Optimum Design of Castellated Beams Using Four Recently Developed Meta-heuristic Algorithms
The use of castellated beams has received much attention in recent decades. Since these beams have holes in their webs, the bending moment of the cross section increases without increasing the weight of the beam. These beams are also more practical from an architectural point of view, and installati...
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| Published in | Iranian journal of science and technology. Transactions of civil engineering Vol. 47; no. 2; pp. 713 - 725 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Cham
Springer International Publishing
01.04.2023
Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
| ISSN | 2228-6160 2364-1843 |
| DOI | 10.1007/s40996-022-00884-z |
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| Abstract | The use of castellated beams has received much attention in recent decades. Since these beams have holes in their webs, the bending moment of the cross section increases without increasing the weight of the beam. These beams are also more practical from an architectural point of view, and installations and plumbing can be passed through the holes of these beams that are used in the roof. Therefore, optimization of castellated beams is of great importance due to the increasing use of these beams in the different types of structures like parking lots, industrial buildings and warehouses, office buildings, schools and hospitals. In this study, the optimization of castellated beams with circular and hexagonal holes with cost objective function has been done using four recently developed meta-heuristic algorithms called shuffled shepherd optimization algorithm, improved shuffled-based Jaya, plasma generation optimization and set theoretical-based Jaya algorithm, and the costs for castellated beams with circular and hexagonal holes are compared. Moreover, the results show the good performance of these four new meta-algorithms in optimizing the castellated beams problems. |
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| AbstractList | The use of castellated beams has received much attention in recent decades. Since these beams have holes in their webs, the bending moment of the cross section increases without increasing the weight of the beam. These beams are also more practical from an architectural point of view, and installations and plumbing can be passed through the holes of these beams that are used in the roof. Therefore, optimization of castellated beams is of great importance due to the increasing use of these beams in the different types of structures like parking lots, industrial buildings and warehouses, office buildings, schools and hospitals. In this study, the optimization of castellated beams with circular and hexagonal holes with cost objective function has been done using four recently developed meta-heuristic algorithms called shuffled shepherd optimization algorithm, improved shuffled-based Jaya, plasma generation optimization and set theoretical-based Jaya algorithm, and the costs for castellated beams with circular and hexagonal holes are compared. Moreover, the results show the good performance of these four new meta-algorithms in optimizing the castellated beams problems. The use of castellated beams has received much attention in recent decades. Since these beams have holes in their webs, the bending moment of the cross section increases without increasing the weight of the beam. These beams are also more practical from an architectural point of view, and installations and plumbing can be passed through the holes of these beams that are used in the roof. Therefore, optimization of castellated beams is of great importance due to the increasing use of these beams in the different types of structures like parking lots, industrial buildings and warehouses, office buildings, schools and hospitals. In this study, the optimization of castellated beams with circular and hexagonal holes with cost objective function has been done using four recently developed meta-heuristic algorithms called shuffled shepherd optimization algorithm, improved shuffled-based Jaya, plasma generation optimization and set theoretical-based Jaya algorithm, and the costs for castellated beams with circular and hexagonal holes are compared. Moreover, the results show the good performance of these four new meta-algorithms in optimizing the castellated beams problems. |
| Author | Kaveh, A. Almasi, P. Khodagholi, A. |
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| Cites_doi | 10.1007/s40996-020-00527-1 10.1108/EC-05-2020-0235 10.1016/j.jcsr.2012.03.026 10.1016/j.jcsr.2011.10.016 10.1016/j.advengsoft.2013.12.007 10.56748/ejse.19234 10.1177/003754970107600201 10.1007/s42107-020-00262-y 10.1007/978-3-642-00185-7_6 10.1016/j.istruc.2019.09.013 10.1016/j.advengsoft.2013.03.004 10.1109/3477.484436 10.1109/MHS.1995.494215 10.1016/j.cnsns.2012.05.010 10.1007/s00707-009-0270-4 10.1023/A:1022602019183 10.1504/IJBIC.2011.042259 10.1016/j.compstruc.2012.09.003 10.1016/j.istruc.2021.06.054 10.1007/978-3-319-19659-6 10.1108/EC-10-2019-0481 10.1016/j.compstruc.2014.04.005 10.1016/j.istruc.2020.11.008 10.1016/j.jcsr.2010.07.014 |
