An integrated genetic algorithm-machine learning approach for morphological optimization of high-rise residential districts in Yulin.

PLoS One · 2025 · PMC12404440 · PMID 40892765

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an increasing trendno p-value reported

As the optimization progresses, annual solar radiation shows an increasing trend within the range of 862.07 Wh/m2 to 917.43 Wh/m2, while the optimized summer UTCI value decreases from 25.49 to 25.38.

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an overall trendno p-value reported

Observing the fitness value curves for summer UTCI and annual solar radiation reveals fluctuations during optimization, with an overall trend toward better solution sets.

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