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Commenced in January 2007 Frequency: Monthly Edition: International Publications Count: 31172

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Optimisation of Structural Design by Integrating Genetic Algorithms in the Building Information Modelling Environment
Structural design and analysis is an important and time-consuming process, particularly at the conceptual design stage. Decisions made at this stage can have an enormous effect on the entire project, as it becomes ever costlier and more difficult to alter the choices made early on in the construction process. Hence, optimisation of the early stages of structural design can provide important efficiencies in terms of cost and time. This paper suggests a structural design optimisation (SDO) framework in which Genetic Algorithms (GAs) may be used to semi-automate the production and optimisation of early structural design alternatives. This framework has the potential to leverage conceptual structural design innovation in Architecture, Engineering and Construction (AEC) projects. Moreover, this framework improves the collaboration between the architectural stage and the structural stage. It will be shown that this SDO framework can make this achievable by generating the structural model based on the extracted data from the architectural model. At the moment, the proposed SDO framework is in the process of validation, involving the distribution of an online questionnaire among structural engineers in the UK.
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[1] S. Azhar, "Building information modeling (BIM): Trends, benefits, risks, and challenges for the AEC industry," Leadership and management in engineering, vol. 11, no. 3, pp. 241-252, 2011.
[2] V. Bazjanac, "Virtual building environments (VBE)-applying information modeling to buildings," August, vol. 29, p. 2009, 2006.
[3] S. G. C. D. V. M. P. Kirkpatrick, "Optimization by simulated annealing," science, vol. 220, no. 4598, pp. 671-680, 1983.
[4] N. O. Nawari, "BIM standard in off-site construction," Journal of Architectural Engineering, vol. 18, no. 2, pp. 107-113, 2012.
[5] McGraw-Hill Construction, "Smart Market Report: Building Information Modeling (BIM)—Transforming Design and Construction to Achieve Greater Industry Productivity," The McGraw-Hill Companies, New York. ISBN, New York, 2008.
[6] Gupta, A. Cemesova, C. J. Hopfe, Y. Rezgui and T. Sweet, "A conceptual framework to support solar PV simulation using an open-BIM data exchange standard," Automation in Construction, vol. 37, pp. 166-181, 2014.
[7] M. Eastman, C. Eastman, P. Teicholz and R. Sacks, BIM handbook: A guide to building information modeling for owners, managers, designers, engineers and contractors, John Wiley & Sons, 2011.
[8] W. Ikerd, "The importance of BIM in structural engineering," Struct. Mag, pp. 37-39, 2008.
[9] AECOM, "AECOM wins platinum BIM organizational award from the Building & Construction Authority of Singapore," AECOM, 2017. (Online). Available:
[10] S. Abrishami, J. S. Goulding, F. P. Rahimian and A. Ganah, "Integration of BIM and generative design to exploit AEC conceptual design innovation," Journal of Information Technology in Construction (ITcon), vol. 19, no. 21, pp. 350-359, 2014.
[11] S. J. Fenves, H. Rivard and N. Gomez, "SEED-Config: a tool for conceptual structural design in a collaborative building design environment," Artificial Intelligence in Engineering, vol. 14, no. 3, pp. 233-247, 2000.
[12] M. C. Neale, M. D. Hunter, J. N. Pritikin, M. Zahery, T. R. Brick, R. M. Kirkpatrick, R. Estabrook, T. C. Bates, H. H. Maes and S. M. Boker, "OpenMx 2.0: Extended structural equation and statistical modeling," Psychometrika, vol. 81, no. 2, pp. 535-549, 2016.
[13] O. P. Larsen and A. Tyas, Conceptual structural design: bridging the gap between architects and engineers, Thomas Telford, 2003.
[14] E. I. Jóhannesson, "Implementation of BIM," 2009.
[15] P. Ponterosso and D. S. Fox, "Heuristically seeded genetic algorithms applied to truss optimisation," Engineering with Computers, vol. 15, no. 4, pp. 345-355, 1999.
[16] P. Ponterosso and D. S. J. Fox, "Optimization of reinforced soil embankments by genetic algorithm," International journal for numerical and analytical methods in geomechanics, vol. 24, no. 4, pp. 425-433, 2000.
