{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T08:47:04Z","timestamp":1749804424666,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":35,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642214332"},{"type":"electronic","value":"9783642214349"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-21434-9_1","type":"book-chapter","created":{"date-parts":[[2012,1,3]],"date-time":"2012-01-03T13:16:16Z","timestamp":1325596576000},"page":"1-11","source":"Crossref","is-referenced-by-count":3,"title":["An Introduction to Autonomous Search"],"prefix":"10.1007","author":[{"given":"Youssef","family":"Hamadi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eric","family":"Monfroy","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fr\u00e9d\u00e9ric","family":"Saubion","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"1_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"37","DOI":"10.1007\/978-3-540-79305-2_4","volume-title":"8th International Conference, Evolution Artificielle, EA 2007. Revised Selected Papers","author":"M. Bader-El-Den","year":"2008","unstructured":"Bader-El-Den, M., Poli, R.: Generating SAT local-search heuristics using a GP hyper-heuristic Framework. In: 8th International Conference, Evolution Artificielle, EA 2007. Revised Selected Papers, Springer, no. 4926 in Lecture Notes in Computer Science, pp, 37\u201349 (2008)"},{"key":"1_CR2","series-title":"Lecture Notes\u00a0in Computer\u00a0Science","volume-title":"Learning and Intelligent Optimization second international conference, LION 2007 II. Selected Papers","year":"2008","unstructured":"Battiti, R., Brunato, M. (eds), Learning and Intelligent Optimization second international conference, LION 2007 II. Selected Papers, Lecture Notes\u00a0in Computer\u00a0Science, vol., 5313. Springer (2008)"},{"key":"1_CR3","volume-title":"Handbook of metaheuristics","author":"R. Battiti","year":"2009","unstructured":"Battiti, R., Brunato, M.: Handbook of metaheuristics (2nd edition), Gendreau,\u00a0M., Potvin, J. Y. (eds), Springer, chap, Reactive search optimization: learning while optimizing (2009)","edition":"2"},{"issue":"2","key":"1_CR4","doi-asserted-by":"publisher","first-page":"126","DOI":"10.1287\/ijoc.6.2.126","volume":"6","author":"R. Battiti","year":"1994","unstructured":"Battiti, R., Tecchiolli, G.: The reactive tabu search. INFORMS Journal on Computing 6(2):126\u2013140 (1994)","journal-title":"INFORMS Journal on Computing"},{"key":"1_CR5","series-title":"Operations research\/Computer Science Interfaces","volume-title":"Reactive search and intelligent optimization","author":"R. Battiti","year":"2008","unstructured":"Battiti, R., Brunato, M., Mascia, F.: Reactive search and intelligent optimization, Operations research\/Computer Science Interfaces, vol., 45. Springer (2008)"},{"key":"1_CR6","first-page":"457","volume-title":"Handbook of Meta-heuristics","author":"E. Burke","year":"2003","unstructured":"Burke, E., Kendall, G., Newall, J., Hart, E., Ross, P., Schulenburg, S.: Handbook of Meta-heuristics, Kluwer, chap., Hyper-heuristics: an emerging direction in modern search technology, pp, 457\u2013474 (2003)"},{"key":"1_CR7","unstructured":"Burke, E., Hyde, M., Kendall, G., Ochoa, G., Ozcan, E., Qu, R. A.: Survey of hyper-heuristics. Tech. Rep. Technical Report No. NOTTCS-TR-SUB-0906241418-2747, School of Computer Science and Information Technology, University of Nottingham, Computer Science (2009)"},{"key":"1_CR8","volume-title":"Handbook of metaheuristics","author":"E. Burke","year":"2009","unstructured":"Burke, E., Hyde, M., Kendall, G., Ochoa, G., Ozcan, E., Woodward, J.: Handbook of metaheuristics (2nd edition), Gendreau, M., Potvin, J. Y. (eds), Springer, chap., A classification of hyper-heuristics approaches (2009)","edition":"2"},{"key":"1_CR9","volume-title":"Proceedings of the 3rd International Conference on the Practice and Theory of Automated Timetabling","author":"P. Cowling","year":"2000","unstructured":"Cowling, P., Soubeiga, E.: Neighborhood structures for personnel scheduling: a summit meeting scheduling problem (abstract). In: Burke, E., Erben, W. (eds), Proceedings of the 3rd International Conference on the Practice and Theory of Automated Timetabling (2000)"},{"key":"1_CR10","series-title":"Lecture Notes in Computer Science","first-page":"1","volume-title":"Applications of Evolutionary