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Original Articles

Use of multi-objective optimization for digital human posture prediction

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Pages 925-943 | Received 18 Feb 2009, Published online: 18 Sep 2009

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James Yang, Brad Howard & Juan Baus. (2021) A Collision Avoidance Algorithm for Human Motion Prediction Based on Perceived Risk of Collision: Part 1-Model Development. IISE Transactions on Occupational Ergonomics and Human Factors 9:3-4, pages 199-210.
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Justin B. Davidson, Joshua G. A. Cashaback & Steven L. Fischer. (2022) Exploring Optimal Objective Function Weightings to Predict Lifting Postures Under Unfatigued and Fatigued States. Human Factors: The Journal of the Human Factors and Ergonomics Society 66:2, pages 510-527.
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Jiahuan Chen & Xinming Li. (2022) Determining human upper limb postures with a developed inverse kinematic method. Robotica 40:11, pages 4120-4142.
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Xiaolu Xia, Tianyu Zhou, Jing Du & Nan Li. (2022) Human motion prediction for intelligent construction: A review. Automation in Construction 142, pages 104497.
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Salam Rahmatalla. 2022. Prehospital Transport and Whole-Body Vibration. Prehospital Transport and Whole-Body Vibration 141 183 .
Rosaria Califano, Marianeve Cecco, Giuseppina De Cunzo, Nicoletta Napolitano, Emanuela Rega, Iolanda Fiorillo & Alessandro Naddeo. (2021) School combo-desk comfort assessment: A method for weighing postural factors that affect the overall perceived comfort. Work 68:s1, pages S47-S57.
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Sirous Azizi, Afsaneh Dadarkhah & Alireza Asgharpour Masouleh. (2020) Multi-Objective Optimization Method for Posture Prediction of Symmetric Static Lifting Using a Three-Dimensional Human Model. Annals of Military and Health Sciences Research 18:2.
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James Yang & Brad Howard. (2020) Prediction of Initial and Final Postures for Motion Planning in Human Manual Manipulation Tasks Based on Cognitive Decision Making. Journal of Computing and Information Science in Engineering 20:1.
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Biswaranjan Rout, Rati Ranjan Dash & Debabrata Dhupal. (2020) Posture prediction and optimization for a manual assembly operation involving lifting of weights. International Journal for Simulation and Multidisciplinary Design Optimization 11, pages 1.
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H. Faqihi, M. Saad, K. Benjelloun, M. Benbrahim & M. N. Kabbaj. 2020. Informatics in Control, Automation and Robotics. Informatics in Control, Automation and Robotics 295 313 .
Karim Abdel-Malek, Jasbir Arora, Rajan Bhatt, Kimberly Farrell, Chris Murphy & Kevin Kregel. 2019. DHM and Posturography. DHM and Posturography 63 77 .
Hachmia Faqihi, Maarouf Saad, Khalid Benjelloun, Mohammed Benbrahim & M. Nabil Kabbaj. 2019. New Developments and Advances in Robot Control. New Developments and Advances in Robot Control 81 106 .
Xiufang YANG, Youchao SUN, Daxu ZHAO, Zidong YANG, Lijian YAO & Yundong GUO. (2018) Dynamics analysis of pilot's upper limb manipulation process. Journal of Advanced Mechanical Design, Systems, and Manufacturing 12:7, pages JAMDSM0119-JAMDSM0119.
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Anna Seydel, Kimberly Farrell, Ross Johnson, Timothy Marler, Salam Rahmatalla, Rajan Bhatt & Karim Abdel-Malek. 2018. Advances in Human Factors in Simulation and Modeling. Advances in Human Factors in Simulation and Modeling 549 561 .
Hyun-Jung Kwon, Hyun-Joon Chung & Yujiang Xiang. (2017) Human Gait Prediction with a High DOF Upper Body: A Multi-Objective Optimization of Discomfort and Energy Cost. International Journal of Humanoid Robotics 14:01, pages 1650025.
