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      KCI등재 SCIE SCOPUS

      Application of Improved Bat Algorithm in Truss Optimization

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      https://www.riss.kr/link?id=A106228448

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      다국어 초록 (Multilingual Abstract)

      In order to find a more effective intelligent method for truss optimization, we proposed an improved bat algorithm and introduced it into truss optimization. The initial population was optimized by using the good point set weighted approach in bat opt...

      In order to find a more effective intelligent method for truss optimization, we proposed an improved bat algorithm and introduced it into truss optimization. The initial population was optimized by using the good point set weighted approach in bat optimization formula. Individuals with high fitness were retained and individuals with low fitness were eliminated. And the learning factor was introduced to enhance the global search ability of bat algorithm. The improved BA (bat algorithm) was applied to the topology optimization of truss and the optimization results were compared with other algorithms. Experiments show that the improved bat algorithm has better global optimization ability. This study provides an efficient algorithm for structural optimization.

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      참고문헌 (Reference)

      1 A. Baghlani, "Weight Optimization of Truss Structures by a New Feasible Boundary Search Technique Hybridized with Firefly Algorithm" 대한토목학회 18 (18): 1105-1118, 2014

      2 Mohammad Yassami, "Using Fuzzy Genetic, Artificial Bee Colony (ABC) and Simple Genetic Algorithm for the Stiffness Optimization of Steel Frames with Semi-rigid Connections" 대한토목학회 19 (19): 1366-1374, 2015

      3 Liu, F., "Topology optimization of truss structure based on improved group search optimization algorithm" 4 : 22-28, 2010

      4 Yuji Miyazu, "Topology optimization of supporting structure for seismic response reduction of an arch" Springer Science and Business Media LLC 59 (59): 852-861, 2016

      5 Jianhongyu Li, "Topology optimization of continuum structure with dynamic constraints using mode identification" 대한기계학회 29 (29): 1407-1412, 2015

      6 Tang, W. Y., "The improved genetic algorithm is used to solve the topology optimization of truss" 25 (25): 78-84, 2008

      7 Alessandra Fiore, "Structural Optimization of Hollow-section Steel Trusses by Differential Evolution Algorithm" 한국강구조학회 16 (16): 411-423, 2016

      8 Shyue-Jian Wu, "Steady-state genetic algorithms for discrete optimization of trusses" Elsevier BV 56 (56): 979-991, 1995

      9 Bin Yang, "Solving Truss Topological Optimization via Swarm Intelligence" 대한토목학회 19 (19): 1962-1972, 2015

      10 Mridula Sarkar, "Optimization of Welded Beam Structure Using Neutrosophic Optimization Technique: A Comparative Study" Springer Science and Business Media LLC 20 (20): 847-860, 2018

      1 A. Baghlani, "Weight Optimization of Truss Structures by a New Feasible Boundary Search Technique Hybridized with Firefly Algorithm" 대한토목학회 18 (18): 1105-1118, 2014

      2 Mohammad Yassami, "Using Fuzzy Genetic, Artificial Bee Colony (ABC) and Simple Genetic Algorithm for the Stiffness Optimization of Steel Frames with Semi-rigid Connections" 대한토목학회 19 (19): 1366-1374, 2015

      3 Liu, F., "Topology optimization of truss structure based on improved group search optimization algorithm" 4 : 22-28, 2010

      4 Yuji Miyazu, "Topology optimization of supporting structure for seismic response reduction of an arch" Springer Science and Business Media LLC 59 (59): 852-861, 2016

      5 Jianhongyu Li, "Topology optimization of continuum structure with dynamic constraints using mode identification" 대한기계학회 29 (29): 1407-1412, 2015

      6 Tang, W. Y., "The improved genetic algorithm is used to solve the topology optimization of truss" 25 (25): 78-84, 2008

      7 Alessandra Fiore, "Structural Optimization of Hollow-section Steel Trusses by Differential Evolution Algorithm" 한국강구조학회 16 (16): 411-423, 2016

      8 Shyue-Jian Wu, "Steady-state genetic algorithms for discrete optimization of trusses" Elsevier BV 56 (56): 979-991, 1995

      9 Bin Yang, "Solving Truss Topological Optimization via Swarm Intelligence" 대한토목학회 19 (19): 1962-1972, 2015

      10 Mridula Sarkar, "Optimization of Welded Beam Structure Using Neutrosophic Optimization Technique: A Comparative Study" Springer Science and Business Media LLC 20 (20): 847-860, 2018

      11 Yang, X. S., "Nature Inspired Cooperative Strategies for Optimization (NICSO 2010)" Springer 65-74, 2010

      12 Sonia Goyal, "Modified Bat Algorithm for Localization of Wireless Sensor Network" Springer Science and Business Media LLC 86 (86): 657-670, 2016

      13 Kumari, U. R., "Microelectronics, Electromagnetics and Telecommunications" Springer 547-557, 2016

      14 Pingzhang Zhou, "Interval analysis based robust truss optimization with continuous and discrete variables using mix-coded genetic algorithm" Springer Science and Business Media LLC 56 (56): 353-370, 2017

      15 Shen-yan Chen, "Improved genetic algorithm with two-level approximation using shape sensitivities for truss layout optimization" Springer Science and Business Media LLC 55 (55): 1365-1382, 2017

      16 Yousef Hosseinzadeh, "Hybridizing electromagnetism-like mechanism algorithm with migration strategy for layout and size optimization of truss structures with frequency constraints" Springer Science and Business Media LLC 27 (27): 953-971, 2016

      17 Tsai, P. W., "Genetic and Evolutionary Computing" Springer 3-9, 2016

      18 Forest Flager, "Fully Constrained Design: A general and scalable method for discrete member sizing optimization of steel truss structures" Elsevier BV 140 : 55-65, 2014

      19 S. Kazemzadeh Azad, "Discrete sizing optimization of steel trusses under multiple displacement constraints and load cases using guided stochastic search technique" Springer Science and Business Media LLC 52 (52): 383-404, 2015

      20 Gong, Y. B., "Computational Methods in Engineering and Science" Springer 301-301, 2006

      21 Wang, Y., "Application of number theory in approximate analysis" 3 : 72-78, 1980

      22 Jonas Mockus, "Application of Reduced-set Pareto-Lipschitzian Optimization to truss optimization" Springer Science and Business Media LLC 67 (67): 425-450, 2017

      23 O. Hasançebi, "A bat-inspired algorithm for structural optimization" Elsevier BV 128 : 77-90, 2013

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      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
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