ALGORITHMIC GOVERNANCE IN THE REAL ESTATE AND TDR EXCHANGE OF INDIA: A STATISTICAL FRAMEWORK FOR REGULATING URBAN INFRASTRUCTURE DEVELOPMENT
DOI:
https://doi.org/10.29121/shodhkosh.v5.i5.2024.2166Keywords:
Algorithmic Governance, TDR Exchange, Dynamic Pricing, Urban Infrastructure Development, Sustainability in Real EstateAbstract [English]
This paper presents a mathematical framework for algorithmic governance within the context of the Real Estate and Transferable Development Rights (TDR) Exchange of India, addressing the challenges of urban infrastructure development. The model incorporates key components such as dynamic pricing, compliance enforcement, and optimal resource allocation, which are designed to regulate TDR transactions efficiently, transparently, and sustainably. By developing a dynamic pricing mechanism that adapts to market demand, supply, compliance with regulations, and environmental sustainability factors, this framework ensures that TDRs are allocated to areas with the highest redevelopment potential.
The framework integrates regulatory enforcement mechanisms that monitor adherence to urban planning regulations and impose dynamic penalties on non-compliance. The pricing model adjusts based on the demand-supply gap and local environmental constraints, encouraging sustainable urban growth. The paper also explores a multi-objective optimization approach to TDR allocation, ensuring that redevelopment potential is maximized while maintaining environmental thresholds. The proposed algorithmic model provides a scalable solution to urban infrastructure challenges, promoting balanced growth and sustainable resource utilization in Indian cities.
References
He CC, Su XQ, Bu XQ, Xie Z. Urbanization and environmental sustainable development. Adv Mat Res. 2015 Mar;1092–1093:1629–33. DOI: https://doi.org/10.4028/www.scientific.net/AMR.1092-1093.1629
Abukhater A. Smart and connected infrastructure through sustainable urban management: balancing economic development and environmental protection goals. In: Shehata M, Rodrigues F, editors. Project Management and BIM for Sustainable Modern Cities: Proceedings of the 2nd GeoMEast International Congress and Exhibition on Sustainable Civil Infrastructures, Egypt 2018 – The Official International Congress of the Soil-Structure Interaction Group in Egypt (SSIGE). Cham: Springer International Publishing; 2019. p. 239–48. DOI: https://doi.org/10.1007/978-3-030-01905-1_13
Davoudi S, Sturzaker J. Urban form, policy packaging and sustainable urban metabolism. Resources, Conservation and Recycling. 2017 May;120:55–64. DOI: https://doi.org/10.1016/j.resconrec.2017.01.011
optimization. Proceedings of KarRC of RAS. 2016 Sep 1;(08):55.
Aina YA, Wafer A, Ahmed F, Alshuwaikhat HM. Top-down sustainable urban development? Urban governance transformation in Saudi Arabia. Cities. 2019 Jul;90:272–81. DOI: https://doi.org/10.1016/j.cities.2019.03.003
Li H, Chai W. Research of resources allocation model in emergency decision of incidents. 2015 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). IEEE; 2015. p. 148–51. DOI: https://doi.org/10.1109/WI-IAT.2015.259
Hu X-B, Wang M, Ye T, Shi P. A new method for resource allocation optimization in disaster reduction and risk governance. Int J Disaster Risk Sci. 2016 Jun;7(2):138–50. DOI: https://doi.org/10.1007/s13753-016-0089-2
