{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T00:06:00Z","timestamp":1743033960730,"version":"3.40.3"},"publisher-location":"Cham","reference-count":22,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319687582"},{"type":"electronic","value":"9783319687599"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-68759-9_5","type":"book-chapter","created":{"date-parts":[[2017,10,13]],"date-time":"2017-10-13T02:33:42Z","timestamp":1507862022000},"page":"51-61","source":"Crossref","is-referenced-by-count":0,"title":["A Sequential Learnable Evolutionary Algorithm with a Novel Knowledge Base Generation Method"],"prefix":"10.1007","author":[{"given":"Yang","family":"Lou","sequence":"first","affiliation":[]},{"given":"Shiu Yin","family":"Yuen","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,10,14]]},"reference":[{"key":"5_CR1","doi-asserted-by":"crossref","first-page":"697","DOI":"10.1016\/j.cirp.2008.09.007","volume":"57","author":"R Roy","year":"2008","unstructured":"Roy, R., Hinduja, S., Teti, R.: Recent advances in engineering design optimisation: challenges and future trends. CIRP Ann. Technol. 57, 697\u2013715 (2008)","journal-title":"CIRP Ann. Technol."},{"key":"5_CR2","doi-asserted-by":"crossref","first-page":"4811","DOI":"10.1109\/TMAG.2013.2241447","volume":"49","author":"X Zhang","year":"2013","unstructured":"Zhang, X., Zhang, X., Yuen, S.Y., Ho, S.L., Fu, W.N.: An improved artificial bee colony algorithm for optimal design of electromagnetic devices. IEEE Trans. Magn. 49, 4811\u20134816 (2013)","journal-title":"IEEE Trans. Magn."},{"key":"5_CR3","doi-asserted-by":"crossref","first-page":"715","DOI":"10.1080\/10789669.2013.803915","volume":"19","author":"X Zhang","year":"2013","unstructured":"Zhang, X., Fong, K.F., Yuen, S.Y.: A novel artificial bee colony algorithm for HVAC optimization problems. HVAC R Res. 19, 715\u2013731 (2013)","journal-title":"HVAC R Res."},{"key":"5_CR4","doi-asserted-by":"crossref","first-page":"6298","DOI":"10.1016\/j.energy.2011.10.002","volume":"36","author":"KF Fong","year":"2011","unstructured":"Fong, K.F., Lee, C.K., Chow, C.K., Yuen, S.Y.: Simulation-optimization of solar-thermal refrigeration systems for office use in subtropical Hong Kong. Energy 36, 6298\u20136307 (2011)","journal-title":"Energy"},{"key":"5_CR5","doi-asserted-by":"crossref","first-page":"3494","DOI":"10.1016\/j.apenergy.2010.05.002","volume":"87","author":"KF Fong","year":"2010","unstructured":"Fong, K.F., Yuen, S.Y., Chow, C.K., Leung, S.W.: Energy management and design of centralized air-conditioning systems through the non-revisiting strategy for heuristic optimization methods. Appl. Energy 87, 3494\u20133506 (2010)","journal-title":"Appl. Energy"},{"key":"5_CR6","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-662-05094-1","volume-title":"Introduction to Evolutionary Computing","author":"AE Eiben","year":"2003","unstructured":"Eiben, A.E., Smith, J.E.: Introduction to Evolutionary Computing, vol. 53. Springer, Heidelberg (2003)"},{"doi-asserted-by":"crossref","unstructured":"Yuen, S.Y., Zhang, X., Lou, Y.: Sequential learnable evolutionary algorithm: a research program. In: IEEE International Conference on Systems, Man, and Cybernetics, SMC, pp. 2841\u20132848 (2015)","key":"5_CR7","DOI":"10.1109\/SMC.2015.495"},{"key":"5_CR8","doi-asserted-by":"crossref","first-page":"67","DOI":"10.1109\/4235.585893","volume":"1","author":"DH Wolpert","year":"1997","unstructured":"Wolpert, D.H., Macready, W.G.: No free lunch theorems for optimization. IEEE Trans. Evol. Comput. 1, 67\u201382 (1997)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"5_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1007\/978-3-319-50137-6_7","volume-title":"Data Mining and Constraint Programming","author":"L Kotthoff","year":"2016","unstructured":"Kotthoff, L.: Algorithm selection for combinatorial search problems: a survey. In: Bessiere, C., De Raedt, L., Kotthoff, L., Nijssen, S., O\u2019Sullivan, B., Pedreschi, D. (eds.) Data Mining and Constraint Programming. LNCS, vol. 10101, pp. 149\u2013190. Springer, Cham (2016). doi: 10.1007\/978-3-319-50137-6_7"},{"key":"5_CR10","doi-asserted-by":"crossref","first-page":"224","DOI":"10.1016\/j.ins.2015.05.010","volume":"317","author":"MA Mu\u00f1oz","year":"2015","unstructured":"Mu\u00f1oz, M.A., Sun, Y., Kirley, M., Halgamuge, S.K.: Algorithm selection for black-box continuous optimization problems: a survey on methods and challenges. Inf. Sci. 317, 224\u2013245 (2015)","journal-title":"Inf. Sci."