{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T19:44:15Z","timestamp":1775245455691,"version":"3.50.1"},"publisher-location":"Singapore","reference-count":17,"publisher":"Springer Singapore","isbn-type":[{"value":"9789811328251","type":"print"},{"value":"9789811328268","type":"electronic"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-981-13-2826-8_8","type":"book-chapter","created":{"date-parts":[[2018,10,6]],"date-time":"2018-10-06T05:36:02Z","timestamp":1538804162000},"page":"82-93","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Differential Grouping in Cooperative Co-evolution for Large-Scale Global Optimization: The Experimental Study"],"prefix":"10.1007","author":[{"given":"Heng","family":"Lei","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ming","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jing","family":"Guan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,10,7]]},"reference":[{"key":"8_CR1","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1016\/j.swevo.2017.03.001","volume":"35","author":"X Peng","year":"2017","unstructured":"Peng, X., Wu, Y.: Large-scale cooperative co-evolution using niching-based multi-modal optimization and adaptive fast clustering. Swarm Evol. Comput. 35, 65\u201377 (2017)","journal-title":"Swarm Evol. Comput."},{"key":"8_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"249","DOI":"10.1007\/3-540-58484-6_269","volume-title":"Parallel Problem Solving from Nature \u2014 PPSN III","author":"MA Potter","year":"1994","unstructured":"Potter, M.A., De Jong, K.A.: A cooperative coevolutionary approach to function optimization. In: Davidor, Y., Schwefel, H.-P., M\u00e4nner, R. (eds.) PPSN 1994. LNCS, vol. 866, pp. 249\u2013257. Springer, Heidelberg (1994). https:\/\/doi.org\/10.1007\/3-540-58484-6_269"},{"issue":"4","key":"8_CR3","doi-asserted-by":"publisher","first-page":"493","DOI":"10.1109\/TEVC.2016.2627581","volume":"21","author":"M Yang","year":"2017","unstructured":"Yang, M., et al.: Efficient resource allocation in cooperative co-evolution for large-scale global optimization. IEEE Trans. Evol. Comput. 21(4), 493\u2013505 (2017)","journal-title":"IEEE Trans. Evol. Comput."},{"issue":"6","key":"8_CR4","doi-asserted-by":"publisher","first-page":"929","DOI":"10.1109\/TEVC.2017.2694221","volume":"21","author":"MN Omidvar","year":"2017","unstructured":"Omidvar, M.N., Yang, M., Mei, Y., Li, X., Yao, X.: DG2: a faster and more accurate differential grouping for large-scale black-box optimization. IEEE Trans. Evol. Comput. 21(6), 929\u2013942 (2017)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"8_CR5","unstructured":"Tang, K., Li, X., Suganthan, P.N., Yang, Z., Weise, T.: Benchmark functions for the CEC 2010 special session and competition on large-scale global optimization. Technical report, Nature Inspired Computation and Applications Laboratory, University of Science and Technology of China, Hefei, China (2009)"},{"key":"8_CR6","doi-asserted-by":"crossref","unstructured":"Omidvar, M.N., Li, X., Yao, X.: Smart use of computational resources based on contribution for cooperative co-evolutionary algorithms. In: Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation, GECCO 2011, pp. 1115\u20131122. ACM, New York (2011)","DOI":"10.1145\/2001576.2001727"},{"issue":"3","key":"8_CR7","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1016\/0303-2647(96)01621-8","volume":"39","author":"R Salomon","year":"1996","unstructured":"Salomon, R.: Re-evaluating genetic algorithm performance under coordinate rotation of benchmark functions. A survey of some theoretical and practical aspects of genetic algorithms. Biosystems 39(3), 263\u2013278 (1996)","journal-title":"Biosystems"},{"key":"8_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1080","DOI":"10.1007\/11539117_147","volume-title":"Advances in Natural Computation","author":"Y Shi","year":"2005","unstructured":"Shi, Y., Teng, H., Li, Z.: Cooperative co-evolutionary differential evolution for function optimization. In: Wang, L., Chen, K., Ong, Y.S. (eds.) ICNC 2005. LNCS, vol. 3611, pp. 1080\u20131088. Springer, Heidelberg (2005). https:\/\/doi.org\/10.1007\/11539117_147"},{"issue":"15","key":"8_CR9","doi-asserted-by":"publisher","first-page":"2985","DOI":"10.1016\/j.ins.2008.02.017","volume":"178","author":"Z Yang","year":"2008","unstructured":"Yang, Z., Tang, K., Yao, X.: Large scale evolutionary optimization using cooperative coevolution. Inf. Sci. 178(15), 2985\u20132999 (2008)","journal-title":"Inf. Sci."