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| Keywords | Shuffled shepherd optimization algorithm (SSOA) Optimum design Plasma generation optimization (PGO) Improved shuffled-based Jaya (IS-Jaya) Castellated beams Set theoretical-based Jaya algorithm (ST-JA) Optimization |
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| References | MorkhadeSGLokhandeRSGundUDDivateABDeosarkarSSChavanMUStructural behaviour of castellated steel beams with reinforced web openingsAsian J Civ Eng20202161067107810.1007/s42107-020-00262-y KavehAZaerrezaAShuffled shepherd optimization method: a new meta-heuristic algorithmEng Comput2020372357238910.1108/EC-10-2019-0481 KavehAShokohiFApplication of Grey Wolf Optimizer in design of castellated beamsAsian J Civ Eng (BHRC)2016175683700 KavehAFarhoudiNA new optimization method: Dolphin echolocationAdv Eng Softw201359537010.1016/j.advengsoft.2013.03.004 TsavdaridisKDD'MelloCOptimisation of novel elliptically-based web opening shapes of perforated steel beamsJ Constr Steel Res201276395310.1016/j.jcsr.2012.03.026 DorigoMManiezzoVColorniAAnt system: optimization by a colony of cooperating agentsIEEE Trans Syst Man Cybern Part B (cybern)1996261294110.1109/3477.484436 GandomiAHAlaviAHKrill herd: a new bio-inspired optimization algorithmCommun Nonlinear Sci Numer Simul2012171248314845296027910.1016/j.cnsns.2012.05.0101266.65092 GrzywińskiMDedeTÖzdemírYIOptimization of the braced dome structures by using Jaya algorithm with frequency constraintsSteel Compos Struct Int J20193014755 KavehAHosseiniSMZaerrezaAImproved Shuffled Jaya algorithm for sizing optimization of skeletal structures with discrete variablesStructures20212910712810.1016/j.istruc.2020.11.008 KavehAMahdaviVRColliding bodies optimization: a novel meta-heuristic methodComput Struct2014139182710.1016/j.compstruc.2014.04.005 KavehATalatahariSA novel heuristic optimization method: charged system searchActa Mech2010213326728910.1007/s00707-009-0270-41397.65094 KavehAZaerrezaASize/layout optimization of truss structures using shuffled shepherd optimization methodPeriod Polytech Civ Eng2020642408421 WardJDesign of composite and non-composite cellular beams1990UKSteel Construction Institute Ascot RaftoyiannisIIoannidisGDeflection of castellated I-beams under transverse loadingSteel Struct200663136 KurlapkarRPatilAOptimization of various parameters of castellated beam containing sinusoidal openingsInt J Eng Res Technol (IJERT)202110120123 YangX-SBat algorithm for multi-objective optimisationInt J Bio-Inspired Comput20113526727410.1504/IJBIC.2011.042259 Goldberg DavidEHenryHGenetic algorithms and machine learningMach Learn198832959910.1023/A:1022602019183 Kaveh A, Mahdavi VR (2015) Colliding bodies optimization: extensions and applications. Springer Saka MP (2009) Optimum design of steel skeleton structures. In: Music-inspired harmony search algorithm. Springer, pp 87–112 BSIBS EN 1993-1-1: 2005. Eurocode 3. Design of steel structures. General rules and rules for buildings2005LondonBSI KavehAHosseiniSMZaerrezaASize, layout, and topology optimization of skeletal structures using plasma generation optimizationIran J Sci Technol Trans Civ Eng202145251354310.1007/s40996-020-00527-1 SoltaniMBouchaïrAMimouneMNonlinear FE analysis of the ultimate behavior of steel castellated beamsJ Constr Steel Res20127010111410.1016/j.jcsr.2011.10.016 Eberhart R, Kennedy J (1995) A new optimizer using particle swarm theory. In: MHS'95 Proceedings of the sixth international symposium on micro machine and human science. IEEE, pp 39–43 KavehAHamedaniKBJoudakiAKamalinejadMOptimal analysis for optimal design of cyclic symmetric structures subject to frequency constraintsStructures2021333122313610.1016/j.istruc.2021.06.054 MorkhadeSGGuptaLMBehavior of castellated steel beams: state of the art reviewElectron J Struct Eng201919394810.56748/ejse.19234 GeemZWKimJHLoganathanGVA new heuristic optimization algorithm: harmony searchSIMULATION2001762606810.1177/003754970107600201 KalemciENİkizlerSBDedeTAngınZDesign of reinforced concrete cantilever retaining wall using Grey wolf optimization algorithmStructures20202324525310.1016/j.istruc.2019.09.013 BSI BPart 1: 2000, structural use of steelworks in building, part 1, code of practice for design in simple and continuous construction: hot rolled sections2000LondonBritish Standards Institution Construction AIoS (1986) Manual of steel construction: load and resistance factor design manual of steel construction. AISC KavehAKhayatazadMA new meta-heuristic method: ray optimizationComput Struct201211228329410.1016/j.compstruc.2012.09.003 MirjaliliSMirjaliliSMLewisAGrey wolf optimizerAdv Eng Softw201469466110.1016/j.advengsoft.2013.12.007 ErdalFDoğanESakaMPOptimum design of cellular beams using harmony search and