},{"doi-asserted-by":"crossref","unstructured":"Kerschke, P., Preuss, M., Wessing, S., Trautmann, H.: Low-budget exploratory landscape analysis on multiple peaks models. In: Genetic and Evolutionary Computation Conference, GECCO, pp. 229\u2013236 (2016)","key":"5_CR11","DOI":"10.1145\/2908812.2908845"},{"key":"5_CR12","doi-asserted-by":"crossref","first-page":"459","DOI":"10.1007\/s10898-007-9149-x","volume":"39","author":"D Karaboga","year":"2007","unstructured":"Karaboga, D., Basturk, B.: A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm. J. Glob. Optim. 39, 459\u2013471 (2007)","journal-title":"J. Glob. Optim."},{"doi-asserted-by":"crossref","unstructured":"Loshchilov, I.: CMA-ES with restarts for solving CEC 2013 benchmark problems. In: IEEE Congress on Evolutionary Computation, CEC, pp. 369\u2013376 (2013)","key":"5_CR13","DOI":"10.1109\/CEC.2013.6557593"},{"key":"5_CR14","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1109\/TEVC.2010.2087271","volume":"15","author":"Y Wang","year":"2011","unstructured":"Wang, Y., Cai, Z., Zhang, Q.: Differential evolution with composite trial vector generation strategies and control parameters. IEEE Trans. Evol. Comput. 15, 55\u201366 (2011)","journal-title":"IEEE Trans. Evol. Comput."},{"doi-asserted-by":"crossref","unstructured":"Zambrano-Bigiarini, M., Clerc, M., Rojas, R.: Standard particle swarm optimisation 2011 at CEC-2013: a baseline for future PSO improvements. In: IEEE Congress on Evolutionary Computation, CEC, pp. 2337\u20132344 (2013)","key":"5_CR15","DOI":"10.1109\/CEC.2013.6557848"},{"key":"5_CR16","doi-asserted-by":"crossref","first-page":"398","DOI":"10.1109\/TEVC.2008.927706","volume":"13","author":"AK Qin","year":"2009","unstructured":"Qin, A.K., Huang, V.L., Suganthan, P.N.: Differential evolution algorithm with strategy adaptation for global numerical optimization. IEEE Trans. Evol. Comput. 13, 398\u2013417 (2009)","journal-title":"IEEE Trans. Evol. Comput."},{"unstructured":"Liang, J.J., Qu, B.Y., Suganthan, P.N., Hern\u00e1ndez-D\u00edaz, A.G.: Problem definitions and evaluation criteria for the CEC 2013 special session on real-parameter optimization. Technical report 201212, Zhengzhou China; Singapore; CEC 2013 (2013)","key":"5_CR17"},{"doi-asserted-by":"crossref","unstructured":"Mu\u00f1oz, M.A., Kirley, M.: ICARUS: Identification of complementary algorithms by uncovered sets. In: IEEE Congress of Evolutionary Computation, CEC, pp. 2427\u20132432 (2016)","key":"5_CR18","DOI":"10.1109\/CEC.2016.7744089"},{"key":"5_CR19","doi-asserted-by":"crossref","first-page":"590","DOI":"10.1109\/TEVC.2005.863628","volume":"10","author":"M Gallagher","year":"2006","unstructured":"Gallagher, M., Yuan, B.: A general-purpose tunable landscape generator. IEEE Trans. Evol. Comput. 10, 590\u2013603 (2006)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"5_CR20","doi-asserted-by":"crossref","first-page":"433","DOI":"10.1162\/evco.2006.14.4.433","volume":"14","author":"JI Van Hemert","year":"2006","unstructured":"Hemert, J.I.Van: Evolving combinatorial problem instances that are difficult to solve. Evol. Comput. 14, 433\u2013462 (2006)","journal-title":"Evol. Comput."},{"key":"5_CR21","doi-asserted-by":"crossref","first-page":"561","DOI":"10.1109\/TEVC.2006.886448","volume":"11","author":"WB Langdon","year":"2007","unstructured":"Langdon, W.B., Poli, R.: Evolving problems to learn about particle swarm optimisers and other search algorithms. IEEE Trans. Evol. Comput. 11, 561\u2013578 (2007)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"5_CR22","doi-asserted-by":"crossref","first-page":"341","DOI":"10.1023\/A:1008202821328","volume":"11","author":"R Storn","year":"1997","unstructured":"Storn, R., Price, K.: Differential evolution \u2013 a simple and efficient heuristic for global optimization over continuous spaces. J. Glob. Optim. 11, 341\u2013359 (1997)","journal-title":"J. Glob. Optim."}],"container-title":["Lecture Notes in Computer Science","Simulated Evolution and Learning"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-68759-9_5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,27]],"date-time":"2024-06-27T18:56:10Z","timestamp":1719514570000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-68759-9_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319687582","9783319687599"],"references-count":22,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-68759-9_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]}}}