van Stigt R, Driessen PPJ, Spit TJM. A window on urban sustainability. Environ Impact Assess Rev. 2013 Sep;42:18–24. DOI: https://doi.org/10.1016/j.eiar.2013.04.002
Echevarría Icaza L, van den Dobbelsteen A, van der Hoeven F. Integrating urban heat assessment in urban plans. Sustainability. 2016 Mar 30;8(4):320. DOI: https://doi.org/10.3390/su8040320
Li X, Wang W, Li X, Xu Y. Ability measurement of urban traffic sustainable development in china. In: Peng Q, Wang KCP, Liu X, Chen B, editors. ICTE 2015. Reston, VA: American Society of Civil Engineers; 2015. p. 2806–20. DOI: https://doi.org/10.1061/9780784479384.358
Siegel FR. Master plans to meet basic public health needs for projected growth in urban populations. Cities and Mega-Cities. Cham: Springer International Publishing; 2019. p. 79–88. DOI: https://doi.org/10.1007/978-3-319-93166-1_7
Wang C, Wang Z-H. Projecting population growth as a dynamic measure of regional urban warming. Sustainable Cities and Society. 2017 Jul;32:357–65. DOI: https://doi.org/10.1016/j.scs.2017.04.010
Khelifa B, Laouar MR. Urban projects planning by multi-objective ant colony optimization algorithm. Proceedings of the 8th International Conference on Information Systems and Technologies - ICIST ’18. New York, New York, USA: ACM Press; 2018. p. 1–6. DOI: https://doi.org/10.1145/3200842.3200856
Muchadenyika D, Williams JJ. Social change: urban governance and urbanization in zimbabwe. Urban Forum. 2016 Sep;27(3):253–74. DOI: https://doi.org/10.1007/s12132-016-9278-8
Jacobi PR, Peres UD. Urban environmental management and governance. disP - The Planning Review. 2016 Apr 2;52(2):26–34. DOI: https://doi.org/10.1080/02513625.2016.1195580
Smit W. Urban governance in africa: an overview. poldev. 2018 Oct 1;10 | 2018(10):55–77. DOI: https://doi.org/10.4000/poldev.2637
Linkous ER. Transfer of development rights and urban land markets. Environ Plan A. 2017 May;49(5):1122–45. DOI: https://doi.org/10.1177/0308518X16686794
Kickert CC, Pont MB, Nefs M. Surveying density, urban characteristics, and development capacity of station areas in the delta metropolis. Environ Plann B Plann Des. 2014 Feb;41(1):69–92. DOI: https://doi.org/10.1068/b39020
Wang B, Tian L, Yao Z. Institutional uncertainty, fragmented urbanization and spatial lock-in of the peri-urban area of China: A case of industrial land redevelopment in Panyu. Land use policy. 2018 Mar;72:241–9. DOI: https://doi.org/10.1016/j.landusepol.2017.12.054
Wei YD, Ye X. Urbanization, urban land expansion and environmental change in China. Stoch Environ Res Risk Assess. 2014 May;28(4):757–65. DOI: https://doi.org/10.1007/s00477-013-0840-9
Zoran M, Savastru R, Savastru D. Analysis of environmental impacts in urban areas by geospatial data. 2013 Sixth International Conference on Developments in eSystems Engineering. IEEE; 2013. p. 33–8. DOI: https://doi.org/10.1109/DeSE.2013.15
Shih M, Chiang Y-H, Chang HB. Where does floating TDR land? An analysis of location attributes in real estate development in Taiwan. Land use policy. 2019 Mar;82(82):832–40. DOI: https://doi.org/10.1016/j.landusepol.2018.12.029
Fitzgerald M, Hansen DJ, McIntosh W, Slade BA. Urban land: price indices, performance, and leading indicators. J Real Estate Finan Econ. 2019 Feb 21;1–24.