particle swarm optimizersJ Constr Steel Res201167223724710.1016/j.jcsr.2010.07.014 EirgashMAToğanVDedeTA multi-objective decision making model based on TLBO for the time-cost trade-off problemsStruct Eng Mech2019712139151 KavehAAkbariHHosseiniSMPlasma generation optimization: a new physically-based metaheuristic algorithm for solving constrained optimization problemsEng Comput2020381554160610.1108/EC-05-2020-0235 TkalčevićVDžebaIAndroićBAnalysis of castellated beams according to Eurocode 3Građevinar2006589709716 884_CR30 I Raftoyiannis (884_CR29) 2006; 6 V Tkalčević (884_CR32) 2006; 58 884_CR16 MA Eirgash (884_CR6) 2019; 71 M Soltani (884_CR31) 2012; 70 BSI (884_CR1) 2005 ZW Geem (884_CR9) 2001; 76 S Mirjalili (884_CR26) 2014; 69 AH Gandomi (884_CR8) 2012; 17 A Kaveh (884_CR18) 2010; 213 SG Morkhade (884_CR28) 2020; 21 A Kaveh (884_CR21) 2020; 38 X-S Yang (884_CR35) 2011; 3 A Kaveh (884_CR20) 2020; 64 BSI B (884_CR2) 2000 A Kaveh (884_CR13) 2013; 59 R Kurlapkar (884_CR25) 2021; 10 F Erdal (884_CR7) 2011; 67 E Goldberg David (884_CR10) 1988; 3 A Kaveh (884_CR15) 2014; 139 J Ward (884_CR34) 1990 KD Tsavdaridis (884_CR33) 2012; 76 884_CR3 M Grzywiński (884_CR11) 2019; 30 884_CR5 SG Morkhade (884_CR27) 2019; 19 M Dorigo (884_CR4) 1996; 26 A Kaveh (884_CR14) 2012; 112 EN Kalemci (884_CR12) 2020; 23 A Kaveh (884_CR23) 2021; 33 A Kaveh (884_CR22) 2021; 29 A Kaveh (884_CR17) 2016; 17 A Kaveh (884_CR19) 2020; 37 A Kaveh (884_CR24) 2021; 45 |
| References_xml | – reference: KavehAAkbariHHosseiniSMPlasma generation optimization: a new physically-based metaheuristic algorithm for solving constrained optimization problemsEng Comput2020381554160610.1108/EC-05-2020-0235 – reference: WardJDesign of composite and non-composite cellular beams1990UKSteel Construction Institute Ascot – reference: Construction AIoS (1986) Manual of steel construction: load and resistance factor design manual of steel construction. AISC – reference: KavehAShokohiFApplication of Grey Wolf Optimizer in design of castellated beamsAsian J Civ Eng (BHRC)2016175683700 – reference: GrzywińskiMDedeTÖzdemírYIOptimization of the braced dome structures by using Jaya algorithm with frequency constraintsSteel Compos Struct Int J20193014755 – reference: BSIBS EN 1993-1-1: 2005. Eurocode 3. Design of steel structures. General rules and rules for buildings2005LondonBSI – reference: KavehAHosseiniSMZaerrezaAImproved Shuffled Jaya algorithm for sizing optimization of skeletal structures with discrete variablesStructures20212910712810.1016/j.istruc.2020.11.008 – reference: KavehAHosseiniSMZaerrezaASize, layout, and topology optimization of skeletal structures using plasma generation optimizationIran J Sci Technol Trans Civ Eng202145251354310.1007/s40996-020-00527-1 – reference: ErdalFDoğanESakaMPOptimum design of cellular beams using harmony search and particle swarm optimizersJ Constr Steel Res201167223724710.1016/j.jcsr.2010.07.014 – reference: RaftoyiannisIIoannidisGDeflection of castellated I-beams under transverse loadingSteel Struct200663136 – reference: MorkhadeSGLokhandeRSGundUDDivateABDeosarkarSSChavanMUStructural behaviour of castellated steel beams with reinforced web openingsAsian J Civ Eng20202161067107810.1007/s42107-020-00262-y – reference: YangX-SBat algorithm for multi-objective optimisationInt J Bio-Inspired Comput20113526727410.1504/IJBIC.2011.042259 – reference: KavehAFarhoudiNA new optimization method: Dolphin echolocationAdv Eng Softw201359537010.1016/j.advengsoft.2013.03.004 – reference: KavehAZaerrezaASize/layout optimization of truss structures using shuffled shepherd optimization methodPeriod Polytech Civ Eng2020642408421 – reference: SoltaniMBouchaïrAMimouneMNonlinear FE analysis of the ultimate behavior of steel castellated beamsJ Constr Steel Res20127010111410.1016/j.jcsr.2011.10.016 – reference: TsavdaridisKDD'MelloCOptimisation of novel elliptically-based web opening shapes of perforated steel beamsJ Constr Steel Res201276395310.1016/j.jcsr.2012.03.026 – reference: EirgashMAToğanVDedeTA multi-objective decision making model based on TLBO for the time-cost trade-off problemsStruct Eng Mech2019712139151 – reference: KavehAHamedaniKBJoudakiAKamalinejadMOptimal analysis for optimal design of cyclic symmetric structures subject to frequency constraintsStructures2021333122313610.1016/j.istruc.2021.06.054 – reference: Saka MP (2009) Optimum design of steel skeleton structures. In: Music-inspired harmony search algorithm. 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| SubjectTerms | Algorithms Bending moments Buildings Civil Engineering Engineering Finite element analysis Geometry Heuristic Heuristic methods Industrial buildings Mathematical programming Mechanical properties Objective function Office buildings Optimization Optimization algorithms Problem solving Research Paper Stress concentration |
| Title | Optimum Design of Castellated Beams Using Four Recently Developed Meta-heuristic Algorithms |
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