},{"key":"8_CR10","doi-asserted-by":"crossref","unstructured":"Weicker, K., Weicker, N.: On the improvement of coevolutionary optimizers by learning variable interdependencies. In: Proceedings of the 1999 Congress on Evolutionary Computation, CEC 1999, vol. 3, pp. 1627\u20131632. IEEE (1999)","DOI":"10.1109\/CEC.1999.785469"},{"key":"8_CR11","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1007\/978-3-642-15871-1_31","volume-title":"Parallel Problem Solving from Nature, PPSN XI","author":"W Chen","year":"2010","unstructured":"Chen, W., Weise, T., Yang, Z., Tang, K.: Large-scale global optimization using cooperative coevolution with variable interaction learning. In: Schaefer, R., Cotta, C., Ko\u0142odziej, J., Rudolph, G. (eds.) PPSN 2010. LNCS, vol. 6239, pp. 300\u2013309. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-15871-1_31"},{"key":"8_CR12","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"222","DOI":"10.1007\/978-3-540-24855-2_20","volume-title":"Genetic and Evolutionary Computation \u2013 GECCO 2004","author":"M Tezuka","year":"2004","unstructured":"Tezuka, M., Munetomo, M., Akama, K.: Linkage identification by nonlinearity check for real-coded genetic algorithms. In: Deb, K. (ed.) GECCO 2004. LNCS, vol. 3103, pp. 222\u2013233. Springer, Heidelberg (2004). https:\/\/doi.org\/10.1007\/978-3-540-24855-2_20"},{"issue":"3","key":"8_CR13","doi-asserted-by":"publisher","first-page":"378","DOI":"10.1109\/TEVC.2013.2281543","volume":"18","author":"MN Omidvar","year":"2014","unstructured":"Omidvar, M.N., Li, X., Mei, Y., Yao, X.: Cooperative co-evolution with differential grouping for large scale optimization. IEEE Trans. Evol. Comput. 18(3), 378\u2013393 (2014)","journal-title":"IEEE Trans. Evol. Comput."},{"key":"8_CR14","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1016\/j.ins.2014.12.062","volume":"316","author":"MN Omidvar","year":"2015","unstructured":"Omidvar, M.N., Li, X., Tang, K.: Designing benchmark problems for large-scale continuous optimization. Inf. Sci. 316, 419\u2013436 (2015)","journal-title":"Inf. Sci."},{"issue":"2","key":"8_CR15","doi-asserted-by":"publisher","first-page":"13:1","DOI":"10.1145\/2791291","volume":"42","author":"Y Mei","year":"2016","unstructured":"Mei, Y., Omidvar, M.N., Li, X., Yao, X.: A competitive divide-and-conquer algorithm for unconstrained large-scale black-box optimization. ACM Trans. Math. Softw. 42(2), 13:1\u201313:24 (2016)","journal-title":"ACM Trans. Math. Softw."},{"key":"8_CR16","unstructured":"IEEE standard for floating-point arithmetic: IEEE Std 754\u20132008, 1\u201370 (2008)"},{"issue":"33","key":"8_CR17","first-page":"8","volume":"7","author":"X Li","year":"2013","unstructured":"Li, X., Tang, K., Omidvar, M.N., Yang, Z., Qin, K.: Benchmark functions for the CEC\u20192013 special session and competition on large-scale global optimization. Gene 7(33), 8 (2013)","journal-title":"Gene"}],"container-title":["Communications in Computer and Information Science","Bio-inspired Computing: Theories and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-13-2826-8_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T18:44:28Z","timestamp":1775241868000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-13-2826-8_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9789811328251","9789811328268"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-981-13-2826-8_8","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"BIC-TA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Bio-Inspired Computing: Theories and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Beijing","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 November 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4 November 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bicta2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/2018.bicta.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}