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Structural and Multidisciplinary Optimization
Erschienen in: Structural and Multidisciplinary Optimization 2/2019

27.03.2019 | Research Paper

Adaptive chaotic particle swarm algorithm for isogeometric multi-objective size optimization of FG plates

verfasst von: Chao Wang, Tiantang Yu, Jose L. Curiel-Sosa, Nenggang Xie, Tinh Quoc Bui

Erschienen in: Structural and Multidisciplinary Optimization | Ausgabe 2/2019

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Abstract

An effective multi-objective optimization methodology that combines the isogeometric analysis (IGA) and adaptive chaotic particle swarm algorithm is presented for optimizing ceramic volume fraction (CVF) distribution of functionally graded plates (FGPs) under eigenfrequencies. The CVF distribution is represented by the B-spline basis function. Mechanical behaviors of FGPs are obtained with NURBS-based IGA and the recently developed simple first-order shear theory. The design variables are the CVFs at control points in the thickness direction, and the optimization objective is to minimize the mass of structure and maximize the first natural frequency. A recently developed multi-objective adaptive chaotic particle swarm algorithm with high efficiency is employed as an optimizer. All desirable features of the developed approach will be illustrated through four numerical examples, confirming its effectiveness and reliability.
Vorheriger Artikel A stiffener structural design method for worktable of heavy-duty vertical lathe by combining modal analysis and topology optimization
Nächster Artikel Topology optimization of acoustic mechanical interaction problems: a comparative review

