ACIGE ACIPQ ACIWK ACKNC ACMDZ ACMLO ACOKC ACOMO ACTTH ACVWB ACWMK ADGRI ADHHG ADHIR ADIMF ADINQ ADKNI ADKPE ADMDM ADOXG ADRFC ADTPH ADURQ ADYFF ADZKW AEBTG AEEQQ AEFIE AEFTE AEGAL AEGNC AEJHL AEJRE AEKMD AENEX AEOHA AEPYU AESKC AESTI AETLH AEVLU AEVTX AEXYK AEYWE AFEXP AFGCZ AFKRA AFLOW AFNRJ AFQWF AFWTZ AFZKB AGAYW AGDGC AGGBP AGGDS AGJBK AGMZJ AGQMX AGWIL AGWZB AGYKE AHAVH AHBYD AHKAY AHSBF AHYZX AIAKS AIIXL AILAN AIMYW AITGF AJBLW AJDOV AJRNO AJZVZ AKQUC ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMXSW AMYLF AMYQR AOCGG ARAPS ARMRJ ASPBG AVWKF AXYYD AYJHY AZFZN AZQEC B-. BA0 BBWZM BDATZ BENPR BGLVJ BGNMA BPHCQ CAG CCPQU COF CS3 CSCUP DDRTE DL5 DNIVK DPUIP DU5 DWQXO EBLON EBS EIOEI EJD ESBYG F5P FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ6 GQ7 GQ8 GXS HCIFZ HF~ HG5 HG6 HMJXF HQYDN HRMNR HVGLF HZ~ I09 IHE IJ- IKXTQ ITM IWAJR IXC IXE IZIGR IZQ I~X I~Z J-C J0Z JBSCW JCJTX JZLTJ K6V K7- KDC KOV KOW L6V LAS LLZTM M0N M4Y M7S MA- N2Q N9A NB0 NDZJH NPVJJ NQJWS NU0 O9- O93 O9G O9I O9J OAM P19 P62 P9O PF0 PQQKQ PROAC PT4 PT5 PTHSS Q2X QOK QOS R4E R89 R9I RHV RIG RNI RNS ROL RPX RSV RZK S16 S1Z S26 S27 S28 S3B SAP SCJ SCLPG SCO SDH SDM SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 T16 TSG TSK TSV TUC U2A UG4 UNUBA UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WK8 Y6R YLTOR Z45 Z5O Z7R Z7S Z7X Z7Y Z7Z Z83 Z86 Z88 Z8M Z8N Z8S Z8T Z8W Z92 ZMTXR ZY4 ~A9 ~EX AACDK AAEOY AAJBT AASML AAYXX ABAKF ACAOD ACDTI ACZOJ AEFQL AEMSY AFBBN AGQEE AGRTI AIGIU CITATION H13 7SC 7TB 7XB 8AL 8FD 8FK FR3 JQ2 KR7 L7M L~C L~D PQEST PQUKI PRINS Q9U |
| ID | FETCH-LOGICAL-c319t-d109caa25d859c046a98656c12c52f1ab19bbef33b87fa1ff43eec58a23474113 |
| IEDL.DBID | BENPR |
| ISSN | 0177-0667 |
| IngestDate | Thu Oct 10 18:06:29 EDT 2024 Thu Sep 12 16:49:43 EDT 2024 Sat Dec 16 12:08:12 EST 2023 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | Suppl 2 |
| Keywords | Benchmark functions Harris Hawks optimization Imperialist competitive algorithm Hybrid algorithm Truss structures |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c319t-d109caa25d859c046a98656c12c52f1ab19bbef33b87fa1ff43eec58a23474113 |
| ORCID | 0000-0002-5428-4788 |
| PQID | 2675827775 |
| PQPubID | 326339 |
| PageCount | 29 |
| ParticipantIDs | proquest_journals_2675827775 crossref_primary_10_1007_s00366_020_01258_7 springer_journals_10_1007_s00366_020_01258_7 |
| PublicationCentury | 2000 |
| PublicationDate | 2022-06-01 |
| PublicationDateYYYYMMDD | 2022-06-01 |
| PublicationDate_xml | – month: 06 year: 2022 text: 2022-06-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | London |
| PublicationPlace_xml | – name: London – name: Heidelberg |
| PublicationSubtitle | An International Journal for Simulation-Based Engineering |
| PublicationTitle | Engineering with computers |
| PublicationTitleAbbrev | Engineering with Computers |
| PublicationYear | 2022 |
| Publisher | Springer London Springer Nature B.V |
| Publisher_xml | – name: Springer London – name: Springer Nature B.V |
