{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T15:29:42Z","timestamp":1725550182576},"publisher-location":"Berlin, Heidelberg","reference-count":31,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642116872"},{"type":"electronic","value":"9783642116889"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-11688-9_6","type":"book-chapter","created":{"date-parts":[[2010,3,22]],"date-time":"2010-03-22T01:34:40Z","timestamp":1269221680000},"page":"155-182","source":"Crossref","is-referenced-by-count":1,"title":["Ant Colony Learning Algorithm for Optimal Control"],"prefix":"10.1007","author":[{"given":"Jelmer Marinus","family":"van Ast","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert","family":"Babu\u0161ka","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bart","family":"De Schutter","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"2-3","key":"6_CR1","doi-asserted-by":"publisher","first-page":"243","DOI":"10.1016\/j.tcs.2005.05.020","volume":"344","author":"M. Dorigo","year":"2005","unstructured":"Dorigo, M., Blum, C.: Ant colony optimization theory: a survey. Theoretical Computer Science\u00a0344(2-3), 243\u2013278 (2005)","journal-title":"Theoretical Computer Science"},{"key":"6_CR2","first-page":"134","volume-title":"Towards a Practice of Autonomous Systems: Proceedings of the First European Conference on Artificial Life","author":"A. Colorni","year":"1992","unstructured":"Colorni, A., Dorigo, M., Maniezzo, V.: Distributed optimization by ant colonies. In: Varela, F.J., Bourgine, P. (eds.) Towards a Practice of Autonomous Systems: Proceedings of the First European Conference on Artificial Life, pp. 134\u2013142. MIT Press, Cambridge (1992)"},{"key":"6_CR3","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/1290.001.0001","volume-title":"Ant Colony Optimization","author":"M. Dorigo","year":"2004","unstructured":"Dorigo, M., St\u00fctzle, T.: Ant Colony Optimization. The MIT Press, Cambridge (2004)"},{"issue":"5","key":"6_CR4","doi-asserted-by":"publisher","first-page":"560","DOI":"10.1109\/TSMCA.2003.817391","volume":"33","author":"K.M. Sim","year":"2003","unstructured":"Sim, K.M., Sun, W.H.: Ant colony optimization for routing and load-balancing: survey and new directions. IEEE Transactions on Systems, Man, Cybernetics, Part A\u00a033(5), 560\u2013572 (2003)","journal-title":"IEEE Transactions on Systems, Man, Cybernetics, Part A"},{"issue":"1-2","key":"6_CR5","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1007\/s00170-007-1203-9","volume":"39","author":"R.H. Huang","year":"2008","unstructured":"Huang, R.H., Yang, C.L.: Ant colony system for job shop scheduling with time windows. International Journal of Advanced Manufacturing Technology\u00a039(1-2), 151\u2013157 (2008)","journal-title":"International Journal of Advanced Manufacturing Technology"},{"issue":"5-6","key":"6_CR6","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1007\/s00170-007-1048-2","volume":"35","author":"K. Alaykran","year":"2007","unstructured":"Alaykran, K., Engin, O., Dyen, A.: Using ant colony optimization to solve hybrid flow shop scheduling problems. International Journal of Advanced Manufacturing Technology\u00a035(5-6), 541\u2013550 (2007)","journal-title":"International Journal of Advanced Manufacturing Technology"},{"key":"6_CR7","unstructured":"Fan, X., Luo, X., Yi, S., Yang, S., Zhang, H.: Optimal path planning for mobile robots based on intensified ant colony optimization algorithm. In: Proceedings of the IEEE International Conference on Robotics, Intelligent Systems and Signal Processing (RISSP 2003), Changsha, Hunan, China, October 2003, pp. 131\u2013136 (2003)"},{"issue":"4","key":"6_CR8","doi-asserted-by":"publisher","first-page":"690","DOI":"10.1016\/j.adhoc.2008.06.001","volume":"7","author":"J. Wang","year":"2009","unstructured":"Wang, J., Osagie, E., Thulasiraman, P., Thulasiram, R.K.: HOPNET: A hybrid ant colony optimization routing algorithm for mobile ad hoc network. Ad Hoc Networks\u00a07(4), 690\u2013705 (2009)","journal-title":"Ad Hoc Networks"},{"issue":"6","key":"6_CR9","doi-asserted-by":"publisher","first-page":"731","DOI":"10.1017\/S0263574704001225","volume":"23","author":"A.H. Purnamadjaja","year":"2005","unstructured":"Purnamadjaja, A.H., Russell, R.A.: Pheromone communication in a robot swarm: