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Performance Metric Ensemble for Multiobjective Evolutionary Algorithms

https://doi.org/10.1109/tevc.2013.2240687
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Pareto simulated annealing—a metaheuristic technique for multiple‐objective combinatorial optimization
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Indicator-Based Selection in Multiobjective Search
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Bagging predictors
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Stacked generalization
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Evolutionary Algorithms for Multi-Objective Optimization: Performance Assessments and Comparisons
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Bagging Predictors
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Measures of Diversity in Classifier Ensembles and Their Relationship with the Ensemble Accuracy
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The random subspace method for constructing decision forests
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No free lunch theorems for optimization
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A fast and elitist multiobjective genetic algorithm: NSGA-II
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On measuring multiobjective evolutionary algorithm performance
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On metrics for comparing nondominated sets
inferredcites →https://doi.org/10.1109/cec.2002.1007032openalex-snapshot
Scalable multi-objective optimization test problems
inferredcites →https://doi.org/10.1109/cec.2007.4424864openalex-snapshot
Constraint handling in multi-objective evolutionary optimization
inferredcites →https://doi.org/10.1109/mcas.2006.1688199openalex-snapshot
Ensemble based systems in decision making
inferredcites →https://doi.org/10.1109/tevc.2003.810068openalex-snapshot
Dynamic multiobjective evolutionary algorithm: adaptive cell-based rank and density estimation
inferredcites →https://doi.org/10.1109/tevc.2003.810758openalex-snapshot
Performance assessment of multiobjective optimizers: an analysis and review
inferredcites →https://doi.org/10.1109/tevc.2005.846817openalex-snapshot
A Generic Framework for Constrained Optimization Using Genetic Algorithms
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A review of multiobjective test problems and a scalable test problem toolkit
inferredcites →https://doi.org/10.1109/tevc.2007.892759openalex-snapshot
MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition
inferredcites →https://doi.org/10.1109/tevc.2008.2009031openalex-snapshot
Dynamic Evolutionary Algorithm With Variable Relocation
inferredcites →https://doi.org/10.1109/tevc.2008.2009032openalex-snapshot
Constraint Handling in Multiobjective Evolutionary Optimization
inferredcites →https://doi.org/10.1109/tevc.2008.920671openalex-snapshot
A Competitive-Cooperative Coevolutionary Paradigm for Dynamic Multiobjective Optimization
inferredcites →https://doi.org/10.1109/tevc.2008.925798openalex-snapshot
Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II
inferredcites →https://doi.org/10.1109/tevc.2009.2016569openalex-snapshot
On Set-Based Multiobjective Optimization
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An Adaptive Penalty Formulation for Constrained Evolutionary Optimization
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Dynamic Multiple Swarms in Multiobjective Particle Swarm Optimization
inferredcites →https://doi.org/10.1109/tsmcb.2008.925757openalex-snapshot
PSO-Based Multiobjective Optimization With Dynamic Population Size and Adaptive Local Archives
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A New Evolutionary Algorithm for Solving Many-Objective Optimization Problems
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Cultural-Based Multiobjective Particle Swarm Optimization
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Metrics for Quality Assessment of a Multiobjective Design Optimization Solution Set
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Theory of the hypervolume indicator
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Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
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Boosting the margin: a new explanation for the effectiveness of voting methods
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Correction to: ``Bayesian model averaging: a tutorial'' [Statist. Sci. 14 (1999), no. 4, 382--417; MR 2001a:62033]
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SPEA2: Improving the strength pareto evolutionary algorithm

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Ranking Multi-Objective Evolutionary Algorithms using a chess rating system with Quality Indicator ensemble
