A comprehensive survey on NSGA-II for multi-objective optimization and applications

H Ma, Y Zhang, S Sun, T Liu, Y Shan - Artificial Intelligence Review, 2023 - Springer
In the last two decades, the fast and elitist non-dominated sorting genetic algorithm (NSGA-
II) has attracted extensive research interests, and it is still one of the hottest research …

A comprehensive review on NSGA-II for multi-objective combinatorial optimization problems

S Verma, M Pant, V Snasel - IEEE access, 2021 - ieeexplore.ieee.org
This paper provides an extensive review of the popular multi-objective optimization
algorithm NSGA-II for selected combinatorial optimization problems viz. assignment …

Towards systematic analyses of ecosystem service trade-offs and synergies: Main concepts, methods and the road ahead

AF Cord, B Bartkowski, M Beckmann, A Dittrich… - Ecosystem …, 2017 - Elsevier
Ecosystem services (ES), the benefits that humans obtain from nature, are of great
importance for human well-being. The challenge of meeting the growing human demands …

Linking urbanization and the environment: Conceptual and empirical advances

X Bai, T McPhearson, H Cleugh… - Annual review of …, 2017 - annualreviews.org
Urbanization is one of the biggest social transformations of modern time, driving and driven
by multiple social, economic, and environmental processes. The impacts of urbanization on …

[HTML][HTML] Revisiting spatial optimization in the era of geospatial big data and GeoAI

K Cao, C Zhou, R Church, X Li, W Li - International Journal of Applied Earth …, 2024 - Elsevier
Spatial optimization is an interdisciplinary field dedicated to the scientific and rational
allocation of resources spatially, which has received tremendous attention across various …

[HTML][HTML] Multi-objective urban land use optimization using spatial data: A systematic review

MM Rahman, G Szabó - Sustainable Cities and Society, 2021 - Elsevier
Land use optimization is a promising approach to achieve urban sustainability. Despite the
increasing number of literature on land use optimization, a little investigation is made to …

[HTML][HTML] Dynamic characteristics and responses of ecosystem services under land use/land cover change scenarios in the Huangshui River Basin, China

P Wang, R Li, D Liu, Y Wu - Ecological Indicators, 2022 - Elsevier
High-intensity human activities have changed land use/land cover (LULC) patterns in the
Huangshui River Basin (HRB), which has brought significant challenges to ecosystems …

A new approach to land use optimization and simulation considering urban development sustainability: A case study of Bortala, China

Z Wang, Y Gao, X Wang, Q Lin, L Li - Sustainable Cities and Society, 2022 - Elsevier
Sustainable development is a commonly pursued goal worldwide, and assessing urban
sustainability has gradually become central to formulating urban development policies and …

Sustainable land use optimization using Boundary-based Fast Genetic Algorithm

K Cao, B Huang, S Wang, H Lin - Computers, Environment and Urban …, 2012 - Elsevier
Under the notion of sustainable development, a heuristic method named as the Boundary-
based Fast Genetic Algorithm (BFGA) is developed to search for optimal solutions to a land …

Multi-objective optimization of thermophysical properties GO powders-DW/EG Nf by RSM, NSGA-II, ANN, MLP and ML

MK Amiri, SPG Zaferani, MRS Emami, S Zahmatkesh… - Energy, 2023 - Elsevier
In this study, prediction, modeling, and optimization have been performed for four TPH
properties of graphene oxide nano powder-deionized water/ethylene glycol nf, which is …