{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T11:03:50Z","timestamp":1777547030060,"version":"3.51.4"},"publisher-location":"Cham","reference-count":38,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319393865","type":"print"},{"value":"9783319393872","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-39387-2_7","type":"book-chapter","created":{"date-parts":[[2016,5,24]],"date-time":"2016-05-24T10:18:24Z","timestamp":1464085104000},"page":"73-84","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Multi-agent Framework for Cost Estimation of Product Design"],"prefix":"10.1007","author":[{"given":"Marcin","family":"Relich","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pawel","family":"Pawlewski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,5,20]]},"reference":[{"issue":"2","key":"7_CR1","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1080\/08956308.2008.11657495","volume":"51","author":"R Cooper","year":"2008","unstructured":"Cooper, R., Edgett, S.: Maximizing productivity in product innovation. Res. Technol. Manag. 51(2), 47\u201358 (2008)","journal-title":"Res. Technol. Manag."},{"issue":"2","key":"7_CR2","doi-asserted-by":"publisher","first-page":"88","DOI":"10.5755\/j01.ee.24.2.3087","volume":"24","author":"S Spalek","year":"2013","unstructured":"Spalek, S.: Improving industrial engineering performance through a successful project management office. Eng. Econ. 24(2), 88\u201398 (2013)","journal-title":"Eng. Econ."},{"key":"7_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1007\/978-3-319-24834-9_15","volume-title":"Intelligent Data Engineering and Automated Learning \u2013 IDEAL 2015","author":"M Relich","year":"2015","unstructured":"Relich, M., Bzdyra, K.: Knowledge discovery in enterprise databases for forecasting new product success. In: Jackowski, K., et al. (eds.) IDEAL 2015. LNCS, vol. 9375, pp. 121\u2013129. Springer, Heidelberg (2015). doi:\n                    10.1007\/978-3-319-24834-9_15"},{"key":"7_CR4","volume-title":"Product Design and Development","author":"KT Ulrich","year":"2011","unstructured":"Ulrich, K.T., Eppinger, S.D.: Product Design and Development. McGraw-Hill, Boston (2011)"},{"key":"7_CR5","volume-title":"Design for Manufacturability: Optimizing Cost, Quality and Time-to-Market.","author":"DM Anderson","year":"2001","unstructured":"Anderson, D.M.: Design for Manufacturability: Optimizing Cost, Quality and Time-to-Market. CIM Press, Cambria (2001)"},{"key":"7_CR6","doi-asserted-by":"publisher","first-page":"185","DOI":"10.1016\/S0925-5273(00)00082-7","volume":"68","author":"Y Yan","year":"2000","unstructured":"Yan, Y., Kuphal, T., Bode, J.: Application of multiagent systems in project management. Int. J. Prod. Econ. 68, 185\u2013197 (2000)","journal-title":"Int. J. Prod. Econ."},{"issue":"1","key":"7_CR7","doi-asserted-by":"publisher","first-page":"113","DOI":"10.1016\/j.arcontrol.2014.03.011","volume":"38","author":"G Bocewicz","year":"2014","unstructured":"Bocewicz, G., Nielsen, I., Banaszak, Z.: Iterative multimodal processes scheduling. Annu. Rev. Control 38(1), 113\u2013122 (2014)","journal-title":"Annu. Rev. Control"},{"key":"7_CR8","series-title":"Advances in Intelligent Systems and Computing","first-page":"341","volume-title":"Distributed Computing and Artificial Intelligence","author":"M Relich","year":"2016","unstructured":"Relich, M., Swic, A., Gola, A.: A knowledge-based approach to product concept screening. In: Omatu, S., et al. (eds.) Distributed Computing and Artificial Intelligence. AISC, vol. 373, pp. 341\u2013348. Springer, Heidelberg (2016)"},{"key":"7_CR9","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1016\/j.compind.2004.12.003","volume":"56","author":"T Madhusudan","year":"2005","unstructured":"Madhusudan, T.: An agent-based approach for coordinating product design workflows. Comput. Ind. 56, 235\u2013259 (2005)","journal-title":"Comput. Ind."