{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,11]],"date-time":"2026-06-11T08:58:33Z","timestamp":1781168313726,"version":"3.54.1"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2014,11,4]],"date-time":"2014-11-04T00:00:00Z","timestamp":1415059200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Sched"],"published-print":{"date-parts":[[2015,2]]},"DOI":"10.1007\/s10951-014-0401-1","type":"journal-article","created":{"date-parts":[[2014,11,3]],"date-time":"2014-11-03T04:15:02Z","timestamp":1414988102000},"page":"61-74","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":37,"title":["A learning-based optimization approach to multi-project scheduling"],"prefix":"10.1007","volume":"18","author":[{"given":"Tony","family":"Wauters","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Katja","family":"Verbeeck","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Patrick","family":"De Causmaecker","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Greet","family":"Vanden Berghe","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2014,11,4]]},"reference":[{"issue":"8","key":"401_CR1","doi-asserted-by":"crossref","first-page":"1738","DOI":"10.1016\/j.engappai.2011.12.003","volume":"25","author":"S Adhau","year":"2012","unstructured":"Adhau, S., Mittal, M. L., & Mittal, A. (2012). A multi-agent system for distributed multi-project scheduling: An auction-based negotiation approach. Engineering Applications of Artificial Intelligence, 25(8), 1738\u20131751.","journal-title":"Engineering Applications of Artificial Intelligence"},{"issue":"2","key":"401_CR2","doi-asserted-by":"crossref","first-page":"212","DOI":"10.1016\/j.ijpe.2010.03.009","volume":"126","author":"TR Browning","year":"2010","unstructured":"Browning, T. R., & Yassine, A. A. (2010). Resource-constrained multi-project scheduling: Priority rule performance revisited. International Journal of Production Economics, 126(2), 212\u2013228.","journal-title":"International Journal of Production Economics"},{"key":"401_CR3","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/S0377-2217(98)00204-5","volume":"112","author":"P Brucker","year":"1999","unstructured":"Brucker, P., Drexl, A., M\u00f6hring, R., Neumann, K., & Pesch, E. (1999). Resource-constrained project scheduling: Notation, classification, models, and methods. European Journal of Operational Research, 112, 3\u201341.","journal-title":"European Journal of Operational Research"},{"issue":"1","key":"401_CR4","doi-asserted-by":"crossref","first-page":"176","DOI":"10.1016\/0377-2217(94)90015-9","volume":"76","author":"VYX Chen","year":"1994","unstructured":"Chen, V. Y. X. (1994). A 0\u20131 programming model for scheduling multiple maintenance project at a copper mine. EJOR, 76(1), 176\u2013191.","journal-title":"EJOR"},{"key":"401_CR5","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1007\/s10479-006-0158-9","volume":"150","author":"G Confessore","year":"2007","unstructured":"Confessore, G., Giordani, S., & Rismondo, S. (2007). A market-based multi-agent system model for decentralized multi-project scheduling. Annals of Operational Research, 150, 115\u2013135.","journal-title":"Annals of Operational Research"},{"issue":"1","key":"401_CR6","doi-asserted-by":"crossref","first-page":"110","DOI":"10.1016\/0377-2217(91)90150-T","volume":"51","author":"RF Deckro","year":"1991","unstructured":"Deckro, R. F., Winkofsky, E. P., Hebert, J. E., & Gagnon, R. (1991). A decomposition approach to multi-project scheduling. European Journal of Operational Research, 51(1), 110\u2013118.","journal-title":"European Journal of Operational Research"},{"issue":"3","key":"401_CR7","doi-asserted-by":"crossref","first-page":"1171","DOI":"10.1016\/j.ejor.2006.06.074","volume":"189","author":"JF Goncalves","year":"2008","unstructured":"Goncalves, J. F., Mendes, J. J. M., & Resende, M. G. C. (2008). A genetic algorithm for the resource constrained multi-project scheduling problem. European Journal of Operational Research, 189(3), 1171\u20131190.","journal-title":"European Journal of Operational Research"},{"key":"401_CR8","first-page":"398","volume-title":"AAAI","author":"T Grenager","year":"2002","unstructured":"Grenager, T., Powers, R., & Shoham, Y. (2002). Dispersion games: General definitions and some specific learning results. AAAI (pp. 398\u2013403). Menlo Park: AAAI Press."