| References | Talbi (CR23) 2002; 8 Wu (CR2) 2016; 329 Cuevas, Fausto, González, Cuevas, Fausto, González (CR15) 2020 Glover (CR19) 1989; 1 Hussain, Salleh, Cheng, Shi (CR27) 2019; 31 Kaveh, Moradveisi (CR34) 2016; 40 Kirkpatrick, Gelatt, Vecchi (CR6) 1983; 220 Kaveh, Talatahari (CR30) 2009; 87 CR14 CR12 Kaveh, Bakhshpoori (CR32) 2016; 177 Faris, Ala’M, Heidari, Aljarah, Mafarja, Hassonah, Fujita (CR1) 2019; 48 Luo, Chen, Xu, Huang, Zhao (CR7) 2018; 64 Dorigo, Maniezzo, Colorni (CR13) 1996; 26 Kaveh, Dadras Eslamlou (CR3) 2020 Heidari, Mirjalili, Faris, Aljarah, Mafarja, Chen (CR24) 2019; 97 Mirjalili, Lewis (CR9) 2016; 95 Shen, Chen, Yu, Kang, Zhang, Li, Yang, Liu (CR8) 2016; 96 Kaveh, Ilchi Ghazaan (CR31) 2015; 153 Tahani, Babayan (CR16) 2019; 60 CR4 Hashim, Houssein, Mabrouk, Al-Atabany, Mirjalili (CR17) 2019; 101 CR5 Li, Huang, Liu, Wu (CR29) 2007; 85 Holland (CR10) 1992; 267 CR26 Kumar, Kulkarni, Satapathy (CR20) 2018; 81 Lee, Geem (CR28) 2004; 82 Sadollah, Bahreininejad, Eskandar, Hamdi (CR18) 2013; 13 CR22 CR21 Kaveh, Mahdavi (CR33) 2014; 139 Storn, Price (CR11) 1997; 11 Sadollah, Sayyaadi, Yadav (CR25) 2018; 71 A Kaveh (1258_CR33) 2014; 139 L Shen (1258_CR8) 2016; 96 1258_CR12 1258_CR14 FA Hashim (1258_CR17) 2019; 101 A Kaveh (1258_CR34) 2016; 40 A Kaveh (1258_CR30) 2009; 87 E Cuevas (1258_CR15) 2020 KS Lee (1258_CR28) 2004; 82 A Sadollah (1258_CR25) 2018; 71 L Li (1258_CR29) 2007; 85 F Glover (1258_CR19) 1989; 1 JH Holland (1258_CR10) 1992; 267 H Faris (1258_CR1) 2019; 48 J Luo (1258_CR7) 2018; 64 A Kaveh (1258_CR31) 2015; 153 G Wu (1258_CR2) 2016; 329 1258_CR21 A Kaveh (1258_CR32) 2016; 177 R Storn (1258_CR11) 1997; 11 1258_CR22 1258_CR26 1258_CR5 A Kaveh (1258_CR3) 2020 1258_CR4 A Sadollah (1258_CR18) 2013; 13 M Dorigo (1258_CR13) 1996; 26 K Hussain (1258_CR27) 2019; 31 M Kumar (1258_CR20) 2018; 81 AA Heidari (1258_CR24) 2019; 97 S Mirjalili (1258_CR9) 2016; 95 S Kirkpatrick (1258_CR6) 1983; 220 M Tahani (1258_CR16) 2019; 60 E-G Talbi (1258_CR23) 2002; 8 |
| References_xml | – ident: CR22 – volume: 8 start-page: 541 issue: 5 year: 2002 end-page: 564 ident: CR23 article-title: A taxonomy of hybrid metaheuristics publication-title: J Heurist doi: 10.1023/A:1016540724870 contributor: fullname: Talbi – volume: 95 start-page: 51 year: 2016 end-page: 67 ident: CR9 article-title: The whale optimization algorithm publication-title: Adv Eng Softw doi: 10.1016/j.advengsoft.2016.01.008 contributor: fullname: Lewis – ident: CR4 – ident: CR14 – ident: CR12 – volume: 87 start-page: 267 issue: 5–6 year: 2009 end-page: 283 ident: CR30 article-title: Particle swarm optimizer, ant colony strategy and harmony search scheme hybridized for optimization of truss structures publication-title: Comput Struct doi: 10.1016/j.compstruc.2009.01.003 contributor: fullname: Talatahari – volume: 81 start-page: 252 year: 2018 end-page: 272 ident: CR20 article-title: Socio evolution and learning optimization algorithm: a socio-inspired optimization methodology publication-title: Future Gen Comp Syst doi: 10.1016/j.future.2017.10.052 contributor: fullname: Satapathy – year: 2020 ident: CR3 publication-title: Metaheuristic optimization algorithms in