{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T10:42:05Z","timestamp":1740134525585,"version":"3.37.3"},"reference-count":30,"publisher":"Wiley","license":[{"start":{"date-parts":[[2014,1,1]],"date-time":"2014-01-01T00:00:00Z","timestamp":1388534400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/3.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key Technology R&D Program of China","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}]},{"name":"National Key Technology R&D Program of China","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}]},{"name":"The Hong Kong Scholars Program 2012","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100002858","name":"China Postdoctoral Science Foundation","doi-asserted-by":"publisher","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}],"id":[{"id":"10.13039\/501100002858","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"crossref","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"crossref","award":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"],"award-info":[{"award-number":["61105067","61174164","71271140","71001072","2012BAF10B11","2012BAF10B06","G-YZ24","20100480705","2012T50584","2012T50639","S2012010008668","9451806001002294"]}],"id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Applied Mathematics"],"published-print":{"date-parts":[[2014]]},"abstract":"<jats:p>This paper presents a novel optimization algorithm, namely, hierarchical artificial bee colony optimization (HABC), to tackle complex high-dimensional problems. In the proposed multilevel model, the higher-level species can be aggregated by the subpopulations from lower level. In the bottom level, each subpopulation employing the canonical ABC method searches the part-dimensional optimum in parallel, which can be constructed into a complete solution for the upper level. At the same time, the comprehensive learning method with crossover and mutation operator is applied to enhance the global search ability between species. Experiments are conducted on a set of 20 continuous and discrete benchmark problems. The experimental results demonstrate remarkable performance of the HABC algorithm when compared with other six evolutionary algorithms.<\/jats:p>","DOI":"10.1155\/2014\/402616","type":"journal-article","created":{"date-parts":[[2014,3,17]],"date-time":"2014-03-17T21:01:58Z","timestamp":1395090118000},"page":"1-20","source":"Crossref","is-referenced-by-count":11,"title":["Discrete and Continuous Optimization Based on Hierarchical Artificial Bee Colony Optimizer"],"prefix":"10.1155","volume":"2014","author":[{"given":"Lianbo","family":"Ma","sequence":"first","affiliation":[{"name":"Department of Information Service & Intelligent Control, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"},{"name":"University of Chinese Academy of Sciences, Beijing 100039, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kunyuan","family":"Hu","sequence":"additional","affiliation":[{"name":"Department of Information Service & Intelligent Control, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yunlong","family":"Zhu","sequence":"additional","affiliation":[{"name":"Department of Information Service & Intelligent Control, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ben","family":"Niu","sequence":"additional","affiliation":[{"name":"College of Management, Shenzhen University, Shenzhen 518060, China"},{"name":"Department of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong"},{"name":"Hefei Institute of Intelligent Machines, Chinese Academy of Sciences, Hefei 230031, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hanning","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Information Service & Intelligent Control, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maowei","family":"He","sequence":"additional","affiliation":[{"name":"Department of Information Service & Intelligent Control, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016, China"},{"name":"University of Chinese Academy of Sciences, Beijing 100039, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"key":"2","doi-asserted-by":"publisher","DOI":"10.1109\/4235.585892"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/MCS.2002.1004010"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2007.05.007"},{"key":"6","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"789","DOI":"10.1007\/978-3-540-72950-1_77","volume-title":"Artificial Bee Colony (ABC) optimization algorithm for solving constrained optimization problems","volume":"4529","year":"2007"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1007\/s10898-007-9149-x"},{"key":"9","first-page":"789","volume-title":"Artificial Bee Colony (ABC) optimization algorithm for solving constrained optimization problems","volume":"4529","year":"2007"},{"key":"10","first-page":"318","volume-title":"Artificial Bee Colony (ABC) optimization algorithm for training feed-forward neural networks","volume":"4617","year":"2007"},{"first-page":"113","volume-title":"Artificial Bee Colony algorithm and its application to generalized assignment problem","year":"2007","key":"11"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2011.04.018"},{"key":"13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2011.04.018"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1109\/TMAG.2010.2087317"},{"issue":"1","key":"16","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1162\/106365600568086","volume":"8","year":"2000","journal-title":"Evolutionary Computation"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2005.857610"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2004.826069"},{"key":"21","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2011.2112662"},{"key":"22","doi-asserted-by":"publisher","DOI":"10.1155\/2010\/379649"},{"key":"23","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2006.07.026"},{"key":"24","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCB.2005.850530"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1155\/2010\/379649"},{"issue":"5","key":"26","doi-asserted-by":"crossref","first-page":"2823","DOI":"10.1016\/j.asoc.2012.05.020","volume":"13","year":"2013","journal-title":"Applied Soft Computing"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2004.826074"},{"issue":"5","key":"29","doi-asserted-by":"crossref","first-page":"601","DOI":"10.1109\/TEVC.2011.2161873","volume":"16","year":"2012","journal-title":"IEEE Transactions on Evolutionary Computation"},{"issue":"3","key":"30","doi-asserted-by":"crossref","first-page":"387","DOI":"10.1109\/TEVC.2012.2203138","volume":"17","year":"2013","journal-title":"IEEE Transactions on Evolutionary Computation"},{"key":"31","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2009.2026270"},{"key":"32","doi-asserted-by":"publisher","DOI":"10.1016\/j.amc.2009.03.090"},{"year":"2008","key":"33"},{"key":"35","doi-asserted-by":"publisher","DOI":"10.1155\/2010\/459796"},{"key":"36","doi-asserted-by":"publisher","DOI":"10.1109\/4235.985692"},{"issue":"2","key":"37","doi-asserted-by":"crossref","first-page":"159","DOI":"10.1162\/106365601750190398","volume":"9","year":"2001","journal-title":"Evolutionary Computation"},{"volume-title":"Discrete particle swarm optimization","year":"2004","key":"39"}],"container-title":["Journal of Applied Mathematics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/jam\/2014\/402616.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jam\/2014\/402616.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jam\/2014\/402616.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,5,11]],"date-time":"2020-05-11T20:58:12Z","timestamp":1589230692000},"score":1,"resource":{"primary":{"URL":"http:\/\/www.hindawi.com\/journals\/jam\/2014\/402616\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"references-count":30,"alternative-id":["402616","402616"],"URL":"https:\/\/doi.org\/10.1155\/2014\/402616","relation":{},"ISSN":["1110-757X","1687-0042"],"issn-type":[{"type":"print","value":"1110-757X"},{"type":"electronic","value":"1687-0042"}],"subject":[],"published":{"date-parts":[[2014]]}}}