necrophoric bee behaviour and its replication. Robotica\u00a023(6), 731\u2013742 (2005)","journal-title":"Robotica"},{"issue":"7-8","key":"6_CR10","doi-asserted-by":"publisher","first-page":"805","DOI":"10.1007\/s00170-005-0254-z","volume":"31","author":"B. Fox","year":"2007","unstructured":"Fox, B., Xiang, W., Lee, H.P.: Industrial applications of the ant colony optimization algorithm. International Journal of Advanced Manufacturing Technology\u00a031(7-8), 805\u2013814 (2007)","journal-title":"International Journal of Advanced Manufacturing Technology"},{"key":"6_CR11","unstructured":"Bianchi, L., Dorigo, M., Gambardella, L.M., Gutjahr, W.J.: Metaheuristics in stochastic combinatorial optimization: a survey. IDSIA, Manno, Switzerland, Tech. Rep.\u00a008 (March 2006)"},{"issue":"3","key":"6_CR12","doi-asserted-by":"publisher","first-page":"414","DOI":"10.1108\/17563780910982671","volume":"2","author":"J.M. Ast van","year":"2009","unstructured":"van Ast, J.M., Babu\u0161ka, R., De Schutter, B.: Novel ant colony optimization approach to optimal control. International Journal of Intelligent Computing and Cybernetics\u00a02(3), 414\u2013434 (2009)","journal-title":"International Journal of Intelligent Computing and Cybernetics"},{"key":"6_CR13","doi-asserted-by":"crossref","unstructured":"van Ast, J.M., Babu\u0161ka, R., De Schutter, B.: Fuzzy ant colony optimization for optimal control. In: Proceedings of the American Control Conference (ACC 2009), Saint Louis, MO, USA, June 2009, pp. 1003\u20131008 (2009)","DOI":"10.1109\/ACC.2009.5160327"},{"issue":"3","key":"6_CR14","doi-asserted-by":"publisher","first-page":"235","DOI":"10.1007\/s00521-007-0084-z","volume":"16","author":"K. Socha","year":"2007","unstructured":"Socha, K., Blum, C.: An ant colony optimization algorithm for continuous optimization: application to feed-forward neural network training. Neural Computing & Applications\u00a016(3), 235\u2013247 (2007)","journal-title":"Neural Computing & Applications"},{"issue":"3","key":"6_CR15","doi-asserted-by":"publisher","first-page":"1155","DOI":"10.1016\/j.ejor.2006.06.046","volume":"185","author":"K. Socha","year":"2008","unstructured":"Socha, K., Dorigo, M.: Ant colony optimization for continuous domains. European Journal of Operational Research\u00a0185(3), 1155\u20131173 (2008)","journal-title":"European Journal of Operational Research"},{"key":"6_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1007\/3-540-60469-3_22","volume-title":"Evolutionary Computing","author":"G. Bilchev","year":"1995","unstructured":"Bilchev, G., Parmee, I.C.: The ant colony metaphor for searching continuous design spaces. In: Fogarty, T. (ed.) AISB-WS 1995. LNCS, vol.\u00a0993, pp. 25\u201339. Springer, Heidelberg (1995)"},{"key":"6_CR17","doi-asserted-by":"crossref","unstructured":"Tsutsui, S., Pelikan, M., Ghosh, A.: Performance of aggregation pheromone system on unimodal and multimodal problems. In: Proceedings of the 2005 Congress on Evolutionary Computation (CEC 2005), Edinburgh, Scotland, September 2005, pp. 880\u2013887 (2005)","DOI":"10.1109\/CEC.2005.1554776"},{"key":"6_CR18","doi-asserted-by":"crossref","unstructured":"Korosec, P., Silc, J., Oblak, K., Kosel, F.: The differential ant-stigmergy algorithm: an experimental evaluation and a real-world application. In: Proceedings of the 2007 Congress on Evolutionary Computation (CEC 2007), Singapore, September 2007, pp. 157\u2013164 (2007)","DOI":"10.1109\/CEC.2007.4424467"},{"key":"6_CR19","first-page":"188","volume-title":"Proceedings of the International Workshop on Ant Algorithms (ANTS 2002)","author":"M. Birattari","year":"2002","unstructured":"Birattari, M., Caro, G.D., Dorigo, M.: Toward the formal foundation of Ant Programming. In: Proceedings of the International Workshop on Ant Algorithms (ANTS 2002), pp. 188\u2013201. Springer, Brussels (2002)"},{"key":"6_CR20","first-page":"252","volume-title":"Machine Learning: Proceedings of the Twelfth International Conference on Machine Learning","author":"L.M. Gambardella","year":"1995","unstructured":"Gambardella, L.M., Dorigo, M.: Ant-Q: A reinforcement learning approach to the traveling salesman problem. In: Prieditis, A., Russell, S. (eds.) Machine Learning: Proceedings of the Twelfth International Conference on Machine Learning, pp. 252\u2013260. Morgan