civil engineering: new applications doi: 10.1007/978-3-030-45473-9 contributor: fullname: Dadras Eslamlou – volume: 220 start-page: 671 issue: 4598 year: 1983 end-page: 680 ident: CR6 article-title: Optimization by simulated annealing publication-title: Science doi: 10.1126/science.220.4598.671 contributor: fullname: Vecchi – volume: 177 start-page: 218 year: 2016 end-page: 228 ident: CR32 article-title: An accelerated water evaporation optimization formulation for discrete optimization of skeletal structures publication-title: Comput Struct doi: 10.1016/j.compstruc.2016.08.006 contributor: fullname: Bakhshpoori – volume: 96 start-page: 61 year: 2016 end-page: 75 ident: CR8 article-title: Evolving support vector machines using fruit fly optimization for medical data classification publication-title: Knowl-Based Syst doi: 10.1016/j.knosys.2016.01.002 contributor: fullname: Liu – ident: CR21 – volume: 40 start-page: 167 issue: 3 year: 2016 end-page: 178 ident: CR34 article-title: Optimal design of double-layer barrel vaults using CBO and ECBO algorithms publication-title: Iran J Sci Technol Transactions Civil Eng doi: 10.1007/s40996-016-0021-4 contributor: fullname: Moradveisi – volume: 13 start-page: 2592 issue: 5 year: 2013 end-page: 2612 ident: CR18 article-title: Mine blast algorithm: a new population based algorithm for solving constrained engineering optimization problems publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2012.11.026 contributor: fullname: Hamdi – start-page: 161 year: 2020 end-page: 188 ident: CR15 article-title: A swarm algorithm inspired by the collective animal behavior publication-title: New advancements in swarm algorithms: operators and applications doi: 10.1007/978-3-030-16339-6_6 contributor: fullname: González – volume: 85 start-page: 340 issue: 7–8 year: 2007 end-page: 349 ident: CR29 article-title: A heuristic particle swarm optimizer for optimization of pin connected structures publication-title: Comput Struct doi: 10.1016/j.compstruc.2006.11.020 contributor: fullname: Wu – volume: 64 start-page: 654 year: 2018 end-page: 668 ident: CR7 article-title: An improved grasshopper optimization algorithm with application to financial stress prediction publication-title: Appl Math Model doi: 10.1016/j.apm.2018.07.044 contributor: fullname: Zhao – volume: 60 start-page: 1001 issue: 2 year: 2019 end-page: 1038 ident: CR16 article-title: Flow regime algorithm (FRA): a physics-based meta-heuristics algorithm publication-title: Knowl Inf Syst doi: 10.1007/s10115-018-1253-3 contributor: fullname: Babayan – volume: 139 start-page: 18 year: 2014 end-page: 27 ident: CR33 article-title: Colliding bodies optimization: a novel meta-heuristic method publication-title: Comput Struct doi: 10.1016/j.compstruc.2014.04.005 contributor: fullname: Mahdavi – volume: 82 start-page: 781 issue: 9–10 year: 2004 end-page: 798 ident: CR28 article-title: A new structural optimization method based on the harmony search algorithm publication-title: Comput Struct doi: 10.1016/j.compstruc.2004.01.002 contributor: fullname: Geem – volume: 