Hybrid Differential Evolution Algorithm and Adaptive Large Neighborhood Search to Solve Parallel Machine Scheduling to Minimize Energy Consumption in Consideration of Machine-Load Balance Problems
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- Zhou, Shengchao & Liu, Ming & Chen, Huaping & Li, Xueping, 2016. "An effective discrete differential evolution algorithm for scheduling uniform parallel batch processing machines with non-identical capacities and arbitrary job sizes," International Journal of Production Economics, Elsevier, vol. 179(C), pages 1-11.
- Yassine Ouazene & Faicel Hnaien & Farouk Yalaoui & Lionel Amodeo, 2011. "The Joint Load Balancing and Parallel Machine Scheduling Problem," Operations Research Proceedings, in: Bo Hu & Karl Morasch & Stefan Pickl & Markus Siegle (ed.), Operations Research Proceedings 2010, pages 497-502, Springer.
- Weiwei Cui & Biao Lu, 2020. "A Bi-Objective Approach to Minimize Makespan and Energy Consumption in Flow Shops with Peak Demand Constraint," Sustainability, MDPI, vol. 12(10), pages 1-22, May.
- Sang-Oh Shim & KyungBae Park, 2016. "Technology for Production Scheduling of Jobs for Open Innovation and Sustainability with Fixed Processing Property on Parallel Machines," Sustainability, MDPI, vol. 8(9), pages 1-10, September.
- Jun-Ho Lee & Hoon Jang, 2019. "Uniform Parallel Machine Scheduling with Dedicated Machines, Job Splitting and Setup Resources," Sustainability, MDPI, vol. 11(24), pages 1-23, December.
- Lvjiang Yin & Xinyu Li & Chao Lu & Liang Gao, 2016. "Energy-Efficient Scheduling Problem Using an Effective Hybrid Multi-Objective Evolutionary Algorithm," Sustainability, MDPI, vol. 8(12), pages 1-33, December.
- Aubry, A. & Rossi, A. & Espinouse, M.-L. & Jacomino, M., 2008. "Minimizing setup costs for parallel multi-purpose machines under load-balancing constraint," European Journal of Operational Research, Elsevier, vol. 187(3), pages 1115-1125, June.
- Zixiao Pan & Deming Lei & Qingyong Zhang, 2018. "A New Imperialist Competitive Algorithm for Multiobjective Low Carbon Parallel Machines Scheduling," Mathematical Problems in Engineering, Hindawi, vol. 2018, pages 1-13, April.
- Wu, Xueqi & Che, Ada, 2019. "A memetic differential evolution algorithm for energy-efficient parallel machine scheduling," Omega, Elsevier, vol. 82(C), pages 155-165.
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Keywords
green scheduling; adaptive large neighborhood search; hybrid differential evolution algorithm; energy consumption; machine load balance; parallel machine scheduling;All these keywords.
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