Automatic design optimization of landscape space based on improved genetic algorithm in tropical environment

Arora A, Arabameri A, Pandey M, Siddiqui MA, Shukla UK, Bui DT et al (2021) Optimization of state-of-the-art fuzzy-metaheuristic ANFIS-based machine learning models for flood susceptibility prediction mapping in the Middle Ganga Plain India. Sci Total Environ 750:141565

Bady M, Kato S, Huang H (2008) Towards the application of indoor ventilation efficiency indices to evaluate the air quality of urban areas. Build Environ 43(12):1991–2004

D R. Evolutionary Principles applied to Problem Solving using Galapagos. 2010: 2010.

Fan Z, Liu M, Tang S (2022) A multi-objective optimization design method for gymnasium facade shading ratio integrating energy load and daylight comfort. Build Environ 207:108527

Pingan G (2014) Preliminary study on Urban climate map for humid and hot areas in the context of suitable rapid urbanization. South China University of Technology

Le-Thanh L, Le-Duc T, Ngo-Minh H, Nguyen QH, Nguyen-Xuan H (2021) Optimal design of an Origami-inspired kinetic façade by balancing composite motion optimization for improving daylight performance and energy efficiency. Energy 219:119557

Li X, Liu C, Leung D (2005) Development of a model for the determination of air exchange rates for street canyons. Atmos Environ 39(38):7285–7296

Li XF, Zhang ZQ, Lin BR et al (2003) Experimental study of microclimate in enclosed residential communities. J Tsinghua Univ (natural Sci Ed) 12:1638–1641

Lopes MD, da Silva GBL (2021) An efficient simulation-optimization approach based on genetic algorithms and hydrologic modeling to assist in identifying optimal low impact development designs. Landsc Urban Plan 216:104251

Ramponi R, Blocken B, de Coo LB et al (2015) CFD simulation of outdoor ventilation of generic urban configurations with different urban densities and equal and unequal street widths. Build Environ 92:152–166

Ren C, Wu E, Katschner B (2013) Application of Urban environmental climate information in German Urban planning and its implications. International Urban Planning. 2013(04):91–99

Ren C, Wu E (2012) Urban environmental climate map: an information system tool for sustainable urban planning. Construction Industry Press, Beijing

Skote M, Sandberg M, Westerberg U et al (2005) Numerical and experimental studies of wind environment in an urban morphology. Atmos Environ 39(33):6147–6158

Wu Y, Guo W, Yang D (2021) Application of neural network model based on multispecies evolutionary genetic algorithm to planning and design of diverse plant landscape. Comput Intell Neurosci

Zhu Y (2014) Research on the evaluation method of wind environment in Urban planning and design. Southeast University

Zhuang Z, Yu YB, Ye H et al (2014) Research status of CFD simulation technology for outdoor wind environment of buildings. Build Sci 02:108–114