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Original Articles

Metamodelling and search using space exploration and unimodal region elimination for design optimization

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Pages 517-533 | Received 13 Feb 2009, Published online: 07 Apr 2010

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Fuqing Zhao, Guoqiang Yang, Yi Zhang, Wenchang Lei, Weimin Ma & Chuck Zhang. (2019) A novel hybrid combination optimization algorithm based on search area segmentation and fast Fourier transform. Engineering Optimization 51:5, pages 846-861.
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Qiong Li, Zijing Liu, Yingjie Xiao, Pengcheng Zhao, Yanan Zhao, Tao Yang & Tao Yu. (2022) An Intelligent Optimization Method for Preliminary Design of Lead-Bismuth Reactor Core Based on Kriging Surrogate Model. Frontiers in Energy Research 10.
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Xuening Pu, Jia Hao, Fulin Zhang, Shipei He & Yongsong Long. 2022. Advances in Mechanical Design. Advances in Mechanical Design 1489 1505 .
Kai Wu, Faping Zhang, Yun He Zhang, Yan Yan & Shahid Ikramullah Butt. (2021) Surrogate-adjoint refine based global optimization method combining with multi-stage fuzzy clustering space reduction strategy for expensive problems. Applied Soft Computing 113, pages 107883.
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Chengyang Liu, Zhiqiang Wan, Yijie Liu, Xuewu Li & Dianzi Liu. (2021) Trust-region based adaptive radial basis function algorithm for global optimization of expensive constrained black-box problems. Applied Soft Computing 105, pages 107233.
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Pengcheng Ye, Congcong Wang & Guang Pan. (2021) Surrogate based blended-wing-body underwater glider shape optimization design. Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University 39:1, pages 85-92.
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Zhao Liu, Hongyi Xu & Ping Zhu. (2020) An adaptive multi-fidelity approach for design optimization of mesostructure-structure systems. Structural and Multidisciplinary Optimization 62:1, pages 375-386.
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Xiaobing Shang, Tao Chao, Ping Ma & Ming Yang. (2020) Derivative-based global sensitivity measure using radial basis function. Structural and Multidisciplinary Optimization 62:1, pages 107-129.
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Tianzeng Tao, Guozhong Zhao & Shanhong Ren. (2020) An Efficient Kriging-Based Constrained Optimization Algorithm by Global and Local Sampling in Feasible Region. Journal of Mechanical Design 142:5.
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Hossein Akbari & Afshin Kazerooni. (2020) KASRA: A Kriging-based Adaptive Space Reduction Algorithm for global optimization of computationally expensive black-box constrained problems. Applied Soft Computing 90, pages 106154.
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Vishwanath Panwar, Seshu Kumar Vandrangi & Sampath Emani. 2020. Hybrid Computational Intelligence. Hybrid Computational Intelligence 173 190 .
Pengcheng Ye & Guang Pan. (2019) An Improved Surrogate Based Optimization Method for Expensive Black-box Problems. IOP Conference Series: Materials Science and Engineering 646:1, pages 012030.
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Huachao Dong, Siqing Sun, Baowei Song & Peng Wang. (2018) Multi-surrogate-based global optimization using a score-based infill criterion. Structural and Multidisciplinary Optimization 59:2, pages 485-506.
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Lei Li, Zhengrong Cheng & Carlos F. Lange. (2018) CFD-Based Optimization of Fluid Flow Product Aided by Artificial Intelligence and Design Space Validation. Mathematical Problems in Engineering 2018, pages 1-14.
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Huachao Dong, Chengshan Li, Baowei Song & Peng Wang. (2018) Multi-surrogate-based Differential Evolution with multi-start exploration (MDEME) for computationally expensive optimization. Advances in Engineering Software 123, pages 62-76.
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Pengcheng Ye, Guang Pan & Zuomin Dong. (2018) Ensemble of surrogate based global optimization methods using hierarchical design space reduction. Structural and Multidisciplinary Optimization 58:2, pages 537-554.
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Hao Xiao, Zuomin Dong, Li Kong, Wei Pei & Zhenxing Zhao. (2018) Optimal Power Flow Using a Novel Metamodel Based Global Optimization Method. Energy Procedia 145, pages 301-306.
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Huachao Dong, Baowei Song, Zuomin Dong & Peng Wang. (2018) SCGOSR: Surrogate-based constrained global optimization using space reduction. Applied Soft Computing 65, pages 462-477.
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Hao Xiao, Wei Pei, Zuomin Dong, Li Kong & Dan Wang. (2018) Application and Comparison of Metaheuristic and New Metamodel Based Global Optimization Methods to the Optimal Operation of Active Distribution Networks. Energies 11:1, pages 85.
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Haitao Liu, Yew-Soon Ong & Jianfei Cai. (2017) A survey of adaptive sampling for global metamodeling in support of simulation-based complex engineering design. Structural and Multidisciplinary Optimization 57:1, pages 393-416.
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Dawei Zhan, Jiachang Qian & Yuansheng Cheng. (2016) Balancing global and local search in parallel efficient global optimization algorithms. Journal of Global Optimization 67:4, pages 873-892.
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Adel Younis, Trevor Williams, Dan Wang, Zuomin Dong, Curran Crawford & Ned Djilali. 2017. Energy Solutions to Combat Global Warming. Energy Solutions to Combat Global Warming 707 734 .
Huachao Dong, Baowei Song, Zuomin Dong & Peng Wang. (2016) Multi-start Space Reduction (MSSR) surrogate-based global optimization method. Structural and Multidisciplinary Optimization 54:4, pages 907-926.
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Abdulbaset Saad, Hannan Lohrasbipeydeh, Zuomin Dong, George Tzanetakis & T. Aaron Gulliver. (2015) A comparison of conventional and meta-model based global optimization methods. A comparison of conventional and meta-model based global optimization methods.
Amir Safari, Adel Younis, Gary Wang, Hirpa Lemu & Zuomin Dong. (2015) Development of a metamodel assisted sampling approach to aerodynamic shape optimization problems. Journal of Mechanical Science and Technology 29:5, pages 2013-2024.
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Yanhong Yang, Wei Pei, Hao Xiao, Hui Qu & Zhiping Qi. (2014) Optimal operation of plug-in electric vehicles with ancillary service. Optimal operation of plug-in electric vehicles with ancillary service.
B. Bischl, O. Mersmann, H. Trautmann & C. Weihs. (2012) Resampling Methods for Meta-Model Validation with Recommendations for Evolutionary Computation. Evolutionary Computation 20:2, pages 249-275.
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Adel Younis, Kerem Karakoc, Zuomin Dong, Edward Park & Afzal Suleman. (2011) Application of SEUMRE global optimization algorithm in automotive magnetorheological brake design. Structural and Multidisciplinary Optimization 44:6, pages 761-772.
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