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However, under the background of collaboration, knowledge complementarity and collaboration performance among candidates are important but overlooked. In this paper, we propose a multi-objective optimization model for member selection of a Co-NPD team, considering comprehensively the individual knowledge competence, knowledge complementarity, and collaboration performance. Then, to solve the model, an improved adaptive genetic algorithm (IAGA) is developed. Finally, a real case is provided to illustrate the application of the model, and the IAGA is implemented to select the desired team members for optimal team composition. Additionally, the standard generic algorithm and particle swarm optimization are used to compare with the IAGA to further verify the effectiveness of the IAGA.<\/jats:p>","DOI":"10.1515\/jisys-2016-0078","type":"journal-article","created":{"date-parts":[[2016,11,10]],"date-time":"2016-11-10T05:02:51Z","timestamp":1478754171000},"page":"213-229","source":"Crossref","is-referenced-by-count":4,"title":["A Member Selection Model of Collaboration New Product Development Teams Considering Knowledge and Collaboration"],"prefix":"10.1515","volume":"27","author":[{"given":"Jiafu","family":"Su","sequence":"first","affiliation":[{"name":"The State Key Laboratory of Mechanical Transmission , Chongqing University , Chongqing 400044 , China"},{"name":"The Harold and Inge Marcus Department of Industrial and Manufacturing Engineering , The Pennsylvania State University , State College, PA 16802 , United States of America"}]},{"given":"Yu","family":"Yang","sequence":"additional","affiliation":[{"name":"The State Key Laboratory of Mechanical Transmission , Chongqing University , Chongqing , China"}]},{"given":"Xuefeng","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of management engineering, Anhui Polytechnic University , Wuhu , China"}]}],"member":"374","published-online":{"date-parts":[[2016,11,10]]},"reference":[{"key":"2025120523303650278_j_jisys-2016-0078_ref_001_w2aab3b7b4b1b6b1ab1b7b1Aa","doi-asserted-by":"crossref","unstructured":"C. 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