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Solving Expensive Optimization Problems in Dynamic Environments With Meta-Learning

IEEE transactions on cybernetics, 2024-08, Vol.PP, p.1-13

2024

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Theoretical analysis of entropy generation in multilayer insulations: A case study of performance optimization of variable density multilayer insulations for liquid hydrogen storage systems

International journal of hydrogen energy, 2024-10, Vol.85, p.175-190

2024

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Optimization of Desired Multiple Resonant Modes of Compliant Parallel Mechanism Using Specific Frequency Range and Targeted Ratios

Machines (Basel), 2024-08, Vol.12 (8), p.585

2024

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Optimal Operation of a Novel Small-Scale Power-to-Ammonia Cycle under Possible Disturbances and Fluctuations in Electricity Prices

Energies (Basel), 2024-08, Vol.17 (16), p.4171

2024

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A Mixed-Integer Dynamic and Stochastic Algae Process Optimization

IFAC-PapersOnLine, 2024, Vol.58 (2), p.44-48

2024

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Determination of Variable Humidity Profile for Lactic Acid Maximization in Fungal Solid-State Fermentation

Fermentation (Basel), 2024-08, Vol.10 (8), p.406

2024

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Promoting Objective Knowledge Transfer: A Cascaded Fuzzy System for Solving Dynamic Multiobjective Optimization Problems

IEEE transactions on fuzzy systems, 2024-08, p.1-15

2024

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Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization

IEEE transactions on evolutionary computation, 2024-08, p.1-1

2024

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An Improved Dynamic Robust Optimization Algorithm and Its Application in Optimal Scheduling of Integrated Energy System Considering Carbon Emission Reduction

IEEE access, 2024, Vol.12, p.115642-115656

2024

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An Adaptive Multi-Strategy Algorithm Based on Extent of Environmental Change for Dynamic Multiobjective Optimization

IEEE transactions on evolutionary computation, 2024-08, p.1-1

2024

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Dynamic Optimization of Chemical Looping Reforming Fixed Bed Reactor for Blue Hydrogen Production

IFAC-PapersOnLine, 2024, Vol.58 (14), p.482-487

2024

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The IGD-based prediction strategy for dynamic multi-objective optimization

Swarm and evolutionary computation, 2024-12, Vol.91, p.101713, Article 101713

2024

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Nonlinear multiobjective and dynamic real-time predictive optimization for optimal operation of baseload power plants under variable renewable energy

Optimal control applications & methods, 2022-01, Vol.44 (2)

2022

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An Adaptive Metaheuristic Framework for Changing Environments

2024 IEEE Congress on Evolutionary Computation (CEC), 2024, p.1-10

Ahmed, Bestoun S.

2024

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Dynamic Multi-Task Interactive Evolutionary Optimization Algorithm with Search Space Alignment

2024 IEEE Congress on Evolutionary Computation (CEC), 2024, p.01-08

2024

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Neural Network-Assisted Particle Swarm Dynamic Optimization

2024 IEEE Congress on Evolutionary Computation (CEC), 2024, p.1-8

2024

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Exchange Strategies for Multi-Colony Ant Algorithms in Dynamic Environments

2024 IEEE Congress on Evolutionary Computation (CEC), 2024, p.01-08

2024

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Evolutionary Dynamic Optimization-Based Calibration Framework for Agent-Based Financial Market Simulators

2024 IEEE Congress on Evolutionary Computation (CEC), 2024, p.01-08

2024

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Multi-Region Trend Prediction Strategy With Online Sequential Extreme Learning Machine for Dynamic Multi-Objective Optimization

IEEE transactions on emerging topics in computational intelligence, 2024-08, p.1-14

2024

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Complementarity-constrained predictive control for efficient gas-balanced hybrid power systems⁎⁎The Research Council of Norway funds this research through PETROSENTER LowEmission (project code 296207)