Computing, EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM\/EvoPLAN","author":"P. Cowling","year":"2002","unstructured":"Cowling, P., Kendall, G., Soubeiga, E.: Hyperheuristics: a tool for rapid prototyping in scheduling and optimisation. In: Applications of Evolutionary Computing, EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM\/EvoPLAN, Springer, Lecture Notes in Computer Science, vol., 2279, pp, 1\u201310 (2002)"},{"key":"1_CR11","doi-asserted-by":"crossref","unstructured":"Crowston, W., Glover, F., Thompson, G., Trawick, J.: Probabilistic and parametric learning combinations of local job shop scheduling rules. Tech. rep., ONR Research Memorandum No. 117, GSIA, Carnegie-Mellon University, Pittsburg, PA (1963)","DOI":"10.21236\/AD0600965"},{"key":"1_CR12","doi-asserted-by":"crossref","unstructured":"De\u00a0Jong, K.: Parameter setting in EAs: a 30 year perspective. In: [25], pp, 1\u201318 (2007)","DOI":"10.1007\/978-3-540-69432-8_1"},{"issue":"2","key":"1_CR13","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1109\/4235.771166","volume":"3","author":"A. E. Eiben","year":"1999","unstructured":"Eiben, A. E., Hinterding, R., Michalewicz, Z.: Parameter control in evolutionary algorithms. IEEE Trans Evolutionary Computation 3(2):124\u2013141 (1999)","journal-title":"IEEE Trans Evolutionary Computation"},{"key":"1_CR14","doi-asserted-by":"crossref","unstructured":"Eiben, A. E., Michalewicz, Z., Schoenauer, M., Smith, J. E.: Parameter control in evolutionary algorithms. In: [25], pp, 19\u201346 (2007)","DOI":"10.1007\/978-3-540-69432-8_2"},{"key":"1_CR15","volume-title":"Industrial Scheduling","author":"H. Fisher","year":"1963","unstructured":"Fisher, H., Thompson, L.: Industrial Scheduling, Prentice Hall, chap., Probabilistic learning combinations of local job-shop scheduling rules (1963)"},{"key":"1_CR16","unstructured":"Gagliolo, M., Schmidhuber, J.: Algorithm selection as a bandit problem with unbounded losses. Tech. rep., Tech. report IDSIA - 07 - 08 (2008)"},{"key":"1_CR17","unstructured":"Hamadi, Y., Monfroy, E., Saubion, F.: Special issue on Autonomous Search. Constraint Programming Letters 4, URL http:\/\/www.constraint-programming-letters.org\/ (2008)"},{"key":"1_CR18","volume-title":"Hybrid Optimization: The Ten Years of CPAIOR","author":"Y. Hamadi","year":"2010","unstructured":"Hamadi, Y., Monfroy, E., Saubion, F.: Hybrid Optimization: The Ten Years of CPAIOR, Springer, chap., What is autonomous search? (2010)"},{"key":"1_CR19","first-page":"655","volume-title":"AAAI\/IAAI","author":"H. Hoos","year":"2002","unstructured":"Hoos, H.: An adaptive noise mechanism for WalkSAT. In: AAAI\/IAAI, pp, 655\u2013660 (2002)"},{"key":"1_CR20","unstructured":"Hutter, F.: Automating the configuration of algorithms for solving hard computational problems. Ph.D. thesis, Department of Computer Science, University of British Columbia (2009)"},{"key":"1_CR21","volume-title":"Twelfth International Conference on Principles and Practice of Constraint Programming CP\u201906","author":"F. Hutter","year":"2006","unstructured":"Hutter, F., Hamadi, Y., Hoos, H., Brown, K. L.: Performance prediction and automated tuning of randomized and parametric algorithms. In: Twelfth International Conference on Principles and Practice of Constraint Programming CP\u201906 (2006)"},{"key":"1_CR22","first-page":"1152","volume-title":"Proc. of the Twenty-Second Conference on Artifical Intelligence (AAAI \u201907)","author":"F. Hutter","year":"2007","unstructured":"Hutter, F., Hoos, H., St\u00fctzle, T.: Automatic algorithm configuration based on local search. In: Proc. of the Twenty-Second Conference on Artifical Intelligence (AAAI \u201907), pp, 1152\u20131157 (2007)"},{"issue":"8","key":"1_CR23","doi-asserted-by":"publisher","first-page":"967","DOI":"10.1016\/0895-7177(89)90202-1","volume":"12","author":"L. Ingber","year":"1989","unstructured":"Ingber, L.: Very fast simulated re-annealing. Mathematical Computer Modelling 12(8):967\u2013973 (1989)","journal-title":"Mathematical Computer Modelling"},{"key":"1_CR24","volume-title":"Intelligence Artificielle, R\u00e9solution de probl\u00e8mes par l\u2019Homme et la machine","author":"J. L. Lauri\u00e8re","year":"1986","unstructured":"Lauri\u00e8re, J. L.: Intelligence Artificielle, R\u00e9solution de probl\u00e8mes par l\u2019Homme et la machine. Eyrolles (1986)"},{"key":"1_CR25","series-title":"Studies in Computational Intelligence","volume-title":"Parameter setting in evolutionary