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Literatur
Akbari R, Hedayatzadeh R, Ziarati K, Hassanizadeh B (2012) A multi-objective artificial bee colony algorithm. Swarm Evol Comput 2(1):39–52CrossRef
Alatas B, Akin E (2009) Multi-objective rule mining using a chaotic particle swarm optimization algorithm. Knowl-Based Syst 22(6):455–460CrossRef
Alatas B, Akin E, Ozer AB (2009) Chaos embedded particle swarm optimization algorithm. Chaos, Solitons Fractals 40(4):1715–1734MathSciNetMATHCrossRef
Bosman PAN, Thierens D (2003) The balance between proximity and diversity in multi-objective evolutionary algorithms. IEEE Press 7(2):174–188
Briza AC, Naval Jr PC (2010) Stock trading system based on the multi-objective particle swarm optimization of technical indicators on end-of-day market data. Appl Soft Comput 11(1):1191–1201
Coello CAC, Cortes NC (2002) An approach to solve multi-objective optimization problems based on an artificial immune system. International Conference on Artificial Immune Systems, 212–221
Coello CAC, Lechuga MS (2002) MOPSO: a proposal for multiple objective particle swarm optimization. Evolutionary Computation. CEC '02. Proceedings of the 2002 Congress on: 1051–1056
Coello CAC, Pulido GT, Lechuga MS (2004) Handling multiple objectives with particle swarm optimization. IEEE Trans Evol Comput 8(3):256–279CrossRef
Daynes S, Feih S, Lu WF, Wei J (2017) Optimisation of functionally graded lattice structures using isostatic lines. Mater Des 127:215–223CrossRef
Deb K, Pratap A, Agarwal S, Meyarivan T (2002) A fast and elitist multi-objective genetic algorithm: NSGA-II. IEEE Trans Evol Comput 6(2):182–197CrossRef
Eberhart RC, Shi YH (2002) Comparing inertial weights and constriction factor in particle swarm optimization. Cong on Evolutionary Computation 1(5):84–88
Fantuzzi N, Tornabene F (2016) Strong formulation isogeometric analysis (SFIGA) for laminated composite arbitrary shaped plates. Compos Part B 96:173–203CrossRef
Farzam-Rad AS, Hassani B, Karamodin A (2017) Isogeometric analysis of functionally graded plates using a new quasi-3D shear deformation theory based on physical neutral surface. Compos Part B 108:174–189CrossRef
Hughes TJR, Cottrell JA, Bazilevs Y (2005) Isogeometric analysis: CAD, finite elements, NURBS, exact geometry and mesh refinement. Comput Methods Appl Mech Eng 194(39):4135–4195MathSciNetMATHCrossRef
Kennedy J, Eberhart RC (1995) Particle swarm optimization. IEEE Int Conf Neural Networks 4:1942–1948
Klinkel S, Chen L, Dornisch W (2015) A NURBS based hybrid collocation Galerkin method for the analysis of boundary represented solids. Comput Methods Appl Mech Eng 284:689–711MathSciNetMATHCrossRef
Kou XY, Parks GT, Tan ST (2012) Optimal design of functionally graded materials using a procedural model and particle swarm optimization. Comput Aided Des 44(4):300–310CrossRef
Kulkarni NK, Patekar S, Bhoskar T, Kulkarni O, Kakandikar GM, Nandedkar VM (2015) Particle swarm optimization applications to mechanical engineering- a review. Mater Today Proc 2(4–5):2631–2639CrossRef
Lai WJ, Yu TT, Bui TQ, Wang ZG, Curiel-Sosa JL, Das R, Hirose S (2017) 3-D elasto-plastic large deformations: IGA simulation by Bézier extraction of NURBS. Adv Eng Softw 108:68–82CrossRef
Lezgy-Nazargah M, Vidal P, Polit O (2015) NURBS-based isogeometric analysis of laminated composite beams using refined sinus model. Eur J Mech A Solids 53:34–47MathSciNetMATHCrossRef
Lieu QX, Lee J (2017) Modeling and optimization of functionally graded plates under thermo-mechanical load using isogeometric analysis and adaptive hybrid evolutionary firefly algorithm. Compos Struct 179:89–106CrossRef
Lieu QX, Lee J, Lee D, Lee S, Kim D, Lee J (2018) Shape and size optimization of functionally graded sandwich plates using isogeometric analysis and adaptive hybrid evolutionary firefly algorithm. Thin-Walled Struct 124:588–604CrossRef
Liew KM, Zhao X, Ferreira AJM (2011) A review of meshless methods for laminated and functionally graded plates and shells. Compos Struct 93(8):2031–2041CrossRef
Liu S, Yu TT, Bui TQ (2017a) Size effects of functionally graded microplates: a novel non-classical simple-FSDT isogeometric analysis. Eur J Mech A Solids 66:446–458MathSciNetMATHCrossRef
Liu S, Yu TT, Bui TQ, Yin SH, Thai DK, Tanaka S (2017b) Analysis of functionally graded plates by a simple locking-free quasi-3D hyperbolic plate isogeometric method. Compos Part B 120:182–196CrossRef
Magnucka-Blandzi E (2011) Mathematical modelling of a rectangular sandwich plate with a metal foam core. J Theor Appl Mech 49(2):439–455
Miettinem K (1999) Nonlinear multi-objective optimization. Kluwer Academic Publishers, New York
Moita SJ, Araujo LA, Correia FV, Mota Soares MC, Herskovits J (2018) Material distribution and sizing optimization of functionally graded plate-shell structures. Compos Part B 142:263–272CrossRef
Na KS, Kim JH (2009) Volume fraction optimization of functionally graded composite panels for stress reduction and critical temperature. Finite Elem Anal Des 45(11):845–851CrossRef
Nair J, Howlin S, Porter J, Rimmer T (2006) Two-dimensional optimization of material composition of functionally graded materials using meshless analyses and a genetic algorithm. Comput Methods Appl Mech Eng 195(44):5926–5948MathSciNet
