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pubmed-article:3657106pubmed:abstractTextEstimating forces in muscles and joints during locomotion requires formulations consistent with available methods of solving the indeterminate problem. Direct comparisons of results between differing optimization methods proposed in the literature have been difficult owing to widely varying model formulations, algorithms, input data, and other factors. We present an application of a new optimization program which includes linear and nonlinear techniques allowing a variety of cost functions and greater flexibility in problem formulation. Unified solution methods such as the one demonstrated here, offer direct evaluations of such factors as optimization criteria and constraints. This unified method demonstrates that nonlinear formulations (of the sort reported) allow more synergistic activity and in contrast to linear formulations, allow antagonistic activity. Concurrence of EMG activity and predicted forces is better with nonlinear predictions than linear predictions. The prediction of synergistic and antagonistic activity expectedly leads to higher joint force predictions. Relaxation of the requirement that muscles resolve the entire intersegmental moment maintains muscle synergism in the nonlinear formulation while relieving muscle antagonism and reducing the predicted joint contact force. Such unified methods allow more possibilities for exploring new optimization formulations, and in comparing the solutions to previously reported formulations.lld:pubmed
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pubmed-article:3657106pubmed:authorpubmed-author:ChengCClld:pubmed
pubmed-article:3657106pubmed:authorpubmed-author:BrandR ARAlld:pubmed
pubmed-article:3657106pubmed:authorpubmed-author:AroraJ SJSlld:pubmed
pubmed-article:3657106pubmed:authorpubmed-author:PedersenD RDRlld:pubmed
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pubmed-article:3657106pubmed:dateRevised2007-11-14lld:pubmed
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pubmed-article:3657106pubmed:year1987lld:pubmed
pubmed-article:3657106pubmed:articleTitleDirect comparison of muscle force predictions using linear and nonlinear programming.lld:pubmed
pubmed-article:3657106pubmed:affiliationOrthopaedic Biomechanics Laboratory, University of Iowa, Iowa City 52242.lld:pubmed
pubmed-article:3657106pubmed:publicationTypeJournal Articlelld:pubmed
pubmed-article:3657106pubmed:publicationTypeComparative Studylld:pubmed
pubmed-article:3657106pubmed:publicationTypeResearch Support, U.S. Gov't, P.H.S.lld:pubmed
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