101 start-page: 646 year: 2019 end-page: 667 ident: CR17 article-title: Henry gas solubility optimization: a novel physics-based algorithm publication-title: Future Gen Comp Syst doi: 10.1016/j.future.2019.07.015 contributor: fullname: Mirjalili – volume: 71 start-page: 747 year: 2018 end-page: 782 ident: CR25 article-title: A dynamic metaheuristic optimization model inspired by biological nervous systems: Neural network algorithm publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2018.07.039 contributor: fullname: Yadav – volume: 97 start-page: 849 year: 2019 end-page: 872 ident: CR24 article-title: Harris Hawks optimization: algorithm and applications publication-title: Future Gen Comp Syst doi: 10.1016/j.future.2019.02.028 contributor: fullname: Chen – volume: 48 start-page: 67 year: 2019 end-page: 83 ident: CR1 article-title: An intelligent system for spam detection and identification of the most relevant features based on evolutionary random weight networks publication-title: Information Fusion doi: 10.1016/j.inffus.2018.08.002 contributor: fullname: Fujita – volume: 329 start-page: 597 year: 2016 end-page: 618 ident: CR2 article-title: Across neighborhood search for numerical optimization publication-title: Inf Sci doi: 10.1016/j.ins.2015.09.051 contributor: fullname: Wu – ident: CR5 – volume: 26 start-page: 29 issue: 1 year: 1996 end-page: 41 ident: CR13 article-title: Ant system: optimization by a colony of cooperating agents publication-title: IEEE Transactions Syst Man Cyber Part B (Cybernetics) doi: 10.1109/3477.484436 contributor: fullname: Colorni – volume: 153 start-page: 137 year: 2015 end-page: 147 ident: CR31 article-title: A comparative study of CBO and ECBO for optimal design of skeletal structures publication-title: Comput Struct doi: 10.1016/j.compstruc.2015.02.028 contributor: fullname: Ilchi Ghazaan – volume: 267 start-page: 66 issue: 1 year: 1992 end-page: 73 ident: CR10 article-title: Genetic algorithms publication-title: Sci Am doi: 10.1038/scientificamerican0792-66 contributor: fullname: Holland – volume: 1 start-page: 190 issue: 3 year: 1989 end-page: 206 ident: CR19 article-title: Tabu search—part I publication-title: ORSA J Comput doi: 10.1287/ijoc.1.3.190 contributor: fullname: Glover – volume: 31 start-page: 7665 issue: 11 year: 2019 end-page: 7683 ident: CR27 article-title: On the exploration and exploitation in popular swarm-based metaheuristic algorithms publication-title: Neural Comput Appl doi: 10.1007/s00521-018-3592-0 contributor: fullname: Shi – ident: CR26 – volume: 11 start-page: 341 issue: 4 year: 1997 end-page: 359 ident: CR11 article-title: Differential evolution: a simple and efficient heuristic for global optimization over continuous spaces publication-title: J Global Optim doi: 10.1023/A:1008202821328 contributor: fullname: Price – ident: 1258_CR26 doi: 10.1007/978-3-319-47217-1_2 – volume: 97 start-page: 849 year: 2019 ident: 1258_CR24 publication-title: Future Gen Comp Syst doi: 10.1016/j.future.2019.02.028 contributor: fullname: AA Heidari – volume: 48 start-page: 67 year: 2019 