Qasem SN, Shamsuddin SM (2011) Radial basis function network based on time variant multi-objective particle swarm optimization for medical diseases diagnosis. Appl Soft Comput 11(1):1427–1438CrossRef
Reddy JN (2004) Mechanics of laminated composite plates and shells: theory and analysis, 2nd edn. CRC Press
Reissner E (1976) On the theory of transverse bending of elastic plates. J Appl Mech 12(8):545–554MathSciNetMATH
Roque CMC, Martins PALS, Ferreira AJM, Jorge RMN (2016) Differential evolution for free vibration optimization of functionally graded nano beams. Compos Struct 156:29–34CrossRef
Schaffer JD (1985) Multiple objective optimization with vector evaluated genetic algorithms. International Conference on Genetic Algorithms. L. Erlbaum Associates Inc, pp 93–100
Schott JR (1995) Fault tolerant design using single and multicriteria genetic algorithm optimization. Cell Immunol 37(1):1–13MathSciNet
Shi JX, Shimoda M (2015) Interface shape optimization of designing functionally graded sandwich structures. Compos Struct 125:88–95CrossRef
Singh N, Sinha A (2010) Chaos based multiple image encryption using multiple canonical transforms. Opt Laser Technol 42(5):724–731CrossRef
Srinivas N, Deb K (1994) Muiltiobjective optimization using nondominated sorting in genetic algorithms. Evol Comput 2(3):221–248CrossRef
Sun SH, Yu TT, Nguyen TT, Atroshchenko E, Bui TQ (2018) Structural shape optimization by IGABEM and particle swarm optimization algorithm. Eng Anal Bound Elem 88:26–40MathSciNetMATHCrossRef
Svanberg K (1987) The method of moving asymptotes—a new method for structural optimization. Int J Numer Methods Eng 24(2):359–373MathSciNetMATHCrossRef
Taheri AH, Hassani B (2014) Simultaneous isogeometrical shape and material design of functionally graded structures for optimal eigenfrequencies. Comput Methods Appl Mech Eng 277(2):46–80MathSciNetMATHCrossRef
Taheri AH, Hassani B, Moghaddam NZ (2014) Thermo-elastic optimization of material distribution of functionally graded structures by an isogeometrical approach. Int J Solids Struct 51:416–429CrossRef
Tornabene F, Fantuzzi N, Bacciocchi M (2016) The GDQ method for the free vibration analysis of arbitrarily shaped laminated composite shells using a NURBS-based isogeometric approach. Compos Struct 154(1):190–218CrossRef
Vel SS, Batra RC (2002) Exact solution for thermoelastic deformations of functionally graded thick rectangular plates. AIAA J 40:1421–1433CrossRef
Vu TV, Nguyen NH, Khosravifard, Hematiyan MR, Tanaka S, Bui QT (2017) A simple FSDT-based meshfree method for analysis of functionally graded plates. Eng Anal Bound Elem 79:1–12MathSciNetMATHCrossRef
Wang L, Xie NG, Song CZ, Bao JH, Cen YW (2010) Multi-objective bionics design method of passive suspension parameters based on hybrid behavior game. Struct Multidiscip Optim 42(3):371–386CrossRef
Wang L, Zhong X, Liu M (2012) A novel group search optimizer for multi-objective optimization. Expert Syst Appl 39(3):2939–2946CrossRef
Woodward B, Kashtalyan M (2011) 3D elasticity analysis of sandwich panels with graded core under distributed and concentrated loadings. Int J Mech Sci 53(10):872–885CrossRef
Xie NG, Meng R, Ye Y, Wang L, Cen YW (2013) Multi-objective design method based on evolution game and its application for suspension. Struct Multidiscip Optim 47(2):207–220MathSciNetMATHCrossRef
Yin SH, Hale JS, Yu TT, Bui TQ, Bordas SPA (2014) Isogeometric locking-free plate element: a simple first order shear deformation theory for functionally graded plates. Compos Struct 118(1):121–138CrossRef
Yu TT, Yin SH, Bui TQ, Hirose S (2015) A simple FSDT-based isogeometric analysis for geometrically nonlinear analysis of functionally graded plates. Finite Elem Anal Des 96:1–10CrossRef
Yu TT, Bui TQ, Yin SH, Doan DH, Wu CT, Do TV, Tanaka S (2016a) On the thermal buckling analysis of functionally graded plates with internal defects using extended isogeometric analysis. Compos Struct 136:684–695CrossRef
Yu TT, Yin SH, Bui TQ, Xia SF, Tanaka S, Hirose S (2016b) NURBS-based isogeometric analysis of buckling and free vibration problems for laminated composites plates with complicated cutouts using a new simple FSDT theory and level set method. Thin-Walled Struct 101:141–156CrossRef
Yu TT, Yin SH, Bui TQ, Liu C, Wattanasakulpong N (2017) Buckling isogeometric analysis of functionally graded plates under combined thermal and mechanical loads. Compos Struct 162:54–69CrossRef
Zakaria MZ, Mohd Saad MS, Jamaluddin H, Ahmad R (2014) Dynamic system modeling of flexible beam system using multi-objective optimization differential evolution algorithm. Appl Mech Mater 695:605–608CrossRef
Zhu H, Sankar BV (2007) Analysis of sandwich TPS panel with functionally graded foam core by Galerkin method. Compos Struct 77(3):280–287CrossRef
Zitzler E, Thiele L (1999) Multi-objective evolutionary algorithms: a comparative case study and the strength Pareto approach. IEEE Trans Evol Comput 3(4):257–271CrossRef
Metadaten
Titel
Adaptive chaotic particle swarm algorithm for isogeometric multi-objective size optimization of FG plates
verfasst von
Chao Wang
Tiantang Yu
Jose L. Curiel-Sosa
Nenggang Xie
Tinh Quoc Bui
Publikationsdatum
27.03.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
Structural and Multidisciplinary Optimization / Ausgabe 2/2019
Print ISSN: 1615-147X
Elektronische ISSN: 1615-1488
DOI
https://doi.org/10.1007/s00158-019-02238-2

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