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Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency for Many Objectives

IEEE transactions on evolutionary computation, 2024-10, Vol.28 (5), p.1442-1454

2024

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Optimal design of an LCC-S WPT3 Z1 SAE J2954 compliant system, using NSGA-II with nested genetic algorithms for simultaneous local optimization

Applied energy, 2024-08, Vol.367, p.123369, Article 123369

2024

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Fractional-order load-frequency control of interconnected power systems using chaotic multi-objective optimization

Applied soft computing, 2015-04, Vol.29, p.328-344

2015

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Healthcare prognosis: GradiLearn-driven elitist genetic algorithm for disease predictions

Communications in Mathematical Biology and Neuroscience, 2024

2024

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An innovative NSGA-II-based Byzantine Fault Tolerant solution for software defined network environments

Computer networks (Amsterdam, Netherlands : 1999), 2024-12, Vol.254, p.110819, Article 110819

2024

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Thermodynamic and thermo-economic analysis and optimization of an irreversible regenerative closed Brayton cycle

Energy conversion and management, 2015-04, Vol.94, p.124-129

2015

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A First Runtime Analysis of the NSGA-II on a Multimodal Problem

IEEE transactions on evolutionary computation, 2023-10, Vol.27 (5), p.1-1

2023

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Malicious code detection based on CNNs and multi-objective algorithm

Journal of parallel and distributed computing, 2019-07, Vol.129, p.50-58

2019

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Comparison of multi-objective and single objective calibration for SWAT model: a case study on Musi river basin, India

ISH journal of hydraulic engineering, 2023-10, Vol.29 (5), p.714-721

2023

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Simulation and multi‐objective optimization of a fixed bed catalytic reactor to produce hydrogen using ethanol steam reforming

International journal of energy research, 2019-07, Vol.43 (9), p.4580-4591

2019

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Optimum number of cascade cells for multilevel inverter considering redundancy strategies based on cost and reliability optimization

IET generation, transmission & distribution, 2023-10, Vol.17 (19), p.4423-4436

2023

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Nanofluids as coolant in a shell and tube heat exchanger: ANN modeling and multi-objective optimization

Applied mathematics and computation, 2020-01, Vol.365, p.124710, Article 124710

Hojjat, Mohammad

2020

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Statistical and artificial based optimization on thermo-physical properties of an oil based hybrid nanofluid using NSGA-II and RSM

Physica A, 2020-01, Vol.537, p.122126, Article 122126

2020

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Optimal time-jerk trajectory planning for industrial robots

Mechanism and machine theory, 2018-03, Vol.121, p.530-544

2018

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Multiobjective optimization of building energy consumption and thermal comfort based on integrated BIM framework with machine learning-NSGA II

Energy and buildings, 2022-12, Vol.277, p.112479, Article 112479

2022

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Data-driven configuration optimization of an off-grid wind/PV/hydrogen system based on modified NSGA-II and CRITIC-TOPSIS

Energy conversion and management, 2020-07, Vol.215, p.112892, Article 112892

2020

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A multi-objective optimization approach for sustainable and personalized trip planning: A self-adaptive evolutionary algorithm with case study

Expert systems with applications, 2025-02, Vol.261, p.125412, Article 125412

2025

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A new approach for assessing the assembled vulnerability of coastal aquifers based on optimization models

Journal of hydrology (Amsterdam), 2023-10, Vol.625, p.130084, Article 130084

2023

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PV-hosting-capacity enhancement and power-quality improvement through multiobjective reconfiguration of harmonic-polluted distribution systems

International journal of electrical power & energy systems, 2022-09, Vol.140, p.107972, Article 107972

2022

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An RF and LSSVM–NSGA-II method for the multi-objective optimization of high-performance concrete durability

Cement & concrete composites, 2022-05, Vol.129, p.104446, Article 104446

2022

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Performance analysis and optimization of a novel vehicular power system based on HT-PEMFC integrated methanol steam reforming and ORC

Energy (Oxford), 2022-10, Vol.257, p.124729, Article 124729

2022

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Ecological function performance analysis and multi-objective optimization for an endoreversible four-reservoir chemical pump

Energy (Oxford), 2023-11, Vol.282, p.128717, Article 128717

2023

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Exploring synergistic benefits of Water-Food-Energy Nexus through multi-objective reservoir optimization schemes

The Science of the total environment, 2018-08, Vol.633, p.341-351

2018

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Multi-objective optimization of laminated composite beam structures using NSGA-II algorithm

Composite structures, 2017-05, Vol.168, p.498-509

2017

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Machine learning modeling of polycarbonate ultrafiltration membranes at different temperatures, Al2O3 nanoparticle volumes, and water ratios

Chemosphere (Oxford), 2023-02, Vol.313, p.137424-137424, Article 137424

2023

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Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency for Many Objectives

Optimal design of an LCC-S WPT3 Z1 SAE J2954 compliant system, using NSGA-II with nested genetic algorithms for simultaneous local optimization

Fractional-order load-frequency control of interconnected power systems using chaotic multi-objective optimization

Healthcare prognosis: GradiLearn-driven elitist genetic algorithm for disease predictions

An innovative NSGA-II-based Byzantine Fault Tolerant solution for software defined network environments

Thermodynamic and thermo-economic analysis and optimization of an irreversible regenerative closed Brayton cycle

A First Runtime Analysis of the NSGA-II on a Multimodal Problem

Malicious code detection based on CNNs and multi-objective algorithm

Comparison of multi-objective and single objective calibration for SWAT model: a case study on Musi river basin, India

Simulation and multi‐objective optimization of a fixed bed catalytic reactor to produce hydrogen using ethanol steam reforming

Optimum number of cascade cells for multilevel inverter considering redundancy strategies based on cost and reliability optimization

Nanofluids as coolant in a shell and tube heat exchanger: ANN modeling and multi-objective optimization

Statistical and artificial based optimization on thermo-physical properties of an oil based hybrid nanofluid using NSGA-II and RSM

Optimal time-jerk trajectory planning for industrial robots

Multiobjective optimization of building energy consumption and thermal comfort based on integrated BIM framework with machine learning-NSGA II

Data-driven configuration optimization of an off-grid wind/PV/hydrogen system based on modified NSGA-II and CRITIC-TOPSIS

A multi-objective optimization approach for sustainable and personalized trip planning: A self-adaptive evolutionary algorithm with case study

A new approach for assessing the assembled vulnerability of coastal aquifers based on optimization models

PV-hosting-capacity enhancement and power-quality improvement through multiobjective reconfiguration of harmonic-polluted distribution systems

An RF and LSSVM–NSGA-II method for the multi-objective optimization of high-performance concrete durability

Performance analysis and optimization of a novel vehicular power system based on HT-PEMFC integrated methanol steam reforming and ORC

Ecological function performance analysis and multi-objective optimization for an endoreversible four-reservoir chemical pump

Exploring synergistic benefits of Water-Food-Energy Nexus through multi-objective reservoir optimization schemes

Multi-objective optimization of laminated composite beam structures using NSGA-II algorithm

Machine learning modeling of polycarbonate ultrafiltration membranes at different temperatures, Al2O3 nanoparticle volumes, and water ratios

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