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      Size, shape, and topology optimization of planar and space trusses using mutation-based improved metaheuristics

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      https://www.riss.kr/link?id=A105258344

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      다국어 초록 (Multilingual Abstract)

      In this study, simultaneous size, shape, and topology optimization of planar and space trusses are inves-tigated. Moreover, the trusses are subjected to constraints for element stresses, nodal displacements, and kinematic stability conditions. Truss Topology Optimization (TTO) removes the superfluous elements and nodes from the ground structure. In this method, the difficulties arise due to unacceptable and singular topologies; therefore, the Grubler’s criterion and the positive definiteness are used to handle such issue. Moreover, the TTO is challenging due to its search space, which is implicit, non-convex, non-linear, and often leading to divergence. Therefore, mutation-based metaheuristics are proposed to investigate them. This study compares the performance of four improved metaheuristics (viz. Improved Teaching–Learning-Based Optimization (ITLBO), Improved Heat Transfer Search (IHTS), Improved Water Wave Optimization (IWWO), and Improved Passing Vehicle Search (IPVS)) and four basic metaheuristics (viz. TLBO, HTS, WWO, and PVS) in order to solve structural optimization problems.
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      In this study, simultaneous size, shape, and topology optimization of planar and space trusses are inves-tigated. Moreover, the trusses are subjected to constraints for element stresses, nodal displacements, and kinematic stability conditions. Truss T...

      In this study, simultaneous size, shape, and topology optimization of planar and space trusses are inves-tigated. Moreover, the trusses are subjected to constraints for element stresses, nodal displacements, and kinematic stability conditions. Truss Topology Optimization (TTO) removes the superfluous elements and nodes from the ground structure. In this method, the difficulties arise due to unacceptable and singular topologies; therefore, the Grubler’s criterion and the positive definiteness are used to handle such issue. Moreover, the TTO is challenging due to its search space, which is implicit, non-convex, non-linear, and often leading to divergence. Therefore, mutation-based metaheuristics are proposed to investigate them. This study compares the performance of four improved metaheuristics (viz. Improved Teaching–Learning-Based Optimization (ITLBO), Improved Heat Transfer Search (IHTS), Improved Water Wave Optimization (IWWO), and Improved Passing Vehicle Search (IPVS)) and four basic metaheuristics (viz. TLBO, HTS, WWO, and PVS) in order to solve structural optimization problems.

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      참고문헌 (Reference)

      1 Zheng, Y.-J., "Water wave optimization: A new nature-inspired metaheuristic" 55 : 1-11, 2015

      2 Eskandar, H., "Water cycle algorithm - A novel metaheuristic optimization method for solving constrained engineering optimization problems" 110-111 : 151-166, 2012

      3 Savsani, V. J., "Truss topology optimization with static and dynamic constraints using modified subpopulation teaching-learning-based optimization" 2016

      4 Fu, Z., "Truss topology optimization under uncertain nodal locations with proportional topology optimization method" 7734-, 2016

      5 Wu, C.-Y., "Truss structure optimization using adaptive multipopulation differential evolution" 42 (42): 575-590, 2010

      6 Kaveh, A., "Topology optimization of trusses using genetic algorithm, force method and graph theory" 791 : 771-791, 2003

      7 Kaveh, A., "Topology optimization of trusses considering static and dynamic constraints using the CSS" 13 (13): 2727-2734, 2013

      8 Rao, R. V., "Teaching-learning-based optimization: An optimization method for continuous non-linear large scale problems" 183 (183): 1-15, 2012

      9 Rao, R. V., "Teaching-learning-based optimization: A novel method for constrained mechanical design optimization problems" 43 (43): 303-315, 2011

      10 Cheng, M. Y., "Symbiotic organisms search: A new metaheuristic optimization algorithm" 139 : 98-112, 2014

      1 Zheng, Y.-J., "Water wave optimization: A new nature-inspired metaheuristic" 55 : 1-11, 2015

      2 Eskandar, H., "Water cycle algorithm - A novel metaheuristic optimization method for solving constrained engineering optimization problems" 110-111 : 151-166, 2012

      3 Savsani, V. J., "Truss topology optimization with static and dynamic constraints using modified subpopulation teaching-learning-based optimization" 2016

      4 Fu, Z., "Truss topology optimization under uncertain nodal locations with proportional topology optimization method" 7734-, 2016

      5 Wu, C.-Y., "Truss structure optimization using adaptive multipopulation differential evolution" 42 (42): 575-590, 2010

      6 Kaveh, A., "Topology optimization of trusses using genetic algorithm, force method and graph theory" 791 : 771-791, 2003

      7 Kaveh, A., "Topology optimization of trusses considering static and dynamic constraints using the CSS" 13 (13): 2727-2734, 2013

      8 Rao, R. V., "Teaching-learning-based optimization: An optimization method for continuous non-linear large scale problems" 183 (183): 1-15, 2012

      9 Rao, R. V., "Teaching-learning-based optimization: A novel method for constrained mechanical design optimization problems" 43 (43): 303-315, 2011

      10 Cheng, M. Y., "Symbiotic organisms search: A new metaheuristic optimization algorithm" 139 : 98-112, 2014

      11 Baumann, B., "Structure assembling by stochastic topology optimization" 83 : 2175-2184, 2005

      12 Kaveh, A., "Structural topology optimization using ant colony methodology" 30 (30): 2559-2565, 2008

      13 Canfield, R. A., "Structural optimization with stiffness and frequency constraints" 17 (17): 95-110, 1989

      14 Kaveh, A., "Structural mechanics: Graph and matrix methods" Research Studies Press, John Wiley 1995

      15 Rajan, S. D., "Sizing, shape, and topology design optimization of trusses using genetic algorithm" 121 (121): 1480-1487, 1995

