Search Results - "multiobjective optimization algorithms"

Transfer Learning-Based Dynamic Multiobjective Optimization Algorithms by Jiang, Min, Huang, Zhongqiang, Qiu, Liming, Huang, Wenzhen, Yen, Gary G.

“…One of the major distinguishing features of the dynamic multiobjective optimization problems (DMOPs) is that optimization objectives will change over time,…”
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Design of Synchronous Reluctance Motors With Multiobjective Optimization Algorithms by Cupertino, Francesco, Pellegrino, Gianmario, Gerada, Chris

“…The automatic design of synchronous reluctance (SyR) machines is considered in this paper by means of finite-element analysis and multiobjective optimization algorithms (MOOAs…”
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Multiobjective Optimization Algorithms for Wireless Sensor Networks by Kandris, Dionisis, Alexandridis, Alex, Dagiuklas, Tasos, Panaousis, Emmanouil, Vergados, Dimitrios D.

“…[...]the achievement of energy conservation is vital for WSNs to remain operational. Additionally, sensor nodes may be either static or mobile. [...]the…”
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Decomposition-Based Multiobjective Optimization Algorithms With Adaptively Adjusting Weight Vectors and Neighborhoods by Zhao, Qian, Guo, Yinan, Yao, Xiangjuan, Gong, Dunwei

“…The decomposition-based multiobjective optimization algorithm (MOEA/D) is an effective method of solving a multiobjective optimization problem (MOP…”
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Performance Assessment of Population-Based Multiobjective Optimization Algorithms Using Composite Indicators by Saborido, Ruben, Ruiz, Ana B., Gonzalez-Gallardo, Sandra, Luque, Mariano, Borrego, Antonio

“…The performance of population-based multiobjective optimization algorithms is usually evaluated using indicators assessing the quality of the approximation set generated according to convergence…”
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Intelligent Design and Simulation of High-Entropy Alloys via Machine Learning and Multiobjective Optimization Algorithms by Cao, Jian, Chen, Zian, Li, Haichao, Liu, Chang, He, Yutong, Zhang, Hongbin, Xu, Lina, Xiao, Hongping, He, Xiao, Fang, Guoyong

“…) that combines machine learning (ML), molecular dynamics (MD), and multiobjective optimization algorithm (MOOA…”
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Faster Convergence in Multiobjective Optimization Algorithms Based on Decomposition by Lavinas, Yuri, Ladeira, Marcelo, Aranha, Claus

“…The Resource Allocation approach (RA) improves the performance of MOEA/D by maintaining a big population and updating few solutions each generation. However,…”
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Inexact Exponential Penalty Function with the Augmented Lagrangian for Multiobjective Optimization Algorithms by Tougma, Appolinaire, Some, Kounhinir

“…This paper uses an augmented Lagrangian method based on an inexact exponential penalty function to solve constrained multiobjective optimization problems. Two…”
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Simultaneous Estimation of Soil Hydraulic and Thermal Properties Based on Multiobjective Optimization Algorithms by Zhang, Jiachen, Li, Na

“…Simultaneous simulations of liquid water, water vapor, and heat transport are essential for modeling unsaturated hydrological processes, especially in…”
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A Comparison of Three Uniquely Different State of the Art and Two Classical Multiobjective Optimization Algorithms as Applied to Electromagnetics by Nagar, Jogender, Werner, Douglas H.

“…This paper compares three modern and two classical multiobjective optimizers (MOOs) as applied to real-world problems in electromagnetics. The behavior of…”
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Dynamic Stability Enhancement of Wind Power Generation with Static VAR Compensator using Multiobjective Optimization Algorithms by Touti, Ezzeddine Salah, Fterich, Mohamed, Ali, Aamir

“…Renewable energy, particularly wind energy, is expected to contribute significantly to the overall power generation. Induction machines are extensively used as…”
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Comparison of Three Multiobjective Optimization Algorithms for Inverse Modeling of Vadose Zone Hydraulic Properties by Wohling, T, Vrugt, J.A, Barkle, G.F

“…Inverse modeling has become increasingly popular for estimating effective hydraulic properties across a range of spatial scales. In recent years, many…”
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Using multiobjective optimization algorithms and decision making support to solve polymer extrusion problems by Denysiuk, Roman, Recio, Gustavo, Covas, José António, Gaspar‐Cunha, António

“…Single screw extrusion is a major polymer processing operation. Its optimization is crucial for producing good quality products at suitable costs. This study…”
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The human-on-the-loop evaluation of multiobjective optimization algorithms for solving a real-world problem that integrates the food-energy-water nexus security and climate change vulnerability by Okola, Isaac, Ochieng, Daniel Orwa, Miriti, Evans Kirimi, Ong'isa, Gilbert Ouma

“…Human-on-the-loop (HOTL) evaluation enables decision-makers to provide qualitative insights that support standard performance metrics. While these metrics are…”
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Effects of axial profile on the main bearing performance of internal combustion engine and its optimization using multiobjective optimization algorithms by Ren, Peirong, Zuo, Zhengxing, Huang, Weiqing

“…The effects of axial profile parameters on the main bearing performance of the engine were investigated through the numerical method based on…”
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Impact of Number of Interactions, Different Interaction Patterns, and Human Inconsistencies on Some Hybrid Evolutionary Multiobjective Optimization Algorithms by Marquis, Jon, Gel, Esma S., Fowler, John W., Köksalan, Murat, Korhonen, Pekka, Wallenius, Jyrki

“…ABSTRACT We investigate the impact of the number of human–computer interactions, different interaction patterns, and human inconsistencies in decision maker…”
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Empirical Evaluation of Multiobjective Optimization Algorithms Searching for Higher Order Mutants by Nguyen, Quang Vu, Madeyski, Lech

“…First order mutation testing is used to evaluate the quality of a given set of test cases by inserting single changes into the program under test to produce…”
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MIJ2K Optimization using evolutionary multiobjective optimization algorithms by Bustamante, Alvaro Luis, Molina López, José M., Patricio, Miguel A.

“…► MOEAs are used in a video compression optimization. ► Quality and compression ratio are presented as competing objectives. ► Five decision variables or…”
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Application and comparison of hybrid evolutionary multiobjective optimization algorithms for solving task scheduling problem on heterogeneous systems by Chitra, P., Rajaram, R., Venkatesh, P.

“…Task scheduling problem in heterogeneous systems (TSPHS) is a multiobjective optimization problem (MOP). Multiobjective evolutionary algorithms (MOEA) are well…”
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Multiobjective optimization algorithms for motif discovery in DNA sequences by González-Álvarez, David L., Vega-Rodríguez, Miguel A., Rubio-Largo, Álvaro

“…Optimization techniques have become powerful tools for approaching multiple NP-hard optimization problems. In this kind of problem it is practically impossible…”
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