[17] R. Mora, H. Rivard and C. Bédard, "Computer representation to support conceptual structural design within a building architectural context," Journal of Computing in Civil Engineering, vol. 20, no. 2, pp. 76-87, 2006.
[18] L. Soibelman and F. Pena-Mora, "Distributed multi-reasoning mechanism to support conceptual structural design," Journal of Structural Engineering, vol. 126, no. 6, pp. 733-742, 2000.
[19] R. Mora, H. Rivard and C. Bédard, "Computer representation to support conceptual structural design within a building architectural context," Journal of Computing in Civil Engineering, vol. 20, no. 2, pp. 76-87, 2006.
[20] F. Gerold, K. Beucke and F. Seible, "Integrative structural design," Journal of Computing in Civil Engineering, vol. 26, no. 6, pp. 720-726, 2011.
[21] J. Farkas and K. Jármai, Design and optimization of metal structures, Elsevier, 2008.
[22] British Standards Institution, Eurocode: Basis of structural design, BSi, 2002.
[23] H.-G. Beyer and H.-P. Schwefel, "Evolution strategies–A comprehensive introduction," Natural computing, vol. 1, no. 1, pp. 3-52, 2002.
[24] U. Flemming and R. Woodbury, "Software environment to support early phases in building design (SEED): Overview," Journal of architectural engineering, vol. 1, no. 4, pp. 147-152, 1995.
[25] P. Olsson, Conceptual studies in structural design: pointSketch-a based approach for use in early stages of the architectural process, Chalmers University of Technology, 2006.
[26] L. Soibelman and F. Pena-Mora, "Distributed multi-reasoning mechanism to support conceptual structural design," Journal of Structural Engineering, vol. 126, no. 6, pp. 733-742, 2000.
[27] S. F. Bailey and I. F. Smith, "Case-based preliminary building design," Journal of Computing in Civil Engineering, vol. 8, no. 4, pp. 454-468, 1994.
[28] S. E. Lander, "Customizing distributed search among agents with heterogeneous knowledge," 1992.
[29] S. Talukdar, "A-teams: Multi-agent organizations for distributed iteration," 1992.
[30] M. L. Maher and A. Gomez de Silva Garza, "The adaptation of structural system designs using genetic algorithms," in Proceedings of the International Conference on Information Technology in Civil and Structural Engineering Design: Taking Stock and Future Directions, 1996.
[31] J. W. Creswell, Research design: Qualitative, quantitative, and mixed methods approaches, Sage publications, 2013.
[32] P. Ponterosso and D. Fox, "Going organic: using evolution in civils design," in Proceedings of the Institution of Civil Engineers-Civil Engineering, 2007.
[33] J. Farkas and K. Jármai, Design and optimization of metal structures, Elsevier, 2008.
[34] E. Goldberg and J. H. Holland, "Genetic algorithms and machine learning," Machine learning, vol. 3, no. 2, pp. 95-99, 1988.
[35] R. Storn and K. Price, "Differential evolution–a simple and efficient heuristic for global optimization over continuous spaces," Journal of global optimization, vol. 11, no. 4, pp. 341-359, 1997.
[36] M. Dorigo, G. Di Caro and L. M. Gambardella, "Ant algorithms for discrete optimization," Artificial life, vol. 5, no. 2, pp. 137-172, 1999.
[37] M. Dorigo, V. Maniezzo and A. Colorni, "Ant system: optimization by a colony of cooperating agents," IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics), vol. 26, no. 1, pp. 29-41, 1996.
[38] J. Kennedy and R. C. Eberhart, "A discrete binary version of the particle swarm algorithm," in 1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation, 1997.
[39] J. E. Hunt and D. E. Cooke, "Learning using an artificial immune system," Journal of network and computer applications, vol. 19, no. 2, pp. 189-212, 1996.
[40] G. Zong Woo, K. Joong Hoon and G. V. Loganathan, "A New Heuristic Optimization Algorithm: Harmony Search," SIMULATION, vol. 76, no. 2, pp. 60-68, 2001.
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