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| 1 | Effective Hybrid Teaching-learning-based Optimization Algorithm for Balancing Two-sided Assembly Lines with Multiple Constraints显示文摘Due to the NP-hardness of the two-sided assembly line balancing(TALB) problem, multiple constraints existing in real applications are less studied, especially when one task is involved with several constraints. In this paper, an effective hybrid algorithm is proposed to address the TALB problem with multiple constraints(TALB-MC). Considering the discrete attribute of TALB-MC and the continuous attribute of the standard teaching-learning-based optimization(TLBO) algorithm, the random-keys method is hired in task permutation representation, for the purpose of bridging the gap between them. Subsequently, a special mechanism for handling multiple constraints is developed. In the mechanism, the directions constraint of each task is ensured by the direction check and adjustment. The zoning constraints and the synchronism constraints are satisfied by teasing out the hidden correlations among constraints. The positional constraint is allowed to be violated to some extent in decoding and punished in cost function. Finally, with the TLBO seeking for the global optimum, the variable neighborhood search(VNS) is further hybridized to extend the local search space. The experimental results show that the proposed hybrid algorithm outperforms the late acceptance hill-climbing algorithm(LAHC) for TALB-MC in most cases, especially for large-size problems with multiple constraints, and demonstrates well balance between the exploration and the exploitation. This research proposes an effective and efficient algorithm for solving TALB-MC problem by hybridizing the TLBO and VNS. | TANG Qiuhua LI Zixiang ZHANG Liping FLOUDAS C A CAO Xiaojun | 2015 | Chinese Journal of Mechanical Engineering2015，28，5： | 7 |
| 2 | Global optimization in design and control of chemical process systems显示文摘 | Christodoulos A Floudas | 2000 | J Process Control2000，10，23： | 2 |
| 3 | Optimization framework for process scheduling of operation-de- pendent automobile assembly lines显示文摘 | Tang Qiuhua Li Jie Floudas C A | 2012 | Optimization Letters2012，6，4： | 1 |
| 4 | A review of recent advances in global optimization 显示文摘 | FLOUDAS C A GOUNARIS C E | 2009 | Journal of Global Optimization2009，45，1： | 1 |
| 5 | Protein folding and peptide docking:A molecular modeling and global optimization approach显示文摘 | Klepeis J L leraeptritou M G Floudas C A | 1998 | Computers and Chemical Enginering1998，22，： | 1 |
| 6 | A Review of Recent Advances in Global Optimization 显示文摘 | Floudas C A Gounaris C E | 2009 | Journal of Global Optimization2009，45，1： | 1 |
| 7 | Comparative effects of sevoflurane and propofol based general anaesthesia for elective surgery on memory显示文摘 | Flouda L Pandazi A Papageorgiou C | | 0，，1： | 1 |
| 8 | Clinical research Comparative effects of sevoflurane and propofol based general anaesthesia for elective surgery on memory 显示文摘 | Flouda L Pandazi A Papageorgiou C | 2013 | Arch Med Sci2013，9，1： | 1 |
| 9 | Heat exchanger synthesis without decomposition 显示文摘 | Ciric A R Floudas C A | 1991 | Computers and Chemical Engineering1991，，15： | 1 |
| 10 | Optimization of complex reactor networks-Ⅰisothermal operation显示文摘 | KOKOSSIS A FLOUDAS C A | 1990 | Chemical Engineering Science1990，45，3： | 1 |
| 11 | Continuous-time versus discretetime approaches for scheduling of chemical processes: a review显示文摘 | FLOUDAS C A LIN X | 2004 | Computers and Chemical Engineering2004，28，11： | 1 |
| 12 | Mixed Integer Linear Programming in Process Scheduling: Modeling, Algorithms, and Applications 显示文摘 | Floudas C A Lin X | 2005 | Annals of Operations Research2005，139，1： | 1 |
| 13 | Global optimization of nonlinear bilevel programming programming problems显示文摘 | Gumus Z H Floudas C A | 2001 | Journal of Global Optimization2001，20，： | 1 |
| 14 | Global minimization using an augmented Lagrangian method with variable lower-level constraints 显示文摘 | BIRGIN E G FLOUDAS C A MARTINEZ J M | 2010 | Mathematical Programming2010，125，1： | 1 |
| 15 | Synthesis and optimi- zation of isothermal reactor-separator-recycle systems 显示文摘 | KOKOSSIS A C FLOUDAS C A | 1991 | Chemical Engineering Science1991，46，56： | 1 |
| 16 | A review of recent advances in global optimization显示文摘 | Floudas C A Gounaris C E | 2009 | J of Global Optimization2009，45，1： | 1 |
| 17 | Continuous-time models for short-term scheduling of multipurpose batch plants: a comparative study 显示文摘 | SHAIK M A JANAK S L FLOUDAS C A | 2006 | Industrial Engineering Chemistry Research2006，45，18： | 1 |
| 18 | A new robust optimization approach for scheduling under uncertainty(Ⅰ):Bounded uncertainty显示文摘 | Lin X Janak S L Floudas C A | 2004 | Computers & Chemical Engineering2004，28，67： | 1 |
| 19 | Global optimization in generalized geometric programming显示文摘 | Maranas C D Floudas C A | 1997 | Computers and Chemical Engineering1997，21，4： | 1 |
| 20 | Enhanced continuous-time unit-specific event-based formulation for short-term scheduling of multipurpose batch processes: resource constraints and mixed storage pohcies显示文摘 | JANAK S L LIN X X FLOUDAS C A | 2004 | Industrial and Engineering Chemistry Research2004，43，12： | 1 |
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