A Multi-objective harmony-search algorithm for building life-cycle energy optimization

Construction Research Congress 2014: Construction in a Global Network - Proceedings of the 2014 Construction Research Congress

Volumn , Issue , 2014, Pages 484-493

  Asadi, Somayeh ^a  

^a TEXAS A AND M UNIVERSITY KINGSVILLE   (United States)

Author keywords

Life cycle analysis; Life cycle Cost; Multi objective optimization; Pareto front

Indexed keywords

CARBON DIOXIDE; COST BENEFIT ANALYSIS; ENVIRONMENTAL PROTECTION AGENCY; GREENHOUSE GASES; LEARNING ALGORITHMS; LIFE CYCLE; PARETO PRINCIPLE; RESEARCH;

BUILDING DESIGN PARAMETERS; ENVIRONMENTAL POLLUTIONS; LIFE CYCLE ANALYSIS; LIFECYCLE COSTS; MULTI-OBJECTIVE MODELING; MULTI-OBJECTIVE OPTIMIZATION MODELS; PARETO FRONT; PARETO OPTIMAL SOLUTIONS;

MULTIOBJECTIVE OPTIMIZATION;

EID: 84904674109     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1061/9780784413517.0050     Document Type: Conference Paper

References (24)

1. Basbagill, J., Flager,F., Lepech,M., Fischer,M. (2013). "Application Of Life-Cycle Assessment To Early Stage Building Design For Reduced Embodied Environmental Impacts." Building and Environment 60: 81-92.
2. Chantrelle, F. P., Lahmidi,H., Keilholz,W., Mankibi,M., Michel,P. (2011). "Development Of A Multicriteria Tool For Optimizing The Renovation Of Buildings." Applied Energy 88(4): 1386-1394.
3. Citherlet, S., Defaux,T. (2007). "Energy And Environmental Comparison Of Three Variants Of A Family House During Its Whole Life Span." Building and Environment 42(2): 591-598. (Pubitemid 44467718)
4. Diakaki, C., Grigoroudis,E., Kabelis,N., Kolokotsa,D., Kalaitzakis,K., Stavrakakis,G., A. (2010). "Multi-Objective Decision Model For The Improvement Of Energy Efficiency In Buildings." Energy 35(12): 5483-5496.
5. Dietz, A. (2004). Optimisation multicritére pour la conception d'ateliers discontinus multi produits: Aspects économique et environnemental. PhD, Institutnational polytechnique de Toulouse.
6. DOE, D. O. E. (2011). "EnergyPlus Input/Output Reference v6.0." from http://apps1.eere.energy.gov/buildings/energyplus/.
7. EIA, U. E. I. A. (2011). Annual Energy Outlook. DOE/EIA -0383.
8. Emissions & Generation Resource Integrated Database, A. d. from http://www.epa.gov/cleanenergy/egrid
9. Fesanghary, M., Asadi,S., Geem,Z.W. (2012). "Design Of Low-Emission And Energy-Efficient Residential Buildings Using A Multi-Objective Optimization Algorithm." Building and Environment 49: 245-250.
10. Geem, Z., Sim, KB. (2010). "Parameter-setting-free harmony search algorithm." Applied Mathematics and Computation 217(8): 3881-3889.
11. Geem, Z. W. (2006). "Optimal cost design of water distribution networks using harmony search." Engineering Optimization 38(3): 259-277.
12. Geem ZW, K. J., Loganathan G. (2001). "A new heuristic optimization algorithm:harmony search." Simulation 76(2): 60-68. (Pubitemid 32543074)
13. Gluch, P., Baumann,H. (2004). "The Life Cycle Costing (LCC) Approach: A Conceptual Discussion Of Its Usefulness For Environmental Decision-Making." Building and Environment 39(5): 571-580. (Pubitemid 38242199)
14. Hamdy, M., Hasan,A., Siren,k. (2011). "Applying A Multi-Objective Optimization Approach For Design Of Low-Emission Cost-Effective Dwellings." Building and Environment 46(1): 109-123.
15. K.S. Lee, Z. W. G. (2004). "A new structural optimization method based on the harmony search algorithm." Computers & Structures 82(9-10): 781-798.
16. Kusiak, A., Tang,F., Xu,G. (2011). "Multi-Objective Optimization Of HVAC System With An Evolutionary Computation Algorithm." Energy 36(5): 2440-2449.
17. Lee KS, G. Z. (2005). "A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice." Computer Methods in Applied Mechanics and Engineering 194(36-38): 3902-3933.
18. Magnier, L., Haghighat,F. (2010). "Multiobjective Optimization Of Building Design Using TRNSYS Simulations, Genetic Algorithm, And Artificial Neural Network." Building and Environment 45(3): 739-746.
19. Mahdavi, M., Fesanghary, M., Damangir, E. (2007). "An improved harmony search algorithm for solving optimization problems." Applied Mathematics and Computation 188(2): 1567-1579. (Pubitemid 46710046)
20. Milan, C., Bojesen,C., Nielsen,M.P. (2012). "A Cost Optimization Model For 100%Renewable Residential Energy Supply Systems." Energy 48(1): 118-127.
21. NOAA, N. O. a. A. A. (2012). Glossary. SimaPro (2010). T. N. P. Consultants.
22. Wang, W., Zmeureanu,R., Rivard,H. (2005). "Applying Multi-Objective Genetic Algorithms In Green Building Design Optimization." Building and Environment 40(11): 1512-1525. (Pubitemid 40959584)
23. Wright, J., Loosemore,H., Farmani,R. (2002). "Optimization Of Building Thermal Design And Control By Multi-Criterion Genetic Algorithm." Energy and Buildings 34(959-972
24. Z.W. Geem, J. H. K., G.V. Loganathan (2002). "Harmony search optimization: application to pipe network design." International Journal of Modelling & Simulation 22(2): 125-133. (Pubitemid 34732149)