{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,21]],"date-time":"2025-08-21T16:27:47Z","timestamp":1755793667465,"version":"3.41.2"},"reference-count":21,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2021,2,15]],"date-time":"2021-02-15T00:00:00Z","timestamp":1613347200000},"content-version":"vor","delay-in-days":45,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100002338","name":"Ministry of Education of the People's Republic of China","doi-asserted-by":"publisher","award":["13YJAZH032"],"award-info":[{"award-number":["13YJAZH032"]}],"id":[{"id":"10.13039\/501100002338","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Complexity"],"published-print":{"date-parts":[[2021,1]]},"abstract":"<jats:p>The probability ranking conclusion is an extension of the absolute form evaluation conclusion. Firstly, the random simulation evaluation model is introduced; then, the general idea of converting the traditional evaluation method to the random simulation evaluation model is analyzed; on this basis, based on the rule of \u201cfurther ensuring the stability of the ranking chain on the basis of increasing the possibility of the ranking chain,\u201d two methods of solving the probability ranking conclusion are given. Based on the rule of \u201cfurther guaranteeing the stability of the ranking chain on the basis of improving the likelihood of the ranking chain,\u201d two methods are given to solve the likelihood conclusion. This paper argues that this absolute form of conclusion hinders the approximation of the theory to the essence of the actual problem and is an important reason for the problem of \u201cnon\u2010consistency of multi\u2010evaluation conclusions.\u201d To address this problem, a stochastic simulation\u2010based comprehensive evaluation solution algorithm based on the idea of \u201cMonte Carlo simulation\u201d is proposed, and the corresponding ranking method is investigated, which is characterized by generating evaluation conclusions with probability (reliability) information, and thus has more advantages than the absolute conclusion form in terms of problem interpretability. The method is characterized by the generation of evaluation conclusions with probabilistic (reliability) information and thus has more advantages than the absolute conclusion form in terms of problem interpretation. Because of the independence of the stochastic simulation solution method, it is applied to the \u201cbottom\u2010up\u201d evaluation model as an example, and a novel autonomous evaluation method is constructed. Finally, the application of the stochastic simulation evaluation model is illustrated by an example and compared with the absolute form evaluation. The evaluation model is an extension of the traditional evaluation model, which can further broaden the practical application of comprehensive evaluation theory.<\/jats:p>","DOI":"10.1155\/2021\/6641116","type":"journal-article","created":{"date-parts":[[2021,2,16]],"date-time":"2021-02-16T19:15:44Z","timestamp":1613502944000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Application of Random Dynamic Grouping Simulation Algorithm in PE Teaching Evaluation"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1533-5431","authenticated-orcid":false,"given":"Haitao","family":"Hao","sequence":"first","affiliation":[]}],"member":"311","published-online":{"date-parts":[[2021,2,15]]},"reference":[{"key":"e_1_2_10_1_2","doi-asserted-by":"publisher","DOI":"10.1214\/18-aop1306"},{"key":"e_1_2_10_2_2","doi-asserted-by":"publisher","DOI":"10.4085\/1947-380x-2.2.42"},{"key":"e_1_2_10_3_2","doi-asserted-by":"publisher","DOI":"10.1134\/s0005117918070056"},{"key":"e_1_2_10_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.engstruct.2018.06.064"},{"key":"e_1_2_10_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/tcsi.2020.3008407"},{"key":"e_1_2_10_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/16.678551"},{"key":"e_1_2_10_7_2","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2018.2830189"},{"key":"e_1_2_10_8_2","doi-asserted-by":"publisher","DOI":"10.1037\/0022-0663.99.4.747"},{"key":"e_1_2_10_9_2","doi-asserted-by":"publisher","DOI":"10.1039\/c8tc04167a"},{"key":"e_1_2_10_10_2","doi-asserted-by":"publisher","DOI":"10.1123\/jsep.2013-0229"},{"key":"e_1_2_10_11_2","doi-asserted-by":"publisher","DOI":"10.1123\/jtpe.2014-0209"},{"key":"e_1_2_10_12_2","doi-asserted-by":"publisher","DOI":"10.1177\/0145482x1410800307"},{"key":"e_1_2_10_13_2","doi-asserted-by":"publisher","DOI":"10.1557\/mrs.2018.95"},{"key":"e_1_2_10_14_2","doi-asserted-by":"publisher","DOI":"10.7494\/opmath.2019.39.1.23"},{"key":"e_1_2_10_15_2","doi-asserted-by":"publisher","DOI":"10.1080\/17408989.2017.1372408"},{"key":"e_1_2_10_16_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.psychsport.2014.08.013"},{"key":"e_1_2_10_17_2","doi-asserted-by":"publisher","DOI":"10.1039\/c8ra04561e"},{"key":"e_1_2_10_18_2","doi-asserted-by":"publisher","DOI":"10.1177\/0361198119851746"},{"key":"e_1_2_10_19_2","doi-asserted-by":"publisher","DOI":"10.1080\/17408989.2012.732563"},{"key":"e_1_2_10_20_2","doi-asserted-by":"publisher","DOI":"10.1080\/17408989.2014.931366"},{"key":"e_1_2_10_21_2","doi-asserted-by":"publisher","DOI":"10.1080\/17408980902791586"}],"container-title":["Complexity"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2021\/6641116.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/complexity\/2021\/6641116.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1155\/2021\/6641116","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,9]],"date-time":"2024-08-09T22:56:49Z","timestamp":1723244209000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1155\/2021\/6641116"}},"subtitle":[],"editor":[{"given":"Wei","family":"Wang","sequence":"additional","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2021,1]]},"references-count":21,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2021,1]]}},"alternative-id":["10.1155\/2021\/6641116"],"URL":"https:\/\/doi.org\/10.1155\/2021\/6641116","archive":["Portico"],"relation":{},"ISSN":["1076-2787","1099-0526"],"issn-type":[{"type":"print","value":"1076-2787"},{"type":"electronic","value":"1099-0526"}],"subject":[],"published":{"date-parts":[[2021,1]]},"assertion":[{"value":"2020-12-25","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-02-04","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2021-02-15","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"6641116"}}