Multiobjective Evolutionary Algorithms

This cluster is dedicated to the study of evolutionary algorithms designed for solving multiobjective optimization problems. It encompasses performance evaluations and algorithmic improvements tailored to handling multiple objectives efficiently.

multiobjective optimization
evolutionary algorithms
performance analysis
algorithm improvement
optimizing parameters

1,632 papers

Parent topic: Evolutionary Multiobjective Optimization

AI-assisted content · The overview, paper groupings, and influence analysis on this page are AI-generated. They are intended as a starting point for exploring the field and may contain inaccuracies. Report an error

Papers Over Time

20042006200820102012201420162018202020222024

Top Papers

Running Time Analysis Of Multiobjective Evolutionary Algorithms On Pseudo-Boolean Functions

2004 · 142 citations

Using The Evolutionary Mating Algorithm For Optimizing Deep Learning Parameters For Battery State Of Charge Estimation Of Electric Vehicle

2023 · 23 citations

Adaptive Differential Evolution By Adjusting Subcomponent Crossover Rate For High-Dimensional Waveform Inversion

2015 · 22 citations

A Robust Real-Coded Evolutionary Algorithm With Toroidal Search Space Conversion

2004 · 16 citations

Simulation-based Evolutionary Method In Antenna Design Optimization

2010 · 15 citations

Evolutionary Random Sequence Generators Based On LFSR

2007 · 13 citations

GADE With Fitness-based Opposition And Tidal Mutation For Solving IEEE CEC2019 100-Digit Challenge

2019 · 8 citations

Evolutionary Algorithms For Synthesis Of Uniform Circular Array With Minimum Side Lobe Level And Maximum Directivity

2010 · 4 citations

Reference Point-Based Evolutionary Multi-Objective Optimization For Reversible Logic Circuit Synthesis

2014 · 2 citations

Optimization Of Test Engineering Utilizing Evolutionary Computation

2009 · 2 citations

Concept-Based Evolutionary Multi-Criteria Exploration Of Design Spaces Under Run-Time Limitation

2015 · 2 citations

EXIT-based Evolutionary Optimization Of Continuous Phase Modulation Waveforms

2017 · 1 citations

“Mini-Benchmarking” Approach To Optimize Evolutionary Methods Of Neural Architecture Search

2021 · 1 citations

End-to-end Evolutionary Neural Architecture Search For Microcontroller Units

2023 · 1 citations

On MSE-Optimal Circular Crossover Designs

2021 · 1 citations

Multi-objective Reversible Logic Gate-level Evolutionary Synthesis Using Multi-objective Adaptive Discrete Differential Evolution

2009 · 1 citations

2020 IEEE Congress On Evolutionary Computation (CEC)

0 · 0 citations

2022 IEEE Congress On Evolutionary Computation (CEC)

0 · 0 citations

2021 IEEE Congress On Evolutionary Computation (CEC)

0 · 0 citations

2023 IEEE Congress On Evolutionary Computation (CEC)

0 · 0 citations