ident: 1258_CR1 publication-title: Information Fusion doi: 10.1016/j.inffus.2018.08.002 contributor: fullname: H Faris – volume: 60 start-page: 1001 issue: 2 year: 2019 ident: 1258_CR16 publication-title: Knowl Inf Syst doi: 10.1007/s10115-018-1253-3 contributor: fullname: M Tahani – volume: 85 start-page: 340 issue: 7–8 year: 2007 ident: 1258_CR29 publication-title: Comput Struct doi: 10.1016/j.compstruc.2006.11.020 contributor: fullname: L Li – volume: 8 start-page: 541 issue: 5 year: 2002 ident: 1258_CR23 publication-title: J Heurist doi: 10.1023/A:1016540724870 contributor: fullname: E-G Talbi – ident: 1258_CR5 doi: 10.1002/9780470496916 – ident: 1258_CR12 – volume-title: Metaheuristic optimization algorithms in civil engineering: new applications year: 2020 ident: 1258_CR3 doi: 10.1007/978-3-030-45473-9 contributor: fullname: A Kaveh – volume: 153 start-page: 137 year: 2015 ident: 1258_CR31 publication-title: Comput Struct doi: 10.1016/j.compstruc.2015.02.028 contributor: fullname: A Kaveh – volume: 1 start-page: 190 issue: 3 year: 1989 ident: 1258_CR19 publication-title: ORSA J Comput doi: 10.1287/ijoc.1.3.190 contributor: fullname: F Glover – volume: 329 start-page: 597 year: 2016 ident: 1258_CR2 publication-title: Inf Sci doi: 10.1016/j.ins.2015.09.051 contributor: fullname: G Wu – volume: 71 start-page: 747 year: 2018 ident: 1258_CR25 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2018.07.039 contributor: fullname: A Sadollah – volume: 13 start-page: 2592 issue: 5 year: 2013 ident: 1258_CR18 publication-title: Appl Soft Comput doi: 10.1016/j.asoc.2012.11.026 contributor: fullname: A Sadollah – ident: 1258_CR22 doi: 10.1007/978-3-319-13826-8_4 – volume: 177 start-page: 218 year: 2016 ident: 1258_CR32 publication-title: Comput Struct doi: 10.1016/j.compstruc.2016.08.006 contributor: fullname: A Kaveh – volume: 81 start-page: 252 year: 2018 ident: 1258_CR20 publication-title: Future Gen Comp Syst doi: 10.1016/j.future.2017.10.052 contributor: fullname: M Kumar – volume: 82 start-page: 781 issue: 9–10 year: 2004 ident: 1258_CR28 publication-title: Comput Struct doi: 10.1016/j.compstruc.2004.01.002 contributor: fullname: KS Lee – volume: 139 start-page: 18 year: 2014 ident: 1258_CR33 publication-title: Comput Struct doi: 10.1016/j.compstruc.2014.04.005 contributor: fullname: A Kaveh – ident: 1258_CR14 doi: 10.1016/j.istruc.2020.03.033 – volume: 220 start-page: 671 issue: 4598 year: 1983 ident: 1258_CR6 publication-title: Science doi: 10.1126/science.220.4598.671 contributor: fullname: S Kirkpatrick – volume: 101 start-page: 646 year: 2019 ident: 1258_CR17 publication-title: Future Gen Comp Syst doi: 10.1016/j.future.2019.07.015 contributor: fullname: FA Hashim – volume: 87 start-page: 267 issue: 5–6 year: 2009 ident: 1258_CR30 publication-title: Comput Struct doi: 10.1016/j.compstruc.2009.01.003 contributor: fullname: A Kaveh – volume: 11 start-page: 341 issue: 4 year: 1997 ident: 1258_CR11 publication-title: J Global Optim doi: 10.1023/A:1008202821328 contributor: fullname: R Storn – volume: 31 start-page: 7665 issue: 11 year: 