Evolutionary algorithms approach for integrated bioenergy supply chains optimization

Energy Conversion and Management

Volumn 50, Issue 12, 2009, Pages 2944-2955

  Ayoub, Nasser ^a,b   Elmoshi, Elsayed ^b   Seki, Hiroya ^a   Naka, Yuji ^a  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

^b HELWAN UNIVERSITY   (Egypt)

Author keywords

Bioenergy; Decision Support Systems; Genetic algorithms; Supply chains; Sustainable energy

Indexed keywords

BIOENERGY; DECISION MAKERS; DECISION SYSTEMS; ECONOMICAL FACTORS; EFFICIENT PLANNING; INTEGRATED SYSTEMS; MULTICRITERIA OPTIMIZATION; OPTIMIZATION MODELS; SOLUTION APPROACH; SUSTAINABLE ENERGY;

AIRFOILS; ARTIFICIAL INTELLIGENCE; DECISION MAKING; DECISION SUPPORT SYSTEMS; DECISION THEORY; ENERGY CONSERVATION; EVOLUTIONARY ALGORITHMS; INTEGRATED OPTICS; MATHEMATICAL MODELS; OPTIMIZATION; RESEARCH; SUPPLY CHAIN MANAGEMENT;

SUPPLY CHAINS;

EID: 70349467756     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2009.07.010     Document Type: Article

References (18)

1. Ayoub N., Martins R., Wang K., Seki H., and Naka Y. Two levels decision system for efficient planning and implementation of bioenergy production. Energy Convers Manage 48 (2007) 709-723
2. Ayoub N. A multilevel decision making strategy for designing and evaluating sustainable bioenergy supply chains. Process system engineering (2007), Tokyo Institute of Technology, Yokohama
3. Ayoub N, Wang K, Kagiyama T, Seki H, Naka Y. A planning support system for biomass-based power generation. In: European symposium on computer aided process engineering (ESCAPE, 16) and 9th international symposium on process systems engineering (PSE, 2006). Elsevier, Garmisch-Partenkirchen, Germany; 2006.
4. Dornburg V., Faaij A.P.C., and Meuleman B. Optimising waste treatment systems: part A: methodology and technological data for optimising energy production and economic performance. Resour Conserv Recycl 49 (2006) 68-88
5. Dornburg V., and Faaij A.P.C. Optimising waste treatment systems: part B: analyses and scenarios for The Netherlands. Resour Conserv Recycling 48 (2006) 227-248
6. Chen P.C., and Huang C.M. Biobjective power dispatch using goal-attainment method and adaptive polynomial networks. IEEE Trans Energy Convers 19 (2004) 741-747
7. Michaelwicz Z. Genetic algorithms + data structures = evolution programs (1992), Springer-Verlag, Berlin (New York)
8. Ip W.H., Li Y., Man K.F., and Tang K.S. Multi-product planning and scheduling using genetic algorithm approach. Comp Ind Eng 38 (2000) 283-296
9. Lee C.Y., Piramuthu S., and Tsai Y.K. Job shop scheduling with a genetic algorithm and machine learning. Int J Product Res 35 (1997) 1171-1191
10. Haupt R.L., and Haupt S.E. Practical genetic algorithms (2004), John Wiley & Sons Inc., Hoboken (New Jersey)
11. Jiao JR, Zhang Y, Wang Y. A heuristic genetic algorithm for product portfolio planning. Computers and operations research. In: Part special issue: Odysseus 2003 second international workshop on freight transportation logistics, vol. 34; 2007. p. 1777-99.
12. Goldberg D.E. Genetic algorithms in search optimization and machine learning (1989), Addison-Wesley, Reading (MA)
13. Tarca L.A., Grandjean B.P.A., and Larachi F. Integrated genetic algorithm-artificial neural network strategy for modeling important multiphase-flow characteristics. Ind Eng Chem Res 41 (2002) 2543-2551
14. Naso D., Turchiano B., and Meloni C. Single and multi-objective evolutionary algorithms for the coordination of serial manufacturing operations. J Intell Manuf 17 (2006) 251-270
15. Melanie M. An introduction to genetic algorithms (1998), The MIT Press, Cambridge, Massachusetts, London, England
16. Wihersaari M. Aspects on bioenergy as a technical measure to reduce energy related greenhouse gas emissions. In: Laboratory of Energy Engineering and Environmental Protection Department of Mechanical Engineering, Helsinki University of Technology, Helsinki; 2005c.
17. The MathWorks Inc., .
18. Wu X., Chu C.H., Wang Y., and Yan W. A genetic algorithm for cellular manufacturing design and layout. Eur J Oper Res 181 (2007) 156-167