},{"key":"7_CR10","doi-asserted-by":"publisher","first-page":"9539","DOI":"10.1016\/j.eswa.2008.10.084","volume":"36","author":"MH Fazel Zarandi","year":"2009","unstructured":"Fazel Zarandi, M.H., Ahmadpour, P.: Fuzzy agent-based expert system for steel making process. Expert Syst. Appl. 36, 9539\u20139547 (2009)","journal-title":"Expert Syst. Appl."},{"issue":"1","key":"7_CR11","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1016\/j.dss.2004.09.011","volume":"42","author":"R Kishore","year":"2006","unstructured":"Kishore, R., Zhang, H., Ramesh, R.: Enterprise integration using the agent paradigm: foundations of multi-agent-based integrative business information systems. Decis. Support Syst. 42(1), 48\u201378 (2006)","journal-title":"Decis. Support Syst."},{"key":"7_CR12","doi-asserted-by":"publisher","first-page":"1089","DOI":"10.1016\/j.jnca.2006.04.005","volume":"30","author":"J Tweedale","year":"2007","unstructured":"Tweedale, J., Ichalkaranje, N., Sioutis, C., Jarvis, B., Consoli, A., Phillips-Wren, G.: Innovations in multi-agent systems. J. Netw. Comput. Appl. 30, 1089\u20131115 (2007)","journal-title":"J. Netw. Comput. Appl."},{"key":"7_CR13","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/j.neucom.2012.06.049","volume":"125","author":"J Liu","year":"2014","unstructured":"Liu, J., Chen, Z., Zhang, X., Liu, Z.: Neural-networks-based distributed output regulation of multi-agent systems with nonlinear dynamics. Neurocomputing 125, 81\u201387 (2014)","journal-title":"Neurocomputing"},{"key":"7_CR14","doi-asserted-by":"publisher","first-page":"2937","DOI":"10.1016\/j.eswa.2008.01.070","volume":"36","author":"O Lopez-Ortega","year":"2009","unstructured":"Lopez-Ortega, O., Villar-Medina, I.: A multi-agent system to construct production orders by employing an expert system and a neural network. Expert Syst. Appl. 36, 2937\u20132946 (2009)","journal-title":"Expert Syst. Appl."},{"key":"7_CR15","doi-asserted-by":"publisher","first-page":"1639","DOI":"10.1016\/j.neucom.2008.08.012","volume":"72","author":"A Quteishat","year":"2009","unstructured":"Quteishat, A., Lim, C., Tweedale, J., Jain, L.: A neural network-based multi-agent classifier system. Neurocomputing 72, 1639\u20131647 (2009)","journal-title":"Neurocomputing"},{"key":"7_CR16","doi-asserted-by":"publisher","first-page":"911","DOI":"10.1016\/j.ins.2009.11.028","volume":"180","author":"L Borrajo","year":"2010","unstructured":"Borrajo, L., Corchado, J., Corchado, E., Pellicer, M., Bajo, J.: Multi-agent neural business control system. Inf. Sci. 180, 911\u2013927 (2010)","journal-title":"Inf. Sci."},{"key":"7_CR17","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1016\/j.neucom.2015.06.012","volume":"168","author":"M Lopez-Franco","year":"2015","unstructured":"Lopez-Franco, M., Sanchez, E., Alanis, A., Lopez-Franco, C., Arana-Daniel, N.: Decentralized control for stabilization of nonlinear multi-agent systems using neural inverse optimal control. Neurocomputing 168, 81\u201391 (2015)","journal-title":"Neurocomputing"},{"key":"7_CR18","doi-asserted-by":"publisher","first-page":"4860","DOI":"10.1016\/j.eswa.2010.09.034","volume":"38","author":"E Olajubu","year":"2011","unstructured":"Olajubu, E., Ajayi, O., Aderounmu, G.: A fuzzy logic based multi-agents controller. Expert Syst. Appl. 38, 4860\u20134865 (2011)","journal-title":"Expert Syst. Appl."},{"key":"7_CR19","doi-asserted-by":"publisher","first-page":"10120","DOI":"10.1016\/j.eswa.2009.01.008","volume":"36","author":"P Hanafizadeh","year":"2009","unstructured":"Hanafizadeh, P., Sherkat, M.: Designing fuzzy-genetic learner model based on multi-agent systems in supply chain management. Expert Syst. Appl. 36, 10120\u201310134 (2009)","journal-title":"Expert Syst. Appl."