{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T18:55:42Z","timestamp":1725476142791},"publisher-location":"Berlin, Heidelberg","reference-count":15,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540673545"},{"type":"electronic","value":"9783540455622"}],"license":[{"start":{"date-parts":[[2000,1,1]],"date-time":"2000-01-01T00:00:00Z","timestamp":946684800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2000]]},"DOI":"10.1007\/10720076_20","type":"book-chapter","created":{"date-parts":[[2006,12,29]],"date-time":"2006-12-29T10:06:39Z","timestamp":1167386799000},"page":"212-223","source":"Crossref","is-referenced-by-count":4,"title":["A New Approach for the Solution of Multiple Objective Optimization Problems Based on Reinforcement Learning"],"prefix":"10.1007","author":[{"given":"Carlos","family":"Mariano","sequence":"first","affiliation":[]},{"given":"Eduardo","family":"Morales","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"20_CR1","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.: The Ant Colony Methaphor for Searching Continuous Design Spaces. In: Fogarty, T.C. (ed.) AISB-WS 1995. LNCS, vol.\u00a0993, pp. 25\u201339. Springer, Heidelberg (1995)"},{"key":"20_CR2","unstructured":"Bilchev, G., Parmee, I.: Constrained optimization with an Ant Colony search model. In: Proceedings of ACEDC 1996, PEDC, University of Plymouth, UK, March 26-28 (1996)"},{"issue":"1","key":"20_CR3","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1162\/evco.1995.3.1.1","volume":"3","author":"C.M. Fonseca","year":"1995","unstructured":"Fonseca, C.M., Flemming, P.J.: An overview of evolutionary algorithms in multiobjective optimization. Evolutionary Computation\u00a03(1), 1\u201316 (1995)","journal-title":"Evolutionary Computation"},{"key":"20_CR4","unstructured":"Fonseca, C.M., Flemming, P.J.: Multiobjective optimization and Multiple Constraint Handling with Evolutionary Algorithms I: A Unified Formulation. Research Report 564, Dept. Automatic Control and Systems Eng., University of Sheffield. Sheffield S1 4Du, U.K. (January 1995)"},{"key":"20_CR5","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1016\/B978-1-55860-377-6.50039-6","volume-title":"Proceedings of the 12th. International Machine Learning Conference (ML 1995)","author":"L.M. Gambardella","year":"1995","unstructured":"Gambardella, L.M., Dorigo, M.: Ant-Q: A Reinforcement Learning approach to the traveling salesman problem. In: Proceedings of the 12th. International Machine Learning Conference (ML 1995), pp. 252\u2013260. Morgan Kaufmann, San Francisco (1995)"},{"key":"20_CR6","first-page":"123","volume-title":"GECCO 1999: Proceedings of the Genetic and Evolutionary Computation Conference Workshop Program","author":"J. Knowles","year":"1999","unstructured":"Knowles, J., Corne, D.: Assesing the Performance of the Pareto Achieved Evolution Strategy. In: Banzhaf, W., Daida, J., Eiben, A.E., Garzon, M.H., Honavar, V., Jakiela, M., Smith, R.E. (eds.) GECCO 1999: Proceedings of the Genetic and Evolutionary Computation Conference Workshop Program, Orlando, Florida USA, pp. 123\u2013124. Morgan Kaufmann, San Francisco (1999)"},{"key":"20_CR7","first-page":"894","volume-title":"GECCO 1999: Proceedings of the Genetic and Evolutionary Computation Conference","author":"C. Mariano","year":"1999","unstructured":"Mariano, C., Morales, E.: MOAQ an Ant-Q Algorithm for Multiple Objective Optimization Problems. In: Banzhaf, W., Daida, J., Eiben, A.E., Garzon, M.H., Honavar, V., Jakiela, M., Smith, R.E. (eds.) GECCO 1999: Proceedings of the Genetic and Evolutionary Computation Conference, Orlando, Florida USA, pp. 894\u2013901. Morgan Kaufmann, San Francisco (1999)"},{"key":"20_CR8","unstructured":"Mariano, C., Morales, E.: MOAQ a Distributed Reinforcement Learning Algorithm for the Solution of Multiple Objectives Optimization Problems. In: Memorias del Segundo Encuentro Nacional de Computaci\u00f3n ENC 1999, paper No. 111. September 12-15, Pachuca Hidalgo, Mexico, Sociedad Mexicana de Ciencias de la Computaci\u00f3n (1999)"},{"key":"20_CR9","first-page":"93","volume-title":"Proccedings of the First International Conference on Genetic Algorithms","author":"D. Schaffer","year":"1985","unstructured":"Schaffer, D.: Multiple objective optimization with vector evaluated genetic algorithms. In: Grefenstette, J.J. (ed.) Proccedings of the First International Conference on Genetic Algorithms, pp. 93\u2013100. Lawrence Erlbaum, Hillsdale (1985)"},{"key":"20_CR10","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)"},{"key":"20_CR11","first-page":"658","volume-title":"Proceedings of the Seventh International conference on Genetic Algorithms","author":"M. Valenzuela-Rend\u00f3n","year":"1997","unstructured":"Valenzuela-Rend\u00f3n, M., Uresti-Charre, E.: A non-generational genetic algorithm for multiobjective optimization. In: Proceedings of the Seventh International conference on Genetic Algorithms, California, pp. 658\u2013665. Morgan Kaufmann, San Francisco (1997)"},{"key":"20_CR12","unstructured":"van Veldhizen, D., Lemont, G.: MOEA Test Suite Generation, Design & Use. Research Report, Department of Electrica and Computer Engineering, Graduate School of Engineering, Air Force Institute of Technology, Ohio (June 1999)"},{"key":"20_CR13","unstructured":"Watkins, C.J.C.H.: Learning from Delayed Rewards. Ph.D. thesis, Cambridge University (1989)"},{"key":"20_CR14","unstructured":"Yuret, D.: From Genetic Algorithms to Efficient Optimization, Msc Thesis in Electrical Engineering and Computer Science, Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology (May 1994)"},{"key":"20_CR15","doi-asserted-by":"publisher","first-page":"292","DOI":"10.1007\/BFb0056872","volume-title":"Proceedings of the Parallel problem Solving from Nature- PPSN V","author":"E. Zitzler","year":"1998","unstructured":"Zitzler, E., Thiele, L.: Multiobjective Optimization Using Evolutionary Algorithms - A Comparative Case Study. In: Proceedings of the Parallel problem Solving from Nature- PPSN V, Amsterdam The Netherlands, pp. 292\u2013301. Springer, Heidelberg (September 1998)"}],"container-title":["Lecture Notes in Computer Science","MICAI 2000: Advances in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/10720076_20","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T19:34:49Z","timestamp":1558294489000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/10720076_20"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2000]]},"ISBN":["9783540673545","9783540455622"],"references-count":15,"URL":"https:\/\/doi.org\/10.1007\/10720076_20","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2000]]}}}