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Improving Algorithm Response to Preference Changes in Multiobjective Optimisation Using Archives
inferred← citeshttps://doi.org/10.1109/cec.2019.8790064openalex-snapshot
Ensemble Classifier Optimization by Reducing Input Features and Base Classifiers
inferred← citeshttps://doi.org/10.1109/cec60901.2024.10611889openalex-snapshot
Reference Vector Guided Variables Selection for Expensive Large-Scale Multiobjective Optimization
inferred← citeshttps://doi.org/10.1109/cec60901.2024.10612060openalex-snapshot
A Two-Stage Evolutionary Framework for Multi-Objective Optimization
inferred← citeshttps://doi.org/10.1109/cisp-bmei.2017.8302326openalex-snapshot
A membrane-genetics algorithm for multi-objective optimization problems
inferred← citeshttps://doi.org/10.1109/compsac.2018.00016openalex-snapshot
Combining Constraint Solving with Different MOEAs for Configuring Large Software Product Lines: A Case Study
inferred← citeshttps://doi.org/10.1109/icsme.2017.32openalex-snapshot
Combining Evolutionary Algorithms with Constraint Solving for Configuration Optimization
inferred← citeshttps://doi.org/10.1109/igcc.2014.7039178openalex-snapshot
Efficient heuristics for joint optimization of performance, energy, and temperature in allocating tasks to multi-core processors
inferred← citeshttps://doi.org/10.1109/igcc.2015.7393729openalex-snapshot
Niched evolutionary techniques for performance, energy, and temperature optimized scheduling in multi-core systems
inferred← citeshttps://doi.org/10.1109/igcc.2017.8323586openalex-snapshot
Performance evaluation of diverse techniques for performance, energy, and temperature efficient task allocation
inferred← citeshttps://doi.org/10.1109/jas.2024.124947openalex-snapshot
Variable Reconstruction for Evolutionary Expensive Large-Scale Multiobjective Optimization and Its Application on Aerodynamic Design
inferred← citeshttps://doi.org/10.1109/mci.2017.2742868openalex-snapshot
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]
inferred← citeshttps://doi.org/10.1109/seeda-cecnsm53056.2021.9566231openalex-snapshot
Multi-Objective Design Optimization of Piezoelectric Energy Harvesting System for Unmanned Aerial Vehicles
inferred← citeshttps://doi.org/10.1109/tcad.2025.3573225openalex-snapshot
Automated Bitstream-Level Cost-Reliability Design-Space Exploration for SRAM-Based FPGAs
inferred← citeshttps://doi.org/10.1109/tcyb.2014.2310651openalex-snapshot
Diversity Comparison of Pareto Front Approximations in Many-Objective Optimization
inferred← citeshttps://doi.org/10.1109/tcyb.2016.2519450openalex-snapshot
A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization
inferred← citeshttps://doi.org/10.1109/tcyb.2016.2548239openalex-snapshot
Many-Objective Particle Swarm Optimization Using Two-Stage Strategy and Parallel Cell Coordinate System
inferred← citeshttps://doi.org/10.1109/tcyb.2016.2550502openalex-snapshot
Diversity Assessment in Many-Objective Optimization
inferred← citeshttps://doi.org/10.1109/tcyb.2026.3663430openalex-snapshot
A Coevolutionary Algorithm Based on Dominance and Decomposition for Constrained Multiobjective Optimization
inferred← citeshttps://doi.org/10.1109/tetci.2024.3358377openalex-snapshot
Supervised Reconstruction for High-Dimensional Expensive Multiobjective Optimization
inferred← citeshttps://doi.org/10.1109/tetci.2026.3657944openalex-snapshot
Surrogate-Assisted Evolutionary Multi-Objective Optimization Grouped by Significant Influence for High-Dimensional Problems
inferred← citeshttps://doi.org/10.1109/tevc.2013.2296151openalex-snapshot
Adaptive Multiobjective Particle Swarm Optimization Based on Parallel Cell Coordinate System
inferred← citeshttps://doi.org/10.1109/tevc.2014.2350995openalex-snapshot
An External Archive Guided Multiobjective Evolutionary Algorithm Based on Decomposition for Combinatorial Optimization
inferred← citeshttps://doi.org/10.1109/tevc.2014.2373386openalex-snapshot
An Evolutionary Many-Objective Optimization Algorithm Based on Dominance and Decomposition
inferred← citeshttps://doi.org/10.1109/tevc.2015.2424921openalex-snapshot
A Many-Objective Evolutionary Algorithm With Enhanced Mating and Environmental Selections
inferred← citeshttps://doi.org/10.1109/tevc.2015.2433266openalex-snapshot
Many-Objective Evolutionary Algorithm: Objective Space Reduction and Diversity Improvement
inferred← citeshttps://doi.org/10.1109/tevc.2015.2433672openalex-snapshot
Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization
inferred← citeshttps://doi.org/10.1109/tevc.2015.2457245openalex-snapshot
Generalization of Pareto-Optimality for Many-Objective Evolutionary Optimization
inferred← citeshttps://doi.org/10.1109/tevc.2015.2472283openalex-snapshot
Visualization and Performance Metric in Many-Objective Optimization
inferred← citeshttps://doi.org/10.1109/tevc.2015.2480780openalex-snapshot
Entropy-Based Termination Criterion for Multiobjective Evolutionary Algorithms
