{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T18:26:46Z","timestamp":1743100006607,"version":"3.40.3"},"publisher-location":"Cham","reference-count":28,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319221793"},{"type":"electronic","value":"9783319221809"}],"license":[{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2015,1,1]],"date-time":"2015-01-01T00:00:00Z","timestamp":1420070400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015]]},"DOI":"10.1007\/978-3-319-22180-9_70","type":"book-chapter","created":{"date-parts":[[2015,8,10]],"date-time":"2015-08-10T13:07:32Z","timestamp":1439212052000},"page":"703-714","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["The Recent Developments and Comparative Analysis of Neural Network and Evolutionary Algorithms for Solving Symbolic Regression"],"prefix":"10.1007","author":[{"given":"Xueshi","family":"Dong","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wenyong","family":"Dong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yunfei","family":"Yi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yajie","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaosong","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2015,8,11]]},"reference":[{"issue":"5","key":"70_CR1","first-page":"136","volume":"38","author":"T Zeng","year":"2006","unstructured":"Zeng, T., Tang, C., et al.: Mining multi-dimensional complex association rule based on artificial immune system and gene expression programming. J. Sichuan Univ. (Eng. Sci. Ed.) 38(5), 136\u2013142 (2006)","journal-title":"J. Sichuan Univ. (Eng. Sci. Ed.)"},{"issue":"10","key":"70_CR2","first-page":"1200","volume":"29","author":"X Wang","year":"2001","unstructured":"Wang, X., Cao, L., Gu, S.: Genetic programming and its applications in the symbolic regression. J. Tongji Univ. 29(10), 1200\u20131203 (2001)","journal-title":"J. Tongji Univ."},{"issue":"4","key":"70_CR3","first-page":"948","volume":"27","author":"Y Chen","year":"2007","unstructured":"Chen, Y., Yang, J., Yang, J., et al.: Research and application of genetic expression programming algorithm based on uniform-design. Comput. Appl. 27(4), 948\u2013951 (2007)","journal-title":"Comput. Appl."},{"issue":"12","key":"70_CR4","first-page":"2784","volume":"25","author":"X Lu","year":"2005","unstructured":"Lu, X., Cai, Z.: Application of a novel GEP algorithm in evolutionary modeling and forecasting. Comput. Appl. 25(12), 2784\u20132787 (2005)","journal-title":"Comput. Appl."},{"issue":"21","key":"70_CR5","first-page":"188","volume":"32","author":"W Fang","year":"2006","unstructured":"Fang, W., Zhang, K., Shao, L.: Complex function modeling based on improved gene expression programming. Comput. Eng. 32(21), 188\u2013190 (2006)","journal-title":"Comput. Eng."},{"issue":"5","key":"70_CR6","first-page":"775","volume":"30","author":"J Peng","year":"2007","unstructured":"Peng, J., Tang, C., Yuan, C., et al.: A multi-gene evolutionary algorithm based on overlapped expression. Chin. J. Comput. 30(5), 775\u2013785 (2007)","journal-title":"Chin. J. Comput."},{"key":"70_CR7","unstructured":"Luo, P., Wang, X., Tang, X.: Hierarchical face parsing via deep learning. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2480\u20132487 (2012)"},{"issue":"5","key":"70_CR8","doi-asserted-by":"publisher","first-page":"799","DOI":"10.1007\/s12205-011-1282-x","volume":"15","author":"A Baylar","year":"2011","unstructured":"Baylar, A., Unsal, M., Ozkan, F.: GEP modeling of oxygen transfer efficiency prediction in aeration cascades. KSCE J. Civ. Eng. 15(5), 799\u2013804 (2011)","journal-title":"KSCE J. Civ. Eng."},{"issue":"2","key":"70_CR9","first-page":"128","volume":"17","author":"Y Xia","year":"2006","unstructured":"Xia, Y., Tian, S., Wei, H., Wang, Z.: Research on symbolic regression based on genetic programming. J. China Jiliang Univ. 17(2), 128\u2013131 (2006)","journal-title":"J. China Jiliang Univ."},{"issue":"2","key":"70_CR10","doi-asserted-by":"publisher","first-page":"279","DOI":"10.3724\/SP.J.1016.2010.00279","volume":"33","author":"W Deng","year":"2010","unstructured":"Deng, W., Zheng, Q., et al.: Research on extreme learning of neural networks. Chin. J. Comput. 33(2), 279\u2013286 (2010)","journal-title":"Chin. J. Comput."},{"issue":"6","key":"70_CR11","first-page":"937","volume":"42","author":"T Guo","year":"2013","unstructured":"Guo, T., Zhang, X., Liang, Z.: Research on change information recognition method of vector data based on neural network decision tree. Acta Geodaet. Cartographica Sin. 42(6), 937\u2013943 (2013)","journal-title":"Acta Geodaet. Cartographica Sin."},{"key":"70_CR12","first-page":"168","volume":"8","author":"X Zhang","year":"2007","unstructured":"Zhang, X., He, G.: The forecasting approach for short-term traffic flow based on principal component analysis and combined NN. Syst. Eng. Theor. Pract. 8, 168\u2013170 (2007)","journal-title":"Syst. Eng. Theor. Pract."},{"issue":"8","key":"70_CR13","doi-asserted-by":"publisher","first-page":"1312","DOI":"10.1360\/crad20050805","volume":"42","author":"A Li","year":"2005","unstructured":"Li, A., Luo, S., Huang, H., et al.: Decision tree based neural network design. J. Comput. Res. Devel. 42(8), 1312\u20131317 (2005)","journal-title":"J. Comput. Res. Devel."},{"issue":"2","key":"70_CR14","first-page":"272","volume":"37","author":"S Deng","year":"2009","unstructured":"Deng, S., Wang, R., Zhang, Y., Zhang, J.: Grid resource allocation algorithm based on parallel gene expression programming. Acta Electronica Sin. 37(2), 272\u2013277 (2009)","journal-title":"Acta Electronica Sin."