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Hachmia Faqihi, Khalid Benjelloun, Maarouf Saad, Mohammed Benbrahim & M. Nabil Kabbaj. (2017) Optimal posture prediction of human lower limb. Optimal posture prediction of human lower limb.
Saeed Davoudabadi Farahani, Mikhail Svinin, Michael Skipper Andersen, Mark de Zee & John Rasmussen. (2016) Prediction of closed-chain human arm dynamics in a crank-rotation task. Journal of Biomechanics 49:13, pages 2684-2693.
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Saeed Davoudabadi Farahani, Michael Skipper Andersen, Mark de Zee & John Rasmussen. (2015) Optimization-based dynamic prediction of kinematic and kinetic patterns for a human vertical jump from a squatting position. Multibody System Dynamics 36:1, pages 37-65.
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A. A. Pasha Zanoosi, D. Naderi, M. Sadeghi-Mehr, M. Feri, A. Sh. Beheshtiha & K. Fallahnejad. (2015) Investigation of the effects of human body stability on joint angles’ prediction. Multibody System Dynamics 35:2, pages 111-129.
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Joshua G.A. Cashaback & Tyler Cluff. (2015) Increase in joint stability at the expense of energy efficiency correlates with force variability during a fatiguing task. Journal of Biomechanics 48:4, pages 621-626.
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Saeed Davoudabadi Farahani, William Bertucci, Michael Skipper Andersen, Mark de Zee & John Rasmussen. (2014) Prediction of crank torque and pedal angle profiles during pedaling movements by biomechanical optimization. Structural and Multidisciplinary Optimization 51:1, pages 251-266.
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Jonathan DeShaw & Salam Rahmatalla. (2013) Predictive Discomfort in Single- and Combined-Axis Whole-Body Vibration Considering Different Seated Postures. Human Factors: The Journal of the Human Factors and Ergonomics Society 56:5, pages 850-863.
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Bradley Howard, James Yang & Burak Ozsoy. (2014) Optimal Posture and Supporting Hand Force Prediction for Common Automotive Assembly One-Handed Tasks. Journal of Mechanisms and Robotics 6:2.
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Tim Marler, Steve Beck, Uday Verma, Ross Johnson, Victoria Roemig & Behzad Dariush. 2014. Digital Human Modeling. Applications in Health, Safety, Ergonomics and Risk Management. Digital Human Modeling. Applications in Health, Safety, Ergonomics and Risk Management 136 147 .
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Karim A. Abdel-Malek & Jasbir Singh Arora. 2013. Human Motion Simulation. Human Motion Simulation 41 68 .
Qiuling Zou, Qinghong Zhang, Jingzhou (James) Yang & Jared Gragg. (2011) An inverse optimization approach for determining weights of joint displacement objective function for upper body kinematic posture prediction. Robotica 30:3, pages 389-404.
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Bradley Howard & Jingzhou (James) Yang. Formulation of Human Performance Measures for Full Body Pregnant Women Standing Posture Prediction. Formulation of Human Performance Measures for Full Body Pregnant Women Standing Posture Prediction.
Jingzhou (James) Yang, Tim Marler & Salam Rahmatalla. (2010) Multi-objective optimization-based method for kinematic posture prediction: development and validation. Robotica 29:2, pages 245-253.
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Tim Marler, Lindsey Knake & Ross Johnson. 2011. Digital Human Modeling. Digital Human Modeling 151 160 .
Tim Marler, Ross Johnson, Faisal Goussous, Chris Murphy, Steve Beck & Karim Abdel-Malek. 2011. Safety and Risk Modeling and Its Applications. Safety and Risk Modeling and Its Applications 397 424 .
Salam RAHMATALLA, Rosalind SMITH, John MEUSCH, Ting XIA, Tim MARLER & Michael CONTRATTO. (2010) A Quasi-static Discomfort Measure in Whole-body Vibration. Industrial Health 48:5, pages 645-653.
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