algorithms","year":"2007","unstructured":"Lobo, F., Lima, C., Michalewicz, Z. (eds), Parameter setting in evolutionary algorithms, Studies in Computational Intelligence, vol., 54. Springer (2007)"},{"key":"1_CR26","doi-asserted-by":"publisher","first-page":"183","DOI":"10.1145\/1143997.1144029","volume-title":"Genetic and Evolutionary Computation Conference, GECCO 2006","author":"V. Nannen","year":"2006","unstructured":"Nannen, V., Eiben, A. E.: A method for parameter calibration and relevance estimation in evolutionary algorithms. In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, ACM, pp, 183\u2013190 (2006)"},{"key":"1_CR27","first-page":"975","volume-title":"IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence","author":"V. Nannen","year":"2007","unstructured":"Nannen, V., Eiben, A. E.: Relevance estimation and value calibration of evolutionary algorithm parameters. In: IJCAI 2007, Proceedings of the 20th International Joint Conference on Artificial Intelligence, pp, 975\u2013980 (2007)"},{"key":"1_CR28","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"528","DOI":"10.1007\/978-3-540-87700-4_53","volume-title":"Parallel Problem Solving from Nature, PPSN X, 10th International Conference","author":"V. Nannen","year":"2008","unstructured":"Nannen, V., Smit, S., Eiben, A. E.: Costs and benefits of tuning parameters of evolutionary algorithms. In: Parallel Problem Solving from Nature, PPSN X, 10th International Conference, Springer, Lecture Notes in Computer Science, vol., 5199, pp, 528\u2013538 (2008)"},{"key":"1_CR29","doi-asserted-by":"publisher","first-page":"360","DOI":"10.1016\/S1571-0653(04)00333-6","volume":"9","author":"D. Patterson","year":"2001","unstructured":"Patterson, D., Kautz, H.: Auto-Walksat: a self-tuning implementation of walksat. Electronic Notes in Discrete Mathematics 9:360\u2013368 (2001)","journal-title":"Electronic Notes in Discrete Mathematics"},{"key":"1_CR30","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1007\/978-3-642-01181-8_17","volume-title":"EuroGP","author":"R. Poli","year":"2009","unstructured":"Poli, R., Graff, M.: There is a free lunch for hyper-heuristics, genetic programming and computer scientists. In: EuroGP, Springer, Lecture Notes in Computer Science, vol., 5481, pp, 195\u2013207 (2009)"},{"key":"1_CR31","unstructured":"Rice, J.: The algorithm selection problem. Tech. Rep. CSD-TR 152, Computer Science Department, Purdue University (1975)"},{"key":"1_CR32","doi-asserted-by":"publisher","first-page":"399","DOI":"10.1109\/CEC.2009.4982974","volume-title":"Proceedings of the 2009 IEEE Congress on Evolutionary Computation (CEC 2009), IEEE","author":"S. Smit","year":"2009","unstructured":"Smit, S., Eiben, A. E.: Comparing parameter tuning methods for evolutionary algorithms. In: Proceedings of the 2009 IEEE Congress on Evolutionary Computation (CEC 2009), IEEE, pp, 399\u2013406 (2009)"},{"issue":"1","key":"1_CR33","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/1456650.1456656","volume":"41","author":"K. Smith-Miles","year":"2008","unstructured":"Smith-Miles, K.: Cross-disciplinary perspectives on meta-learning for algorithm selection. ACM Computing Surveys 41(1):1\u201325 (2008)","journal-title":"ACM Computing Surveys"},{"issue":"1","key":"1_CR34","doi-asserted-by":"publisher","first-page":"67","DOI":"10.1109\/4235.585893","volume":"1","author":"D. H. Wolpert","year":"1997","unstructured":"Wolpert, D. H., Macready, W. G.: No free lunch theorems for optimization. IEEE Transactions on Evolutionary Computation 1(1):67\u201382 (1997)","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"1_CR35","doi-asserted-by":"crossref","first-page":"565","DOI":"10.1613\/jair.2490","volume":"32","author":"L. Xu","year":"2008","unstructured":"Xu, L., Hutter, F., Hoos, H., Leyton-Brown, K.: SATzilla: Portfolio-based algorithm selection for SAT. Journal of Artificial Intelligence Research 32:565\u2013606 (2008)","journal-title":"Journal of Artificial Intelligence Research"}],"container-title":["Autonomous Search"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-21434-9_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,7]],"date-time":"2023-02-07T05:33:16Z","timestamp":1675747996000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-642-21434-9_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642214332","9783642214349"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-21434-9_1","relation":{},"subject":[],"published":{"date-parts":[[2011]]}}}