},{"issue":"9","key":"70_CR15","first-page":"1459","volume":"28","author":"J Peng","year":"2005","unstructured":"Peng, J., Tang, C., Li, C., Hu, J.: M2GEP: a new evolution algorithm based on multi2layer chromosomes gene expression programming. Chin. J. Comput. 28(9), 1459\u20131466 (2005)","journal-title":"Chin. J. Comput."},{"issue":"2","key":"70_CR16","first-page":"305","volume":"30","author":"J Hu","year":"2007","unstructured":"Hu, J., Tang, C., Duan, L., et al.: The strategy for diversifying initial population of gene expression programming. Chin. J. Comput. 30(2), 305\u2013310 (2007)","journal-title":"Chin. J. Comput."},{"issue":"2","key":"70_CR17","first-page":"319","volume":"42","author":"B Li","year":"2014","unstructured":"Li, B., Dong, J., Liu, Y., Mi, S.: Fuzzy lattice constructive morphological neural network. Acta Electronica Sin. 42(2), 319\u2013326 (2014)","journal-title":"Acta Electronica Sin."},{"key":"70_CR18","doi-asserted-by":"crossref","unstructured":"Sun, Y., Wang, X., Tang, X.: Deep convolutional network cascade for facial point detection. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3476\u20133483 (2013)","DOI":"10.1109\/CVPR.2013.446"},{"issue":"8","key":"70_CR19","doi-asserted-by":"publisher","first-page":"1915","DOI":"10.1109\/TPAMI.2012.231","volume":"35","author":"C Farabet","year":"2013","unstructured":"Farabet, C., Couprie, C., Najman, L., LeCun, Y.: Learning hierarchical features for scene labeling. IEEE Trans. Pattern Anal. Mach. Intell. 35(8), 1915\u20131928 (2013)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"70_CR20","unstructured":"Ouyang, W., Wang, X.: A discriminative deep model for pedestrian detection with occlusion handling. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 3258\u20133265 (2012)"},{"key":"70_CR21","doi-asserted-by":"publisher","first-page":"223","DOI":"10.1016\/j.jprocont.2014.01.012","volume":"24","author":"C Shang","year":"2014","unstructured":"Shang, C., Yang, F., Huang, D., Lya, W.: Data-driven soft sensor development based on deep learning technique. J. Process Control 24, 223\u2013233 (2014)","journal-title":"J. Process Control"},{"issue":"1","key":"70_CR22","first-page":"89","volume":"32","author":"G Zhang","year":"2013","unstructured":"Zhang, G., Wang, W.: Application introduction of uniform experiment design method. Appl. Stat. Manage. 32(1), 89\u201398 (2013)","journal-title":"Appl. Stat. Manage."},{"key":"70_CR23","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ins.2012.05.002","volume":"209","author":"D Karaboga","year":"2012","unstructured":"Karaboga, D., Ozturk, C., Karaboga, N., Gorkemli, B.: Artificial bee colony programming for\u00a0symbolic regression. Inf. Sci. 209, 1\u201315 (2012)","journal-title":"Inf. Sci."},{"key":"70_CR24","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1016\/j.ins.2014.03.124","volume":"279","author":"J Chen","year":"2014","unstructured":"Chen, J., Zeng, Z., Jiang, P.: On the periodic dynamics of memristor-based\u00a0neural networks\u00a0with time-varying delays. Inf. Sci. 279, 358\u2013373 (2014)","journal-title":"Inf. Sci."},{"key":"70_CR25","doi-asserted-by":"publisher","first-page":"483","DOI":"10.1016\/j.ins.2014.04.003","volume":"279","author":"P Melin","year":"2014","unstructured":"Melin, P., Amezcua, J., Valdez, F., Castillo, O.: A new\u00a0neural network\u00a0model based on the LVQ algorithm for multi-class classification of arrhythmias. Inf. Sci. 279, 483\u2013497 (2014)","journal-title":"Inf. Sci."},{"key":"70_CR26","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1016\/j.ins.2014.05.006","volume":"280","author":"M Pulido","year":"2014","unstructured":"Pulido, M., Melin, P., Castillo, O.: Particle swarm optimization of ensemble\u00a0neural networks\u00a0with fuzzy aggregation for time series prediction of the Mexican Stock Exchange. Inf. Sci. 280, 188\u2013204 (2014)","journal-title":"Inf. Sci."},{"key":"70_CR27","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.ins.2013.11.006","volume":"260","author":"F Gaxiola","year":"2014","unstructured":"Gaxiola, F., Melin, P., Valdez, F., Castillo, O.: Interval type-2 fuzzy weight adjustment for backpropagation\u00a0neural networks\u00a0with application in time series prediction. Inf. Sci. 260, 1\u201314 (2014)","journal-title":"Inf. Sci."},{"issue":"7","key":"70_CR28","first-page":"20","volume":"21","author":"Yu Peng","year":"2013","unstructured":"Peng, Yu.: New application of symbolic regression method based on genetic programming in power quality analysis. Electron. Des. Eng. 21(7), 20\u201323 (2013)","journal-title":"Electron. Des. Eng."}],"container-title":["Lecture Notes in Computer Science","Intelligent Computing Theories and Methodologies"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-22180-9_70","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,15]],"date-time":"2023-02-15T14:26:47Z","timestamp":1676471207000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-22180-9_70"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015]]},"ISBN":["9783319221793","9783319221809"],"references-count":28,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-22180-9_70","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2015]]},"assertion":[{"value":"11 August 2015","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}