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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 …
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
This paper provides an extensive review of the popular multi-objective optimization
algorithm NSGA-II for selected combinatorial optimization problems viz. assignment …
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
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 …
importance for human well-being. The challenge of meeting the growing human demands …
Linking urbanization and the environment: Conceptual and empirical advances
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 …
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
Spatial optimization is an interdisciplinary field dedicated to the scientific and rational
allocation of resources spatially, which has received tremendous attention across various …
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
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 …
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 …
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 …
sustainability has gradually become central to formulating urban development policies and …
Sustainable land use optimization using Boundary-based Fast Genetic Algorithm
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 …
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
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 …
properties of graphene oxide nano powder-deionized water/ethylene glycol nf, which is …