2019 ident: 1258_CR27 publication-title: Neural Comput Appl doi: 10.1007/s00521-018-3592-0 contributor: fullname: K Hussain – volume: 95 start-page: 51 year: 2016 ident: 1258_CR9 publication-title: Adv Eng Softw doi: 10.1016/j.advengsoft.2016.01.008 contributor: fullname: S Mirjalili – start-page: 161 volume-title: New advancements in swarm algorithms: operators and applications year: 2020 ident: 1258_CR15 doi: 10.1007/978-3-030-16339-6_6 contributor: fullname: E Cuevas – volume: 96 start-page: 61 year: 2016 ident: 1258_CR8 publication-title: Knowl-Based Syst doi: 10.1016/j.knosys.2016.01.002 contributor: fullname: L Shen – volume: 267 start-page: 66 issue: 1 year: 1992 ident: 1258_CR10 publication-title: Sci Am doi: 10.1038/scientificamerican0792-66 contributor: fullname: JH Holland – ident: 1258_CR4 – volume: 26 start-page: 29 issue: 1 year: 1996 ident: 1258_CR13 publication-title: IEEE Transactions Syst Man Cyber Part B (Cybernetics) doi: 10.1109/3477.484436 contributor: fullname: M Dorigo – volume: 64 start-page: 654 year: 2018 ident: 1258_CR7 publication-title: Appl Math Model doi: 10.1016/j.apm.2018.07.044 contributor: fullname: J Luo – volume: 40 start-page: 167 issue: 3 year: 2016 ident: 1258_CR34 publication-title: Iran J Sci Technol Transactions Civil Eng doi: 10.1007/s40996-016-0021-4 contributor: fullname: A Kaveh – ident: 1258_CR21 doi: 10.1109/CEC.2007.4425083 |
| SSID | ssj0013009 |
| Score | 2.4830742 |
| Snippet | In this paper, a new hybrid algorithm is introduced, combining two Harris Hawks Optimizer (HHO) and the Imperialist Competitive Algorithm (ICA) to achieve a... |
| SourceID | proquest crossref springer |
| SourceType | Aggregation Database Publisher |
| StartPage | 1555 |
| SubjectTerms | Bombings Business competition CAE) and Design Calculus of Variations and Optimal Control; Optimization Civil engineering Classical Mechanics Competition Computer Science Computer-Aided Engineering (CAD Control Evolution Evolutionary algorithms Foraging behavior Genetic algorithms Math. Applications in Chemistry Mathematical and Computational Engineering Optimization Original Article Population Robustness (mathematics) Search methods Structural engineering Systems Theory |
| SummonAdditionalLinks | – databaseName: SpringerLINK - Czech Republic Consortium dbid: AGYKE link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV09T8MwED1BWWDgG1EoyAMbBCVOUidjhVoqEEwgwRTZFxtQaVLRIgQb_xzbcSifQ6dITmQpdz7fs33vGeAAI4YYt6VHGZVepJB5XKD0FBOYRuZKRjQb-heX7f51dHYT30x53LbYvT6RtBP1J9fNKKeYellTR0XjxGPzsOCIpwud09vz7vTwwK8qOwJmKrvazHFl_u7lez6agswf56I23fRW4Kom7VRVJoPj54k4xrffGo6z_MkqLDv4STrVeFmDOVmsw4qDosQF-lg31bc91G3rsPRFunAD3jsFkVZ-Qmctcv9qiF-kFignJjfmpCxInz_pWUQ_XgZjUurpaeh4n4QXOXkYjmwA6KFG0AJ4W8lE-ONd-fQwuR8SDalJJXFr5EG-9bAJ173u1Unfc9c5eKjjfOLlgZ8i5zTOkzhFvS7naaLRJAYUY6oCLoJUCKnCUCRM8UCpKJQS44TTMNK4Jwi3oFGUhdwGkqvQ574yusbtSHA_lRrmiNRXUY4iFdiEw9qp2ahS7cg-9Zmt-TNt_syaP2NNaNV-z1wEjzNqVlKUMRY34aj24_T1_73tzPb5LixSw6iwGzstaGiTyj2NcyZi343rD1Qa9i4 priority: 102 providerName: Springer Nature |