Hasshim SA, Rahman AA, Khalid MMd, Samad AM. Urban development pressure towards challenges in ensuring sustainable tourism development. 2015 IEEE International Conference on Control System, Computing and Engineering (ICCSCE). IEEE; 2015. p. 574–9. DOI: https://doi.org/10.1109/ICCSCE.2015.7482250
Rogatnev YM, Scherba VN, Nazarova OS, Filippova TA, Dolmatova ON. Spatio-Temporal Zoning of the Urban Lands’ Functioning for Ensuring the Sustainable Development of the City. J Environ Manag Tour. 2019 May 19;10(1):210. DOI: https://doi.org/10.14505//jemt.10.1(33).21
Liu Z, Zhang J, Golubchikov O. Edge-Urbanization: Land Policy, Development Zones, and Urban Expansion in Tianjin. Sustainability. 2019 May 1;11(9):2538. DOI: https://doi.org/10.3390/su11092538
Rouanet H, Halbert L. Leveraging finance capital: Urban change and self-empowerment of real estate developers in India. Urban Studies. 2016 May;53(7):1401–23. DOI: https://doi.org/10.1177/0042098015585917
Sanfelici D, Halbert L. Financial market actors as urban policy-makers: the case of real estate investment trusts in Brazil. Urban Geogr. 2019 Jan 2;40(1):83–103. DOI: https://doi.org/10.1080/02723638.2018.1500246
Teicher HM. Practices and pitfalls of competitive resilience: Urban adaptation as real estate firms turn climate risk to competitive advantage. Urban Climate. 2018 Sep;25:9–21. DOI: https://doi.org/10.1016/j.uclim.2018.04.008
Li J, Qiu R, Li K, Xu W. Informal land development on the urban fringe. Sustainability. 2018 Jan 9;10(2):128. DOI: https://doi.org/10.3390/su10010128
Bruno EM, Jessoe K. Using price elasticities of water demand to inform policy. Annu Rev Resour Economics. 2021 Oct 5;13(1). DOI: https://doi.org/10.1146/annurev-resource-110220-104549
Zhou D, Yu X, Herzfeld T. Dynamic food demand in urban China. China Ag Economic Review. 2015 Feb 2;7(1):27–44. DOI: https://doi.org/10.1108/CAER-02-2014-0016
Obeng-Odoom F. Urban governance in africa today: reframing, experiences, and lessons. Growth Change. 2017 Mar;48(1):4–21. DOI: https://doi.org/10.1111/grow.12164
Liang X, Yuan Q, Tan X, Li Z. Territorialization of urban villages in China: The case of Guangzhou. Habitat Int. 2018 Aug;78:41–50. DOI: https://doi.org/10.1016/j.habitatint.2018.05.009
Burton P. Is urban planning in australia hindered by poor metropolitan governance? Urban Science. 2017 Nov 25;1(4):34. DOI: https://doi.org/10.3390/urbansci1040034
Maynard V, Parker E, Yoseph-Paulus R, Garcia D. Urban planning following humanitarian crises: supporting urban communities and local governments to take the lead. Environ Urban. 2017 Oct 3;30(1):095624781773272. DOI: https://doi.org/10.1177/0956247817732727
Ahluwalia IJ. Urban governance in India. J Urban Aff. 2019 Jan 2;41(1):83–102. DOI: https://doi.org/10.1080/07352166.2016.1271614
Lieser K, Groh AP. The determinants of international commercial real estate investment. SSRN Journal. 2011;48(4):611–59. DOI: https://doi.org/10.1007/s11146-012-9401-0
Li K, Ma Z, Zhang G. Evaluation of the Supply-Side Efficiency of China’s Real Estate Market: A Data Envelopment Analysis. Sustainability. 2019 Jan 8;11(1):288. DOI: https://doi.org/10.3390/su11010288
Dong J, Li X, Li W, Dong Z. Segmentation of Chinese Urban Real Estate Market: A Demand-Supply Distribution Perspective. Ann Data Sci. 2015 Dec;2(4):453–69. DOI: https://doi.org/10.1007/s40745-015-0057-5
Haque A, Asami Y. Optimizing urban land use allocation for planners and real estate developers. Comput Environ Urban Syst. 2014 Jul;46:57–69. DOI: https://doi.org/10.1016/j.compenvurbsys.2014.04.004
Lee S, Choi J. The impact of micro urban space structure on land price of commercial real estate. Spat Inf Res. 2017 Apr;25(2):181–94. DOI: https://doi.org/10.1007/s41324-017-0091-9
Lai LWC, Lorne FT. Sustainable urban renewal and built heritage conservation in a global real estate revolution. Sustainability. 2019 Feb 6;11(3):850. DOI: https://doi.org/10.3390/su11030850
Wang W-C, Chang Y-J, Wang H-C. An application of the spatial autocorrelation method on the change of real estate prices in taitung city. ISPRS Int J Geoinf. 2019 May 29;8(6):249. DOI: https://doi.org/10.3390/ijgi8060249
Changbin W, Yuan D, Xinxin Z. Three-dimensional data modeling of real estate objects in China. J Geogr Syst. 2019 May 6;1–18.
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