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Keywords: multi-objective optimization
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Journal Articles
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111706.
Paper No: MD-22-1243
Published Online: August 9, 2022
...Yin Liu; Shuo Wang; Kunpeng Li; Wei Sun; Xueguan Song Most practical multi-objective optimization problems are often characterized by two or more expensive and conflicting objectives, which require time-consuming simulations. Commonly used algorithms construct a surrogate model of each objective...
Journal Articles
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051703.
Paper No: MD-21-1150
Published Online: December 6, 2021
...@ucf.edu Email: jayanta.kapat@ucf.edu Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 23 03 2021 05 11 2021 10 11 2021 06 12 2021 design optimization multi-objective optimization simulation-based...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031405.
Paper No: MD-21-1113
Published Online: October 29, 2021
... and machine functionality. This modeling approach facilitates the allocation of system functions to humans and machines to be used as an accessible baseline for concept development. Further, a multi-objective optimization model was developed to allocate functions with metrics for accommodation and cost...
Journal Articles
Article Type: Research Papers
J. Mech. Des. March 2022, 144(3): 031702.
Paper No: MD-21-1198
Published Online: October 1, 2021
...@ugent.be Contributed by the Design Automation Committee of ASME for publication in the J ournal of M echanical D esign . 07 04 2021 26 07 2021 28 07 2021 01 10 2021 design optimization metamodeling multi-objective optimization uncertainty analysis...
Journal Articles
Article Type: Research Papers
J. Mech. Des. January 2022, 144(1): 011703.
Paper No: MD-20-1759
Published Online: August 11, 2021
... 10 2020 09 07 2021 09 07 2021 11 08 2021 Email: chris.hoyle@oregonstate.edu Email: fuentesc@stat.oregonstate.edu Email: biswasar@oregonstate.edu Bayesian optimization surrogate modeling multi-objective optimization weighted Tchebycheff Bayesian regression...
Journal Articles
Article Type: Research Papers
J. Mech. Des. November 2021, 143(11): 111704.
Paper No: MD-20-1858
Published Online: May 28, 2021
...George H. Cheng; G. Gary Wang; Yeong-Maw Hwang Multi-objective optimization (MOO) problems with computationally expensive constraints are commonly seen in real-world engineering design. However, metamodel-based design optimization (MBDO) approaches for MOO are often not suitable for high...
Journal Articles
Article Type: Research Papers
J. Mech. Des. November 2020, 142(11): 111703.
Paper No: MD-19-1857
Published Online: May 22, 2020
... 05 2020 redundancy allocation problem multi-state system design evidential networks belief function theory evidential Pareto dominance multi-objective optimization reliability in design systems design uncertainty modeling Reliability is an important design characteristic...
Journal Articles
Article Type: Research Papers
J. Mech. Des. September 2020, 142(9): 091703.
Paper No: MD-19-1459
Published Online: March 30, 2020
.... The proposed approach is compared with some state-of-the-art metamodel-based multi-objective optimization approaches with four numerical examples and one engineering case. The results show that the proposed approach can obtain satisfactory Pareto solutions with significantly reduced computational cost...
Journal Articles
Article Type: Research Papers
J. Mech. Des. April 2020, 142(4): 041701.
Paper No: MD-19-1112
Published Online: November 1, 2019
... , “ Multi-Objective Optimization of Part-Building Orientation in Stereolithography ,” Rapid Prototyp. J. , 1 ( 4 ), pp. 12 – 23 . 10.1108/13552549510104429 [38] Singhal , S. K. , Jain , P. K. , Pandey , P. M. , and Nagpal , A. K. , 2009 , “ Optimum Part Deposition Orientation...
Journal Articles
Article Type: Research-Article
J. Mech. Des. September 2014, 136(9): 091402.
Paper No: MD-13-1335
Published Online: July 11, 2014
.... Parametric studies are conducted with respect to changes in land price. The present study is expected to help designers in creating optimized solar collectors based on specified requirements. compound parabolic concentrator solar collector system multi-objective optimization game theory...
Journal Articles
Article Type: Research Papers
J. Mech. Des. August 2012, 134(8): 081003.
Published Online: July 23, 2012
... and Reliability Assessment Method for Efficient Probabilistic Design ,” ASME J. Mech. Des. , 126 ( 2 ), pp. 225 – 233 . 10.1115/1.1649968 70 Hamel , J. M. , and Azarm , S. , 2011 , “ Reducible Uncertain Interval Design by Kriging Metamodel Assisted Multi-Objective Optimization ,” ASME J...
Journal Articles
Article Type: Design Innovations
J. Mech. Des. October 2011, 133(10): 105001.
Published Online: October 25, 2011
... aspect was developed for small-size supersonic aircraft and successfully applied to the multi-objective optimization of a low sonic boom concept aircraft. References 1 Deremaux , Y. , 2009 , “ Why a Small Size Supersonic Transport Aircraft? Objectives and Trade-Offs ,” HISAC 2009...
Journal Articles
Article Type: Technical Briefs
J. Mech. Des. October 2011, 133(10): 104502.
Published Online: October 18, 2011
.../1.2826362 9 Deb , K. , 2005 , “ Chapter 10: Multi-Objective Optimization ,” Search Methodologies: Introductory Tutorials in Optimization and Decision Support Techniques , E. K. Burke and G. Kendall , eds., Springer , Berlin/Heidelberg , pp. 273 – 316 . 10 Depince , P...
Journal Articles
Article Type: Research Papers
J. Mech. Des. June 2010, 132(6): 061001.
Published Online: May 20, 2010
... quality and production efficiency. A multi-objective optimization model for the heating rods layout in the mold cavity plate is formulated to optimize temperature distribution uniformity and heating efficiency with respect to the heating rods layout. An application to a liquid crystal display TV panel...
Journal Articles
Article Type: Research Papers
J. Mech. Des. November 2009, 131(11): 111006.
Published Online: October 7, 2009
... to the performance based on the nominal model just as what the traditional deterministic robust design methods do. The other is to minimize the effect of the model uncertainty using the matrix perturbation theory. Through solving a multi-objective optimization problem, the proposed design can improve the system...
Journal Articles
Article Type: Research Papers
J. Mech. Des. December 2008, 130(12): 121101.
Published Online: October 8, 2008
... cognition decision making design engineering game theory process design bounded rationality multi-objective optimization decentralized design game theory In a recent article on msn.com ( 1 ), the author advocated that “mistakes are good.” The rationale for this comment was a list...
Journal Articles
Article Type: Research Papers
J. Mech. Des. July 2006, 128(4): 874–883.
Published Online: December 20, 2005
...Mian Li; Shapour Azarm; Art Boyars We present a deterministic non-gradient based approach that uses robustness measures in multi-objective optimization problems where uncontrollable parameter variations cause variation in the objective and constraint values. The approach is applicable for cases...
Journal Articles
Article Type: Research Papers
J. Mech. Des. July 2006, 128(4): 884–892.
Published Online: December 19, 2005
... robustness ( 20 21 22 23 24 25 ). Building upon the existing research by Ref. 9 , we have relaxed the assumption of homogeneous consumer preferences and introduced a multi-objective optimization procedure for the robust marketing criterion. From the design perspective, the proposed approach...