inferred← citeshttps://doi.org/10.1109/tevc.2016.2598687openalex-snapshot
Many-Objective Evolutionary Algorithms Based on Coordinated Selection Strategy
inferred← citeshttps://doi.org/10.1109/tevc.2016.2639360openalex-snapshot
A Scalability Study of Many-Objective Optimization Algorithms
inferred← citeshttps://doi.org/10.1109/tevc.2017.2776226openalex-snapshot
Reference Point Specification in Inverted Generational Distance for Triangular Linear Pareto Front
inferred← citeshttps://doi.org/10.1109/tevc.2021.3105565openalex-snapshot
A Kernel-Based Indicator for Multi/Many-Objective Optimization
inferred← citeshttps://doi.org/10.1109/tevc.2022.3146316openalex-snapshot
Theoretical Analysis and Empirical Validation of the Conical Area Evolutionary Algorithm for Bi-Objective Optimization
inferred← citeshttps://doi.org/10.1109/tevc.2024.3380327openalex-snapshot
Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition
inferred← citeshttps://doi.org/10.1109/tfuzz.2020.2968864openalex-snapshot
Energy Efficient Task Scheduling for Real-Time Embedded Systems in a Fuzzy Uncertain Environment
inferred← citeshttps://doi.org/10.1109/tits.2025.3640007openalex-snapshot
Joint Optimization of Berth Allocation and Ship Speed Considering Port Group Transshipment Rationalization
inferred← citeshttps://doi.org/10.1109/tnnls.2015.2504389openalex-snapshot
Multimodal Degradation Prognostics Based on Switching Kalman Filter Ensemble
inferred← citeshttps://doi.org/10.1109/tse.2025.3570897openalex-snapshot
Using Cooperative Co-Evolutionary Search to Generate Metamorphic Test Cases for Autonomous Driving Systems
inferred← citeshttps://doi.org/10.1109/tsmc.2017.2654301openalex-snapshot
A New Decomposition-Based NSGA-II for Many-Objective Optimization
inferred← citeshttps://doi.org/10.1109/tsmc.2020.3034180openalex-snapshot
Ensemble Many-Objective Optimization Algorithm Based on Voting Mechanism
inferred← citeshttps://doi.org/10.1111/itor.12481openalex-snapshot
A multiobjective approach for maximizing the reach or GRP of different brands in TV advertising
inferred← citeshttps://doi.org/10.1111/itor.12662openalex-snapshot
An MO‐GVNS algorithm for solving a multiobjective hybrid flow shop scheduling problem
inferred← citeshttps://doi.org/10.1115/1.4044005openalex-snapshot
Evolutionary Multi-Objective Optimization Under Uncertainty Through Adaptive Kriging in Augmented Input Space
inferred← citeshttps://doi.org/10.1142/s0218126622501778openalex-snapshot
An Improved Multi Objective Mayfly Algorithm for Solving Optimal Power Flow Problem Considering Different Loading Conditions
inferred← citeshttps://doi.org/10.1142/s0218194019500219openalex-snapshot
A Parallel Framework of Combining Satisfiability Modulo Theory with Indicator-Based Evolutionary Algorithm for Configuring Large and Real Software Product Lines
inferred← citeshttps://doi.org/10.1142/s0218194019500426openalex-snapshot
Mutation with Local Searching and Elite Inheritance Mechanism in Multi-Objective Optimization Algorithm: A Case Study in Software Product Line
inferred← citeshttps://doi.org/10.1145/2642937.2642971openalex-snapshot
Scaling exact multi-objective combinatorial optimization by parallelization
inferred← citeshttps://doi.org/10.1145/2739480.2754701openalex-snapshot
Characterizing Pareto Front Approximations in Many-objective Optimization
inferred← citeshttps://doi.org/10.1145/2908812.2908840openalex-snapshot
Curvature Flight Path for Particle Swarm Optimisation
inferred← citeshttps://doi.org/10.1145/2948973openalex-snapshot
Sixteen Heuristics for Joint Optimization of Performance, Energy, and Temperature in Allocating Tasks to Multi-Cores
inferred← citeshttps://doi.org/10.1145/3300148openalex-snapshot
Quality Evaluation of Solution Sets in Multiobjective Optimisation
inferred← citeshttps://doi.org/10.1145/3376916openalex-snapshot
Indicator-based Multi-objective Evolutionary Algorithms
inferred← citeshttps://doi.org/10.1145/3446388openalex-snapshot
Multi-criteria Web Services Selection: Balancing the Quality of Design and Quality of Service
inferred← citeshttps://doi.org/10.1145/3610579openalex-snapshot
Proceedings of the 21st ACM-IEEE International Conference on Formal Methods and Models for System Design
inferred← citeshttps://doi.org/10.1145/3610579.3611091openalex-snapshot
Hybrid Genetic Reinforcement Learning for Generating Run-Time Requirement Enforcers
inferred← citeshttps://doi.org/10.1155/2016/9358358openalex-snapshot
Deployment of Wireless Sensor Networks for Oilfield Monitoring by Multiobjective Discrete Binary Particle Swarm Optimization
inferred← citeshttps://doi.org/10.1155/2018/9751783openalex-snapshot
Evaluating Multiobjective Evolutionary Algorithms Using MCDM Methods
inferred← citeshttps://doi.org/10.11606/t.3.2022.tde-16032022-105222openalex-snapshot
Using multi-agent systems and social choice theory to design hyper-heuristics for multi-objective optimization problems.