},{"key":"401_CR9","doi-asserted-by":"crossref","first-page":"565","DOI":"10.1111\/j.1475-3995.2007.00614.x","volume":"14","author":"J Homberger","year":"2007","unstructured":"Homberger, J. (2007). A multi-agent system for the decentralized resource-constrained multi-project scheduling problem. International Transactions in Operational Research, 14, 565\u2013589.","journal-title":"International Transactions in Operational Research"},{"issue":"1","key":"401_CR10","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1007\/s00291-009-0178-3","volume":"34","author":"J Homberger","year":"2012","unstructured":"Homberger, J. (2012). A ( $$\\mu, \\lambda $$ \u03bc , \u03bb )-coordination mechanism for agent-based multi-project scheduling. OR Spectrum, 34(1), 107\u2013132.","journal-title":"OR Spectrum"},{"key":"401_CR11","series-title":"International series in operations research & management science","doi-asserted-by":"crossref","first-page":"147","DOI":"10.1007\/978-1-4615-5533-9_7","volume-title":"Project scheduling","author":"R Kolisch","year":"1999","unstructured":"Kolisch, R., & Hartmann, S. (1999). Heuristic algorithms for the resource-constrained project scheduling problem: Classification and computational analysis. In Jan Weglarz (Ed.), Project scheduling (Vol. 14, pp. 147\u2013178)., International series in operations research & management science New York, USA: Springer."},{"issue":"3\u20134","key":"401_CR12","first-page":"249256","volume":"10","author":"S Kumanam","year":"2011","unstructured":"Kumanam, S., & Raja, K. (2011). Multi-project scheduling using a heuristic and memetic algorithm. Journal for Manufacturing Science and Production, 10(3\u20134), 249256.","journal-title":"Journal for Manufacturing Science and Production"},{"issue":"2","key":"401_CR13","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1287\/mnsc.28.2.161","volume":"28","author":"I Kurtulus","year":"1982","unstructured":"Kurtulus, I., & Davis, E. W. (1982). Multi-project scheduling: Categorization of heuristic rules performance. Management Science, 28(2), 161\u2013172.","journal-title":"Management Science"},{"key":"401_CR14","doi-asserted-by":"crossref","first-page":"370","DOI":"10.1016\/0377-2217(92)90320-9","volume":"56","author":"KY Li","year":"1992","unstructured":"Li, K. Y., & Willis, R. J. (1992). An iterative scheduling technique for resource-constrained project scheduling. European Journal of Operational Research, 56, 370\u2013379.","journal-title":"European Journal of Operational Research"},{"key":"401_CR15","unstructured":"Littman, M.L. (1994). Markov games as a framework for multi-agent reinforcement learning. In Proceedings of the eleventh international conference on machine learning (pp. 157\u2013163). New Brunswick: Morgan Kaufmann."},{"issue":"1\u20134","key":"401_CR16","doi-asserted-by":"crossref","first-page":"263","DOI":"10.1023\/A:1010966401888","volume":"102","author":"A Lova","year":"2001","unstructured":"Lova, A., & Tormos, P. (2001). Analysis of scheduling schemes and heuristic rules performance in resource-constrained multiproject scheduling. Annals of Operations Research, 102(1\u20134), 263\u2013286.","journal-title":"Annals of Operations Research"},{"key":"401_CR17","doi-asserted-by":"crossref","first-page":"408","DOI":"10.1016\/S0377-2217(99)00490-7","volume":"127","author":"A Lova","year":"2000","unstructured":"Lova, A., Maroto, C., & Tormos, P. (2000). A multicriteria heuristic method to improve resource allocation in multiproject scheduling. European Journal of Operational Research, 127, 408\u2013424.","journal-title":"European Journal of Operational Research"},{"issue":"1","key":"401_CR18","doi-asserted-by":"crossref","first-page":"93","DOI":"10.1287\/mnsc.16.1.93","volume":"16","author":"AAB Pritsker","year":"1969","unstructured":"Pritsker, A. A. B., Watters, L. J., & Wolfe, P. M. (1969). Multiproject scheduling with limited resources: A zero-one programming approach. Management Science, 16(1), 93\u2013108.","journal-title":"Management Science"},{"key":"401_CR19","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4419-9052-5","volume-title":"Networks of learning automata: Techniques for online stochastic optimization","author":"MAL Thathachar","year":"2004","unstructured":"Thathachar, M. A. L., & Sastry, P. S. (2004). Networks of learning automata: Techniques for online stochastic optimization. Boston: Kluwer Academic Publishers."