Kaufmann Publishers, San Francisco (1995)"},{"key":"6_CR21","unstructured":"Casillas, J., Cordn, O., Herrera, F.: Learning fuzzy rule-based systems using ant colony optimization algorithms. In: Proceedings of the ANTS 2000. From Ant Colonies to Artificial Ants: Second International Workshop on Ant Algorithms, Brussels, Belgium, September 2000, pp. 13\u201321 (2000)"},{"key":"6_CR22","doi-asserted-by":"crossref","unstructured":"Zhao, B., Li, S.: Design of a fuzzy logic controller by ant colony algorithm with application to an inverted pendulum system. In: Proceedings of the IEEE International Conference on Systems, Man, Cybernetics, Taipei, Taiwan, October 2006, pp. 3790\u20133794 (2006)","DOI":"10.1109\/ICSMC.2006.384720"},{"key":"6_CR23","doi-asserted-by":"crossref","unstructured":"Zhu, W., Chen, J., Zhu, B.: Optimal design of fuzzy controller based on ant colony algorithms. In: Proceedings of the IEEE International Conference on Mechatronics and Automation, Luoyang, China, June 2006, pp. 1603\u20131607 (2006)","DOI":"10.1109\/ICMA.2006.257435"},{"key":"6_CR24","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1007\/978-3-540-77949-0_3","volume-title":"Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning","author":"L. Bu\u015foniu","year":"2008","unstructured":"Bu\u015foniu, L., Ernst, D., De Schutter, B., Babu\u0161ka, R.: Continuous-state reinforcement learning with fuzzy approximation. In: Tuyls, K., Nowe, A., Guessoum, Z., Kudenko, D. (eds.) ALAMAS 2005, ALAMAS 2006, and ALAMAS 2007. LNCS (LNAI), vol.\u00a04865, pp. 27\u201343. Springer, Heidelberg (2008)"},{"issue":"1","key":"6_CR25","doi-asserted-by":"publisher","first-page":"29","DOI":"10.1109\/3477.484436","volume":"26","author":"M. Dorigo","year":"1996","unstructured":"Dorigo, M., Maniezzo, V., Colorni, A.: Ant system: optimization by a colony of cooperating agents. IEEE Transactions on Systems, Man, and Cybernetics, Part B\u00a026(1), 29\u201341 (1996)","journal-title":"IEEE Transactions on Systems, Man, and Cybernetics, Part B"},{"key":"6_CR26","volume-title":"Reinforcement Learning: An Introduction","author":"R.S. Sutton","year":"1998","unstructured":"Sutton, R.S., Barto, A.G.: Reinforcement Learning: An Introduction. MIT Press, Cambridge (1998)"},{"issue":"1","key":"6_CR27","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1109\/4235.585892","volume":"1","author":"M. Dorigo","year":"1997","unstructured":"Dorigo, M., Gambardella, L.: Ant Colony System: a cooperative learning approach to the traveling salesman problem. IEEE Transactions on Evolutionary Computation\u00a01(1), 53\u201366 (1997)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"6_CR28","doi-asserted-by":"publisher","first-page":"889","DOI":"10.1016\/S0167-739X(00)00043-1","volume":"16","author":"T. St\u00fctzle","year":"2000","unstructured":"St\u00fctzle, T., Hoos, U.: MAX MIN Ant System. Journal of Future Generation Computer Systems\u00a016, 889\u2013914 (2000)","journal-title":"Journal of Future Generation Computer Systems"},{"key":"6_CR29","volume-title":"Computer Controlled Systems\u2014Theory and Design","author":"K.J. \u00c5str\u00f6m","year":"1990","unstructured":"\u00c5str\u00f6m, K.J., Wittenmark, B.: Computer Controlled Systems\u2014Theory and Design. Prentice-Hall, Englewood Cliffs (1990)"},{"issue":"3-4","key":"6_CR30","doi-asserted-by":"publisher","first-page":"279","DOI":"10.1007\/BF00992698","volume":"8","author":"C. Watkins","year":"1992","unstructured":"Watkins, C., Dayan, P.: Q-learning. Machine Learning\u00a08(3-4), 279\u2013292 (1992)","journal-title":"Machine Learning"},{"key":"6_CR31","unstructured":"Rummery, G.A., Niranjan, M.: On-line Q-learning using connectionist systems. Cambridge University, Tech. Rep. CUED\/F-INFENG\/TR166 (1994)"}],"container-title":["Studies in Computational Intelligence","Interactive Collaborative Information Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-11688-9_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,3,12]],"date-time":"2019-03-12T23:24:37Z","timestamp":1552433077000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-11688-9_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642116872","9783642116889"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-11688-9_6","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2010]]}}}