A multi-objective memetic algorithm for vehicle resource allocation in sustainable transportation planning
作者： Shih-Fen Cheng , Pang Jin Tan , Hoong Chuin Lau , Lucas Agussurja
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摘要: Sustainable supply chain management has been an increasingly important topic of research in recent years. At the strategic level, there are computational models which study and distribution networks with environmental considerations. operational are, for example, routing scheduling constrained by carbon emissions. Our paper explores work tactical planning regards to vehicle resource allocation from centers customer locations a multi-echelon logistics network. We formulate bi-objective optimization problem exactly design memetic algorithm efficiently derive approximate Pareto front. illustrate applicability our approach large real-world dataset.
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Dave Cliff, Marco De Luca, Human-agent auction interactions: adaptive-aggressive agents dominate international joint conference on artificial intelligence. pp. 178- 185 ,(2011) , 10.5591/978-1-57735-516-8/IJCAI11-041
Karl Bringmann, Tobias Friedrich, Markus Wagner, Frank Neumann, Approximation-guided evolutionary multi-objective optimization international joint conference on artificial intelligence. pp. 1198- 1203 ,(2011) , 10.5591/978-1-57735-516-8/IJCAI11-204
Sevgi Erdoğan, Elise Miller-Hooks, A Green Vehicle Routing Problem Transportation Research Part E-logistics and Transportation Review. ,vol. 48, pp. 100- 114 ,(2012) , 10.1016/J.TRE.2011.08.001
Ying-Hua Chang, Adopting co-evolution and constraint-satisfaction concept on genetic algorithms to solve supply chain network design problems Expert Systems with Applications. ,vol. 37, pp. 6919- 6930 ,(2010) , 10.1016/J.ESWA.2010.03.030
Samir Elhedhli, Ryan Merrick, Green supply chain network design to reduce carbon emissions Transportation Research Part D-transport and Environment. ,vol. 17, pp. 370- 379 ,(2012) , 10.1016/J.TRD.2012.02.002
SIMIN HUANG, RAJAN BATTA, RAKESH NAGI, Variable capacity sizing and selection of connections in a facility layout Iie Transactions. ,vol. 35, pp. 49- 59 ,(2003) , 10.1080/07408170304434
Fan Wang, Xiaofan Lai, Ning Shi, A multi-objective optimization for green supply chain network design decision support systems. ,vol. 51, pp. 262- 269 ,(2011) , 10.1016/J.DSS.2010.11.020
Samir K. Srivastava, Green supply‐chain management: A state‐of‐the‐art literature review International Journal of Management Reviews. ,vol. 9, pp. 53- 80 ,(2007) , 10.1111/J.1468-2370.2007.00202.X
Winson S H Siu, Chi Kong Chan, Chun Bun Henry Chan, Green cargo routing using genetic algorithms international multiconference of engineers and computer scientists. pp. 170- 175 ,(2012)