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 …

[HTML][HTML] Multiobjective optimization for planning the service areas of smart parcel locker facilities in logistics last mile delivery

ZH Che, TA Chiang, YJ Luo - Mathematics, 2022 - mdpi.com
The planning of the location service areas of smart parcel locker facilities became a critical
aspect of logistics last mile delivery. In e-commerce, the efficiency of delivering merchandise …

[HTML][HTML] A survey on multi-objective, model-based, oil and gas field development optimization: Current status and future directions

A Rostamian, MB de Moraes, DJ Schiozer, GP Coelho - Petroleum Science, 2024 - Elsevier
In the area of reservoir engineering, the optimization of oil and gas production is a complex
task involving a myriad of interconnected decision variables sha** the production system's …

Enhanced Harris hawk optimizer for hydrothermal generation scheduling with cascaded reservoirs

A Kumar, JS Dhillon - Expert Systems with Applications, 2023 - Elsevier
The paper intends to propose an enhanced Harris hawk optimizer (EHHO) to solve the
highly constrained and non-linear multiobjective hydrothermal generation scheduling …

Optimisation of maintenance strategy of deteriorating bridges considering sustainability criteria

J Peng, Y Yang, H Bian, J Zhang… - Structure and …, 2022 - Taylor & Francis
Facing the contradiction between increasing maintenance demand and limited financial, as
well as smaller social and environmental impacts, the optimisation of bridge maintenance …

Crisscross optimization based short-term hydrothermal generation scheduling with cascaded reservoirs

H Yin, F Wu, X Meng, Y Lin, J Fan, A Meng - Energy, 2020 - Elsevier
Short-term hydrothermal generation scheduling (SHGS) considering various hydraulic and
electric constraints is a complex non-convex optimization problem. The coupling connection …

Modified NSGA-II for solving Bi-objective support unit location problem to assist roadside traffic survey with multi-stages

MVO Camara, T Ferrari, GM Ribeiro - Expert Systems with Applications, 2024 - Elsevier
Monitoring highways and obtaining traffic data are relevant for planning and programming
new investments. This data often comes from automatic counting stations or roadside traffic …

Multi-objective optimization of aerodynamic and erosion resistance performances of a high-pressure turbine

J Zhang, H Liu - Energy, 2023 - Elsevier
Focusing on a high-pressure turbine, this study conducts a multi-objective optimization
aimed to improve its aerodynamic and erosion resistance performances. With a self …

Design of warm solvent injection processes for heterogeneous heavy oil reservoirs: A hybrid workflow of multi-objective optimization and proxy models

Z Ma, JY Leung - Journal of Petroleum Science and Engineering, 2020 - Elsevier
Injection of warm solvent vapor into the formation is often considered as a cleaner
alternative for heavy oil production. However, the design of relevant operational conditions …