},{"key":"7_CR20","doi-asserted-by":"publisher","first-page":"348","DOI":"10.1016\/j.eswa.2009.05.065","volume":"37","author":"C Huang","year":"2010","unstructured":"Huang, C., Liang, W., Lai, Y., Lin, Y.: The agent-based negotiation process for B2C e-commerce. Expert Syst. Appl. 37, 348\u2013359 (2010)","journal-title":"Expert Syst. Appl."},{"key":"7_CR21","unstructured":"Doskocil, R., Doubravsky, K.: Decision-making rules based on rough set theory: creditworthiness case study. In: Proceedings of the 24th International Business Information Management Association Conference, pp. 321\u2013327, Milan (2014)"},{"key":"7_CR22","doi-asserted-by":"publisher","first-page":"923","DOI":"10.1016\/j.engappai.2010.04.001","volume":"23","author":"K Jolly","year":"2010","unstructured":"Jolly, K., Kumar, R., Vijayakumar, R.: Intelligent task planning and action selection of a mobile robot in a multi-agent system through a fuzzy neural network approach. Eng. Appl. Artif. Intell. 23, 923\u2013933 (2010)","journal-title":"Eng. Appl. Artif. Intell."},{"key":"7_CR23","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1016\/j.neucom.2011.08.031","volume":"88","author":"R Vatankhah","year":"2012","unstructured":"Vatankhah, R., Etemadi, S., Alasty, A., Vossoughi, G.: Adaptive critic-based neuro-fuzzy controller in multi-agents: distributed behavioural control and path tracking. Neurocomputing 88, 24\u201335 (2012)","journal-title":"Neurocomputing"},{"key":"7_CR24","doi-asserted-by":"publisher","first-page":"207","DOI":"10.1016\/j.asoc.2005.01.003","volume":"6","author":"H Liu","year":"2006","unstructured":"Liu, H., Tang, M.: Evolutionary design in a multi-agent design environment. Appl. Soft Comput. 6, 207\u2013220 (2006)","journal-title":"Appl. Soft Comput."},{"key":"7_CR25","doi-asserted-by":"publisher","first-page":"88","DOI":"10.1016\/j.knosys.2013.12.022","volume":"68","author":"D Monticolo","year":"2014","unstructured":"Monticolo, D., Miaita, S., Darwich, H., Hilaire, V.: An agent-based system to build project memories during engineering projects. Knowl.-Based Syst. 68, 88\u2013102 (2014)","journal-title":"Knowl.-Based Syst."},{"key":"7_CR26","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1016\/S0950-7051(02)00034-5","volume":"15","author":"XF Zha","year":"2002","unstructured":"Zha, X.F.: A knowledge intensive multi-agent framework for cooperative\/collaborative design modelling and decision support for assemblies. Knowl. Based Syst. 15, 493\u2013506 (2002)","journal-title":"Knowl. Based Syst."},{"key":"7_CR27","doi-asserted-by":"publisher","first-page":"334","DOI":"10.1016\/j.rcim.2007.01.005","volume":"25","author":"C Chu","year":"2009","unstructured":"Chu, C., Wu, P., Hsu, Y.: Multi-agent collaborative 3D design with geometric model at different levels of detail. Robot. Comput.-Integr. Manuf. 25, 334\u2013347 (2009)","journal-title":"Robot. Comput.-Integr. Manuf."},{"key":"7_CR28","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"102","DOI":"10.1007\/978-3-319-19033-4_9","volume-title":"Highlights of Practical Applications of Agents, Multi-agent Systems, and Sustainability - The PAAMS Collection","author":"M Relich","year":"2015","unstructured":"Relich, M., Pawlewski, P.: A multi-agent system for selecting portfolio of new product development projects. In: Bajo, J., Hallenborg, K., Pawlewski, P., Botti, V., S\u00e1nchez-Pi, N., Duque M\u00e9ndez, N.D., Lopes, F., Vicente, J. (eds.) PAAMS 2015 Workshops. CCIS, vol. 524, pp. 102\u2013114. Springer, Heidelberg (2015)"},{"key":"7_CR29","volume-title":"Handbook of Constraint Programming","author":"F Rossi","year":"2006","unstructured":"Rossi, F., van Beek, P., Walsh, T.: Handbook of Constraint Programming. Elsevier Science, Philadelphia (2006)"},{"key":"7_CR30","series-title":"Intelligent Systems Reference Library","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/978-3-319-23338-3_8","volume-title":"New