},{"issue":"2","key":"401_CR20","doi-asserted-by":"crossref","first-page":"375","DOI":"10.1016\/j.ejor.2004.04.008","volume":"165","author":"V Valls","year":"2005","unstructured":"Valls, V., Ballestin, F., & Quintanilla, S. (2005). Justification and RCPSP: A technique that pays. European Journal of Operational Research, 165(2), 375\u2013386.","journal-title":"European Journal of Operational Research"},{"issue":"2","key":"401_CR21","doi-asserted-by":"crossref","first-page":"267","DOI":"10.1016\/0377-2217(94)90389-1","volume":"78","author":"C Vercellis","year":"1994","unstructured":"Vercellis, C. (1994). Constrained multi-project plannings problems: A lagrangean decomposition approach. European Journal of Operational Research, 78(2), 267\u2013275.","journal-title":"European Journal of Operational Research"},{"key":"401_CR22","unstructured":"Wauters, T., Verbeeck, K., Vanden Berghe, G., & De Causmaecker, P. (2009, May). A multi-agent learning approach for the multi-mode resource-constrained project scheduling problem. In Optimisation in multi-agent systems workshop at the conference on autonomous and multi-agent systems (AAMAS 2009), Budapest, Hungary."},{"key":"401_CR23","unstructured":"Wauters, T., Verbeeck, K., De Causmaecker, P., & Vanden Berghe, G. (2010, May). A game theoretic approach to decentralized multi-project scheduling (extended abstract). In: van der Hoek, Kaminka, Lesprance, Luck, & Sen, (Eds.), Proceedings of 9th international conference on autonomous agents and multiagent systems (AAMAS 2010), number R-24, (pp. 1415\u20131416), Toronto, Canada."},{"key":"401_CR24","doi-asserted-by":"crossref","first-page":"281","DOI":"10.1057\/jors.2010.101","volume":"62","author":"T Wauters","year":"2011","unstructured":"Wauters, T., Verbeeck, K., Vanden Berghe, G., & De Causmaecker, P. (2011). Learning agents for the multi-mode project scheduling problem. Journal of Operational Research Society: Special Issue on Heuristic Optimization, 62, 281\u2013290.","journal-title":"Journal of Operational Research Society: Special Issue on Heuristic Optimization"},{"key":"401_CR25","series-title":"Lecture notes in computer science","doi-asserted-by":"crossref","first-page":"292","DOI":"10.1007\/978-3-642-34413-8_21","volume-title":"Learning and intelligent optimization","author":"T Wauters","year":"2012","unstructured":"Wauters, T., Verbeeck, K., Causmaecker, P., & Vanden Berghe, G. (2012). Fast permutation learning. In Youssef Hamadi & Marc Schoenauer (Eds.), Learning and intelligent optimization (pp. 292\u2013306)., Lecture notes in computer science Berlin Heidelberg: Springer."},{"issue":"2","key":"401_CR26","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1016\/0377-2217(85)90026-8","volume":"21","author":"RJ Willis","year":"1985","unstructured":"Willis, R. J. (1985). Critical path analysis and resource constrained project scheduling theory and practice. European Journal of Operational Research, 21(2), 149\u2013155.","journal-title":"European Journal of Operational Research"}],"container-title":["Journal of Scheduling"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10951-014-0401-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10951-014-0401-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10951-014-0401-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,2]],"date-time":"2019-06-02T09:39:50Z","timestamp":1559468390000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10951-014-0401-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,11,4]]},"references-count":26,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2015,2]]}},"alternative-id":["401"],"URL":"https:\/\/doi.org\/10.1007\/s10951-014-0401-1","relation":{},"ISSN":["1094-6136","1099-1425"],"issn-type":[{"value":"1094-6136","type":"print"},{"value":"1099-1425","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,11,4]]}}}