IFAC-PapersOnLine, 2024, Vol.58 (14), p.506-512

2024

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Integrated scheduling and control with closed-loop prediction⁎⁎Financial support from Research Excellence (ORF-RE) Award RE09-058 and McMaster Advanced Control Consortium (MACC)

IFAC-PapersOnLine, 2024, Vol.58 (14), p.640-645

2024

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Multi-Stage Transfer Learning Evolutionary Algorithm for Dynamic Multiobjective Optimization

2024 IEEE Congress on Evolutionary Computation (CEC), 2024, p.1-8

2024

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Dynamic switched crowding-based multi-objective particle swarm optimization algorithm for solving multi-objective AC-DC optimal power flow problem

Applied soft computing, 2024-11, Vol.166, p.112155, Article 112155

2024

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Dynamic Multi-Objective Optimization Time Series Ensemble Prediction Framework Based on Correlation Type Detection

2024 IEEE Congress on Evolutionary Computation (CEC), 2024, p.1-8

2024

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A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation

2024 IEEE Congress on Evolutionary Computation (CEC), 2024, p.1-8

2024

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Solving Expensive Optimization Problems in Dynamic Environments With Meta-Learning

Theoretical analysis of entropy generation in multilayer insulations: A case study of performance optimization of variable density multilayer insulations for liquid hydrogen storage systems

Optimization of Desired Multiple Resonant Modes of Compliant Parallel Mechanism Using Specific Frequency Range and Targeted Ratios

Optimal Operation of a Novel Small-Scale Power-to-Ammonia Cycle under Possible Disturbances and Fluctuations in Electricity Prices

A Mixed-Integer Dynamic and Stochastic Algae Process Optimization

Determination of Variable Humidity Profile for Lactic Acid Maximization in Fungal Solid-State Fermentation

Promoting Objective Knowledge Transfer: A Cascaded Fuzzy System for Solving Dynamic Multiobjective Optimization Problems

Spatial-Temporal Knowledge Transfer for Dynamic Constrained Multiobjective Optimization

An Improved Dynamic Robust Optimization Algorithm and Its Application in Optimal Scheduling of Integrated Energy System Considering Carbon Emission Reduction

An Adaptive Multi-Strategy Algorithm Based on Extent of Environmental Change for Dynamic Multiobjective Optimization

Dynamic Optimization of Chemical Looping Reforming Fixed Bed Reactor for Blue Hydrogen Production

The IGD-based prediction strategy for dynamic multi-objective optimization

Nonlinear multiobjective and dynamic real-time predictive optimization for optimal operation of baseload power plants under variable renewable energy

An Adaptive Metaheuristic Framework for Changing Environments

Dynamic Multi-Task Interactive Evolutionary Optimization Algorithm with Search Space Alignment

Neural Network-Assisted Particle Swarm Dynamic Optimization

Exchange Strategies for Multi-Colony Ant Algorithms in Dynamic Environments

Evolutionary Dynamic Optimization-Based Calibration Framework for Agent-Based Financial Market Simulators

Multi-Region Trend Prediction Strategy With Online Sequential Extreme Learning Machine for Dynamic Multi-Objective Optimization

Complementarity-constrained predictive control for efficient gas-balanced hybrid power systems⁎⁎The Research Council of Norway funds this research through PETROSENTER LowEmission (project code 296207)

Integrated scheduling and control with closed-loop prediction⁎⁎Financial support from Research Excellence (ORF-RE) Award RE09-058 and McMaster Advanced Control Consortium (MACC)

Multi-Stage Transfer Learning Evolutionary Algorithm for Dynamic Multiobjective Optimization

Dynamic switched crowding-based multi-objective particle swarm optimization algorithm for solving multi-objective AC-DC optimal power flow problem

Dynamic Multi-Objective Optimization Time Series Ensemble Prediction Framework Based on Correlation Type Detection

A Surrogate-Assisted Evolutionary Algorithm for Expensive Dynamic Multimodal Optimzation

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