Frontiers in Information and Production Systems Modelling and Analysis","author":"M Relich","year":"2016","unstructured":"Relich, M.: A knowledge-based system for new product portfolio selection. In: Rozewski, P., et al. (eds.) New Frontiers in Information and Production Systems Modelling and Analysis. ISRL, vol. 98, pp. 169\u2013187. Springer, Heidelberg (2016)"},{"key":"7_CR31","doi-asserted-by":"publisher","unstructured":"Sitek, P., Wikarek, J.: A hybrid approach to the optimization of multiechelon systems. Mathematical Problems in Engineering 2015, Article ID 925675 (2015). doi:\n                    10.1155\/2015\/925675","DOI":"10.1155\/2015\/925675"},{"key":"7_CR32","volume-title":"Concepts, Techniques and Models of Computer Programming","author":"P Roy Van","year":"2004","unstructured":"Van Roy, P., Haridi, S.: Concepts, Techniques and Models of Computer Programming. Massachusetts Institute of Technology, Cambridge (2004)"},{"key":"7_CR33","doi-asserted-by":"crossref","unstructured":"Sitek, P.: A hybrid CP\/MP approach to supply chain modelling, optimization and analysis. In: Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 1345\u20131352 (2014)","DOI":"10.15439\/2014F89"},{"key":"7_CR34","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"69","DOI":"10.1007\/978-3-319-19033-4_6","volume-title":"Highlights of Practical Applications of Agents, Multi-agent Systems, and Sustainability - The PAAMS Collection","author":"K Grzybowska","year":"2015","unstructured":"Grzybowska, K.: Selected activity coordination mechanisms in complex systems. In: Bajo, J., Hallenborg, K., Pawlewski, P., Botti, V., S\u00e1nchez-Pi, N., Duque M\u00e9ndez, N.D., Lopes, F., Vicente, J. (eds.) PAAMS 2015 Workshops. CCIS, vol. 524, pp. 69\u201379. Springer, Heidelberg (2015)"},{"issue":"2","key":"7_CR35","doi-asserted-by":"publisher","first-page":"151","DOI":"10.17270\/J.LOG.2015.2.3","volume":"11","author":"K Grzybowska","year":"2015","unstructured":"Grzybowska, K.: Application of an electronic bulletin board, as a mechanism of coordination of actions in complex systems \u2013 reference model. LogForum 11(2), 151\u2013158 (2015)","journal-title":"LogForum"},{"key":"7_CR36","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1016\/j.engappai.2014.02.003","volume":"30","author":"G Bocewicz","year":"2014","unstructured":"Bocewicz, G., Nielsen, I., Banaszak, Z.: Automated guided vehicles fleet match-up scheduling with production flow constraints. Eng. Appl. Artif. Intell. 30, 49\u201362 (2014)","journal-title":"Eng. Appl. Artif. Intell."},{"key":"7_CR37","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-1479-4","volume-title":"Constraint-Based Scheduling: Applying Constraint Programming to Scheduling Problems","author":"P Baptiste","year":"2001","unstructured":"Baptiste, P., Le Pape, C., Nuijten, W.: Constraint-Based Scheduling: Applying Constraint Programming to Scheduling Problems. Kluwer Academic Publishers, Norwell (2001)"},{"key":"7_CR38","doi-asserted-by":"publisher","first-page":"101","DOI":"10.1016\/S0004-3702(01)00174-6","volume":"136","author":"J Liu","year":"2002","unstructured":"Liu, J., Jing, H., Tang, Y.Y.: Multi-agent oriented constraint satisfaction. Artif. Intell. 136, 101\u2013144 (2002)","journal-title":"Artif. Intell."}],"container-title":["Communications in Computer and Information Science","Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-39387-2_7","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T23:06:27Z","timestamp":1558393587000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-39387-2_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319393865","9783319393872"],"references-count":38,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-39387-2_7","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"20 May 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}