Landscape Design for Improved Thermal Environment: An Optimized Tree Arrangement Design for Climate-Responsive Outdoor Spaces in Residential Buildings Complexes

TL;DR: This study integrates GIS and multi-criteria analysis to identify suitable locations for Nature-Based Solutions (NBS) in urban stormwater management, prioritizing NBS with high ecosystem benefits and considering socio-economic factors in a tropical urban lake in Brazil.

TL;DR: This study optimizes atrium-centered natural ventilation in a science museum and library, proposing roof design models and indoor air conditioning control strategies to achieve 46.54% energy savings and enhance thermal comfort in large public buildings.

TL;DR: Experimental results have demonstrated that MOEA/D with simple decomposition methods outperforms or performs similarly to MOGLS and NSGA-II on multiobjective 0-1 knapsack problems and continuous multiobjectives optimization problems.

TL;DR: A reference-point-based many-objective evolutionary algorithm that emphasizes population members that are nondominated, yet close to a set of supplied reference points is suggested that is found to produce satisfactory results on all problems considered in this paper.

TL;DR: A fresh treatment is introduced that classifies and discusses existing work within three rational aspects: what and how EA components contribute to exploration and exploitation; when and how Exploration and exploitation are controlled; and how balance between exploration and exploited is achieved.

TL;DR: A unified paradigm, which combines dominance- and decomposition-based approaches, for many-objective optimization, is suggested, which shows highly competitive performance on all the constrained optimization problems.