| Title | An efficient hybrid approach based on Harris Hawks optimization and imperialist competitive algorithm for structural optimization |
| URI | https://link.springer.com/article/10.1007/s00366-020-01258-7 https://www.proquest.com/docview/2675827775 |
| Volume | 38 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV3PT9swFH6C9rIdxmCb6GCVD9yYtcRJ6uSECmqpQCCEqMROkf1iUwRNu7XStCP_Oc-uQ8ek7RTJkXzw-_X5-b3vARxgKhGznuFCCsNTi5IrjYZbqbFI3UhGdAn9i8veaJye3Wa3IeG2CGWVjU_0jrqaocuRfxMO2QopZXY0_8Hd1Cj3uhpGaGxCW9BNIWpB-3hweXW9fkeIVkUesXRFXj0Z2mZ885yjYnEFuK4wS2Q5l69D0xpv_vVE6iPP8D28C5CR9Vcy3oYNU-_AVoCPLBjnYgfe_sEt-AGe-jUznh-Cwgqb_HadWaxhEGcueFVsVrOR-klmTp9fDws2I_8xDY2ZTNUVu5_OvYaSLjD0CNuXGjH1eEdns5xMGWFetuKgdfwdr3b4COPh4OZkxMO8BY5kiEtexVGBSomsyrMC6eKsipzgHsYCM2FjpeNCa2OTROfSqtjaNDEGs1yJJCVgEiefoFXParMLrLJJpCLriId7qVZRYQiH6CKyaYW60NiBw-aoy_mKVqN8IVD2gilJMKUXTCk7sN9IowwmtijXCtGBr42E1r__vdvn_--2B2-Ea3HwmZZ9aNERmi8EPJa6C5v58LQL7f7p9_NBN-garY5F_xmwaNvT |
| link.rule.ids | 315,783,787,12777,21400,27936,27937,33385,33756,41093,41535,42162,42604,43612,43817,52123,52246,74369,74636 |
| linkProvider | ProQuest |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV07T8MwED7xGICBN6I8PbCBReI4dTIhhCjlOYHEFtkXmyJoWmglxMg_x3YdCkgwZYh0g-_O9_ke3wHsIReIaVNTJpim3KCgUqGmRijMuVvJiC6hf33TbN_xi_v0PiTcBqGtsr4T_UVd9tDlyA-ZQ7ZMCJEe9V-o2xrlqqthhcYkTPPExmo3Kd46G1cRolGLRyxci1dThKEZPzrniFhc-61ry2JpRsXPwDRGm78KpD7utBZhPgBGcjzS8BJM6GoZFgJ4JME1B8sw941ZcAU-jiuiPTuEDSqk8-7mskjNH05c6CpJryJt-Wqd3H7engakZ2-PbhjLJLIqyWO37-3TWgJBj699oxGRzw_2ZIadLrGIl4wYaB17xw8Jq3DXOr09adOwbYGidcMhLeMoRylZWmZpjvbZLPPMgj2MGabMxFLFuVLaJInKhJGxMTzRGtNMsoRbWBInazBV9Sq9DqQ0SSQj42iHm1zJKNcWhag8MrxElStswH591EV_RKpRfNEne8UUVjGFV0whGrBVa6MIDjYoxubQgINaQ-Pff0vb-F_aLsy0b6-viqvzm8tNmGVu2MHnXLZgyh6n3rYQZKh2vJ19AlDG2fs |
| linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfV1LT9wwEB7xkFA5AKVFLAXqQ29gkTgPJ6cKUZalBcQBJG6RPbEBwWYXdiXUI_-csdfpAlI55RDJB8_rs_3NNwA_MJWIWW64kMLw1KLkSqPhVmosUzeSEd2F_ulZ3rtMf19lV4H_NAq0yjYn-kRdD9Ddke8Jh2yFlDLbs4EWcf6r-3P4wN0EKffSGsZpzMI8VcXceXjRPZq-KEQTukcsHd0rl6GBxrfROVEWR8V1FC2RFVy-LVJT5PnusdTXoO4KLAXwyPYn1v4MM6ZZheUAJFkI09EqLL5SGfwCz_sNM14pggoMu_nrerRYqyXOXBmr2aBhPfVIAU-fp7sRG1Am6YcWTaaamt32h95XySsYeqztSUdM3V_Tzoxv-ozQL5uo0ToljzcrfIXL7uHFQY-HyQscKSTHvI6jEpUSWV1kJdIRWpUFAT-MBWbCxkrHpdbGJokupFWxtWliDGaFEklKECVO1mCuGTRmHVhtk0hF1kkQ56lWUWkIkegysmmNutTYgZ12q6vhRGCj-iel7A1TkWEqb5hKdmCztUYVgm1UTV2jA7uthaa__7_axserfYcFcrHq5Pjszzf4JFzfg79-2YQ52k2zRWhkrLe9m70Ahm7eOQ |
| 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=An+efficient+hybrid+approach+based+on+Harris+Hawks+optimization+and+imperialist+competitive+algorithm+for+structural+optimization&rft.jtitle=Engineering+with+computers&rft.au=Kaveh%2C+A&rft.au=Rahmani%2C+P&rft.au=Eslamlou%2C+A.+Dadras&rft.date=2022-06-01&rft.pub=Springer+Nature+B.V&rft.issn=0177-0667&rft.eissn=1435-5663&rft.volume=38&rft.spage=1555&rft.epage=1583&rft_id=info:doi/10.1007%2Fs00366-020-01258-7&rft.externalDBID=HAS_PDF_LINK |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0177-0667&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0177-0667&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0177-0667&client=summon |