An orthogonal predictive model-based dynamic multi-objective optimization algorithm
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| 001 | 605470790 | ||
| 003 | CHVBK | ||
| 005 | 20210128100330.0 | ||
| 007 | cr unu---uuuuu | ||
| 008 | 210128e20151101xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s00500-014-1470-y |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s00500-014-1470-y | ||
| 245 | 0 | 3 | |a An orthogonal predictive model-based dynamic multi-objective optimization algorithm |h [Elektronische Daten] |c [Ruochen Liu, Xu Niu, Jing Fan, Caihong Mu, Licheng Jiao] |
| 520 | 3 | |a In this paper, a new dynamic multi-objective optimization evolutionary algorithm is proposed for tracking the Pareto-optimal set of time-changing multi-objective optimization problems effectively. In the proposed algorithm, to select individuals which are best suited for a new time from the historical optimal sets, an orthogonal predictive model is presented to predict the new individuals after the environment change is detected. Also, to converge to optimal front more quickly, an modified multi-objective optimization evolutionary algorithm based on decomposition is adopted. The proposed method has been extensively compared with other three dynamic multi-objective evolutionary algorithms over several benchmark dynamic multi-objective optimization problems. The experimental results indicate that the proposed algorithm achieves competitive results. | |
| 540 | |a Springer-Verlag Berlin Heidelberg, 2014 | ||
| 690 | 7 | |a Dynamic environment |2 nationallicence | |
| 690 | 7 | |a Multi-objective optimization |2 nationallicence | |
| 690 | 7 | |a Decomposition |2 nationallicence | |
| 690 | 7 | |a Forecasting model |2 nationallicence | |
| 700 | 1 | |a Liu |D Ruochen |u Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, No. 2 South Taibai Road, P.O. Box 224, 710071, Xi'an, People's Republic of China |4 aut | |
| 700 | 1 | |a Niu |D Xu |u Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, No. 2 South Taibai Road, P.O. Box 224, 710071, Xi'an, People's Republic of China |4 aut | |
| 700 | 1 | |a Fan |D Jing |u Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, No. 2 South Taibai Road, P.O. Box 224, 710071, Xi'an, People's Republic of China |4 aut | |
| 700 | 1 | |a Mu |D Caihong |u Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, No. 2 South Taibai Road, P.O. Box 224, 710071, Xi'an, People's Republic of China |4 aut | |
| 700 | 1 | |a Jiao |D Licheng |u Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, No. 2 South Taibai Road, P.O. Box 224, 710071, Xi'an, People's Republic of China |4 aut | |
| 773 | 0 | |t Soft Computing |d Springer Berlin Heidelberg |g 19/11(2015-11-01), 3083-3107 |x 1432-7643 |q 19:11<3083 |1 2015 |2 19 |o 500 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s00500-014-1470-y |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s00500-014-1470-y |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Liu |D Ruochen |u Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, No. 2 South Taibai Road, P.O. Box 224, 710071, Xi'an, People's Republic of China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Niu |D Xu |u Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, No. 2 South Taibai Road, P.O. Box 224, 710071, Xi'an, People's Republic of China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Fan |D Jing |u Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, No. 2 South Taibai Road, P.O. Box 224, 710071, Xi'an, People's Republic of China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Mu |D Caihong |u Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, No. 2 South Taibai Road, P.O. Box 224, 710071, Xi'an, People's Republic of China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Jiao |D Licheng |u Key Laboratory of Intelligent Perception and Image Understanding of Ministry of Education of China, Xidian University, No. 2 South Taibai Road, P.O. Box 224, 710071, Xi'an, People's Republic of China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Soft Computing |d Springer Berlin Heidelberg |g 19/11(2015-11-01), 3083-3107 |x 1432-7643 |q 19:11<3083 |1 2015 |2 19 |o 500 | ||