      16 Rahami, H., "Sizing, geometry and topology optimization of trusses via force method and genetic algorithm" 30 : 2360-2369, 2008

      17 A. Kaveh, "Sizing, geometry and topology optimization of trusses using force method and supervised charged system search" 국제구조공학회 50 (50): 365-382, 2014

      18 Ahrari, A., "Simultaneous topology, shape and size optimization of truss structures by fully stressed design based on evolution strategy" 47 (47): 37-41, 2014

      19 Savsani, P., "Passing Vehicle Search (PVS): A novel metaheuristic algorithm" 40 (40): 3951-3978, 2015

      20 Kaveh, A., "Particle swarm optimizer, ant colony strategy and harmony search scheme hybridized for optimization of truss structures" 87 (87): 267-283, 2009

      21 Kirsch, U., "Optimal topologies of truss structures" 72 (72): 15-28, 1989

      22 Bojczuk, D., "Optimal design of trusses with account for topology variation" 26 (26): 21-40, 1998

      23 Luh, G., "Optimal design of truss structures using ant algorithm" 36 (36): 365-379, 2008

      24 Draa, A., "On the performances of the flower pollination algorithm - Qualitative and quantitative analyses" 34 : 349-371, 2015

      25 De Falco, I., "Mutation-based genetic algorithm: Performance evaluation" 1 (1): 285-299, 2002

      26 Richardson, J. N., "Multiobjective topology optimization of truss structures with kinematic stability repair" 46 : 513-532, 2012

      27 Miguel, L. F. F., "Multimodal size, shape, and topology optimisation of truss structures using the Firefly algorithm" 56 : 23-37, 2013

      28 Ali, M. Z., "Multi-population differential evolution with balanced ensemble of mutation strategies for large-scale global optimization" 33 : 304-327, 2015

      29 Kunakote, T., "Multi-objective topology optimization using evolutionary algorithms" 43 (43): 541-557, 2011

      30 Tejani, G. G., "Modified sub-population teachinglearning-based optimization for design of truss structures with natural frequency constraints" 1-19, 2016

      31 Tejani, G., "Modified sub-population based heat transfer search algorithm for structural optimization" 8 (8): 1-23, 2017

      32 Li, X., "Modified cuckoo search algorithm with self adaptive parameter method" 298 : 80-97, 2015

      33 Tang, W., "Improved genetic algorithm for design optimization of truss structures with sizing, shape and topology variables" 62 : 1737-1762, 2005

      34 Patel, V. K., "Heat transfer search (HTS): A novel optimization algorithm" 324 : 217-246, 2015

      35 Hajela, P., "Genetic algorithms in truss topological optimization" 32 (32): 3341-3357, 1995

      36 Ohsaki, M., "Genetic algorithm for topology optimization of trusses" 57 (57): 219-225, 1995

      37 Lu, Y. C., "Enhancing particle swarm optimization algorithm using two new strategies for optimizing design of truss structures" 45 (45): 1251-1271, 2013

      38 Deb, K., "Design of truss-structures for minimum weight using genetic algorithms" 37 (37): 447-465, 2001

      39 Waghmare, G., "Comments on: A note on teaching-learning-based optimization algorithm" 229 : 159-169, 2013

      40 A. Kaveh, "Colliding bodies optimization for size and topology optimization of truss structures" 국제구조공학회 53 (53): 847-865, 2015

      41 Dorn, W. S., "Automatic design of optimal structures" 3 (3): 25-52, 1964

      42 Liu, Y., "Automated kinematic synthesis of planar mechanisms with revolute joints" 35 (35): 405-445, 2007

      43 Wang, L., "An improved teaching-learning-based optimization with neighborhood search for applications of ANN" 143 : 231-247, 2014

      44 Yi, W., "An improved adaptive differential evolution algorithm for continuous optimization" 44 : 1-12, 2016

      45 Das, K. N., "An ideal tri-population approach for unconstrained optimization and applications" 256 : 666-701, 2015

      46 Tejani, G. G., "Adaptive symbiotic organisms search (SOS) algorithm for structural design optimization" 3 (3): 226-249, 2016

      47 Piotrowski, A. P., "Adaptive memetic differential evolution with global and local neighborhood-based mutation operators" 241 : 164-194, 2013

      48 Li, L., "Adaptation, Learning, and Optimization" 2011

      49 Zhang, B., "A water wave optimization algorithm with variable population size and comprehensive learning" 9225 : 124-136, 2015

      50 Cheng, M. Y., "A novel fuzzy adaptive teaching learning-based optimization (FATLBO) for solving structural optimization problems" 33 (33): 55-69, 2017

      51 Liu, S., "A note on teaching - Learning-based optimization algorithm" 212 : 79-93, 2012

      52 Patel, V. K., "A multi-objective improved teaching-learning based optimization algorithm (MO-ITLBO)" 2014

      53 Cheng, M. Y., "A hybrid harmony search algorithm for discrete sizing optimization of truss structure" 69 : 21-33, 2016

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2023 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-01-01 평가 등재학술지 유지 (해외등재 학술지 평가) KCI등재
      2017-03-13 학술지명변경 한글명 : Journal of Computational Design and Engineering -> Journal of Computational Design and Engineering
      외국어명 : Journal of Computational Design and Engineering -> Journal of Computational Design and Engineering
      KCI등재
      2017-03-01 평가 SCOPUS 등재 (기타) KCI등재
      2016-06-13 학회명변경 한글명 : 한국CAD/CAM학회 -> 한국CDE학회
      영문명 : Society Of Cadcam Engineers -> Society for Computational Design and Engineering
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      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0 0 0
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