An improved hybrid immune algorithm for mechanism kinematic chain isomorphism identification in intelligent design
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| 008 | 210128e20150101xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s00500-014-1244-6 |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s00500-014-1244-6 | ||
| 245 | 0 | 3 | |a An improved hybrid immune algorithm for mechanism kinematic chain isomorphism identification in intelligent design |h [Elektronische Daten] |c [Ping Yang, Kehan Zeng, Chunquan Li, Jianming Yang, Shuting Wang] |
| 520 | 3 | |a In intelligent mechanism design, isomorphism identification of mechanism kinematic chains (IIMKC) is aimed at avoiding repeated mechanism design and is proved to be an NP-complete problem. In this paper, kinematic chains are represented by graphs. An improved hybrid immune algorithm, which integrates the clonal selection immune algorithm with genetic algorithm and the local search algorithm, is proposed to solve IIMKC problem. Moreover, the novel saving and updating operator is proposed to save the best antibodies and maintain a diverse repertoire of antibodies for improving performance of clonal selection. In addition, the pseudo-crossover operator is introduced to enhance the efficiency of genetic algorithm. Simulation results validate the high efficiency and robustness of the hybrid immune algorithm. | |
| 540 | |a Springer-Verlag Berlin Heidelberg, 2014 | ||
| 690 | 7 | |a Mechanism kinematic chain isomorphism |2 nationallicence | |
| 690 | 7 | |a Immune algorithm |2 nationallicence | |
| 690 | 7 | |a Clonal selection |2 nationallicence | |
| 690 | 7 | |a Genetic algorithm |2 nationallicence | |
| 690 | 7 | |a Local search |2 nationallicence | |
| 700 | 1 | |a Yang |D Ping |u School of Mechanical Engineering, Jiangsu University, 212013, Zhenjiang, People's Republic of China |4 aut | |
| 700 | 1 | |a Zeng |D Kehan |u Department of Computer Science, Huizhou University, 516007, Huizhou, People's Republic of China |4 aut | |
| 700 | 1 | |a Li |D Chunquan |u School of Mechanical Engineering, Jiangsu University, 212013, Zhenjiang, People's Republic of China |4 aut | |
| 700 | 1 | |a Yang |D Jianming |u Faculty of Engineering and Applied Science, Memorial University, A1B 3X5, St. John's, NL, Canada |4 aut | |
| 700 | 1 | |a Wang |D Shuting |u School of Mechanical Science and Engineering, Huazhong University of Science and Technology, 430074, Wuhan, Hubei, People's Republic of China |4 aut | |
| 773 | 0 | |t Soft Computing |d Springer Berlin Heidelberg |g 19/1(2015-01-01), 217-223 |x 1432-7643 |q 19:1<217 |1 2015 |2 19 |o 500 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s00500-014-1244-6 |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/s00500-014-1244-6 |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Yang |D Ping |u School of Mechanical Engineering, Jiangsu University, 212013, Zhenjiang, People's Republic of China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Zeng |D Kehan |u Department of Computer Science, Huizhou University, 516007, Huizhou, People's Republic of China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Li |D Chunquan |u School of Mechanical Engineering, Jiangsu University, 212013, Zhenjiang, People's Republic of China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Yang |D Jianming |u Faculty of Engineering and Applied Science, Memorial University, A1B 3X5, St. John's, NL, Canada |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Wang |D Shuting |u School of Mechanical Science and Engineering, Huazhong University of Science and Technology, 430074, Wuhan, Hubei, People's Republic of China |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Soft Computing |d Springer Berlin Heidelberg |g 19/1(2015-01-01), 217-223 |x 1432-7643 |q 19:1<217 |1 2015 |2 19 |o 500 | ||