inferred← citeshttps://doi.org/10.1177/0272989x19862560openalex-snapshot
Multiobjective Calibration of Disease Simulation Models Using Gaussian Processes
inferred← citeshttps://doi.org/10.1287/ijoc.2022.0327openalex-snapshot
Evolutionary Algorithm on General Cover with Theoretically Guaranteed Approximation Ratio
inferred← citeshttps://doi.org/10.13023/etd.2016.475openalex-snapshot
Genetic Algorithms in Stochastic Optimization and Applications in Power Electronics
inferred← citeshttps://doi.org/10.15199/ele-2014-154openalex-snapshot
Zastosowanie inspirowanych biologicznie technik obliczeniowych w zagadnieniach zwi�zanych z planowaniem produkcji energii elektrycznej
inferred← citeshttps://doi.org/10.1590/2318-0331.272220220046openalex-snapshot
Multi-objective calibration of Tank model using multiple genetic algorithms and stopping criteria
inferred← citeshttps://doi.org/10.2139/ssrn.4836602openalex-snapshot
Novel Multi-Objective Bilevel Programming Model for the Ground Force Interdiction Deployment Problem
inferred← citeshttps://doi.org/10.2139/ssrn.4941094openalex-snapshot
Cooperative Optimization of Berth Allocation and Ship Speed Considering Transshipment Rationalization in Port Group
inferred← citeshttps://doi.org/10.22725/icasp13.079openalex-snapshot
Multi-objective design under uncertainty using a Kriging-based evolutionary optimizer
inferred← citeshttps://doi.org/10.30534/ijeter/2020/1458102020openalex-snapshot
A Review of Multi-objective Evolutionary Algorithms for Information Retrieval System
inferred← citeshttps://doi.org/10.3233/jifs-17344openalex-snapshot
An interactive preference-based evolutionary algorithm for multi-criteria satisficing optimization
inferred← citeshttps://doi.org/10.3390/app11073117openalex-snapshot
Performance Evaluation Metrics for Multi-Objective Evolutionary Algorithms in Search-Based Software Engineering: Systematic Literature Review
inferred← citeshttps://doi.org/10.3390/app122010320openalex-snapshot
Multi-Objective Optimization Design of Vehicle Side Crashworthiness Based on Machine Learning Point-Adding Method
inferred← citeshttps://doi.org/10.3390/drones5040144openalex-snapshot
UAV Path Planning Based on Multi-Stage Constraint Optimization
inferred← citeshttps://doi.org/10.3390/electronics12214383openalex-snapshot
Blind Source Separation with Strength Pareto Evolutionary Algorithm 2 (SPEA2) Using Discrete Wavelet Transform
inferred← citeshttps://doi.org/10.3390/info13040182openalex-snapshot
Multicriteria Approach for Design Optimization of Lightweight Piezoelectric Energy Harvesters Subjected to Stress Constraints
inferred← citeshttps://doi.org/10.3390/math12070971openalex-snapshot
A Decentralized Optimization Algorithm for Multi-Agent Job Shop Scheduling with Private Information
inferred← citeshttps://doi.org/10.3390/math7060529openalex-snapshot
A Meta-Model-Based Multi-Objective Evolutionary Approach to Robust Job Shop Scheduling
inferred← citeshttps://doi.org/10.3390/math7090824openalex-snapshot
Tuning Multi-Objective Evolutionary Algorithms on Different Sized Problem Sets
inferred← citeshttps://doi.org/10.3390/mca25020032openalex-snapshot
Evolutionary Multi-Objective Energy Production Optimization: An Empirical Comparison
inferred← citeshttps://doi.org/10.3390/su11010169openalex-snapshot
Optimal Microgrid Topology Design and Siting of Distributed Generation Sources Using a Multi-Objective Substrate Layer Coral Reefs Optimization Algorithm
inferred← citeshttps://doi.org/10.3934/era.2025176openalex-snapshot
Performance metrics evaluation of multi-objective optimization for transportation
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