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Approximating the Set of Pareto-Optimal Solutions in Both the Decision and Objective Spaces by an Estimation of Distribution Algorithm

https://doi.org/10.1109/tevc.2009.2021467
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Outgoing claims: the papers this work cites, builds on, or argues with.

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Pareto Set and EMOA Behavior for Simple Multimodal Multiobjective Functions
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Towards a new evolutionary computation : advances in the estimation of distribution algorithms
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Nonlinear Multiobjective Optimization
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Evolutionary Algorithms for Solving Multi-Objective Problems
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Indicator-Based Selection in Multiobjective Search
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Omni-optimizer: A Procedure for Single and Multi-objective Optimization
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Prediction-Based Population Re-initialization for Evolutionary Dynamic Multi-objective Optimization
inferredcites →https://doi.org/10.1007/978-3-540-70928-2_7openalex-snapshot
Capabilities of EMOA to Detect and Preserve Equivalent Pareto Subsets
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Modeling Regularity to Improve Scalability of Model-Based Multiobjective Optimization Algorithms
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Scalable Continuous Multiobjective Optimization with a Neural Network–Based Estimation of Distribution Algorithm
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Adaptive Scalarization Methods in Multiobjective Optimization
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Parallel problem solving from nature - PPSN VIII : 8th International Conference, Birmingham, UK, September 18-22, 2004 : proceedings
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Dual approach to minimization on the set of pareto-optimal solutions
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A hybrid method for solving multi-objective global optimization problems
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LEARNABLE EVOLUTION MODEL: Evolutionary Processes Guided by Machine Learning
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Utility Function Programs and Optimization over the Efficient Set in Multiple-Objective Decision Making
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A fast and elitist multiobjective genetic algorithm: NSGA-II
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The Pareto archived evolution strategy: a new baseline algorithm for Pareto multiobjective optimisation
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A Study of Fitness Inheritance and Approximation Techniques for Multi-Objective Particle Swarm Optimization
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Dynamic multiobjective evolutionary algorithm: adaptive cell-based rank and density estimation
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Properties of an adaptive archiving algorithm for storing nondominated vectors
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Handling multiple objectives with particle swarm optimization
inferredcites →https://doi.org/10.1109/tevc.2005.846356openalex-snapshot
Evolutionary Optimization in Uncertain Environments—A Survey
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A distributed Cooperative coevolutionary algorithm for multiobjective optimization
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A review of multiobjective test problems and a scalable test problem toolkit
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An Investigation on Noisy Environments in Evolutionary Multiobjective Optimization
inferredcites →https://doi.org/10.1109/tevc.2007.892759openalex-snapshot
MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition
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RM-MEDA: A Regularity Model-Based Multiobjective Estimation of Distribution Algorithm
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A Simulated Annealing-Based Multiobjective Optimization Algorithm: AMOSA
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On the Scalability of Real-Coded Bayesian Optimization Algorithm
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Dominance-Based Multiobjective Simulated Annealing
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On the Evolutionary Optimization of Many Conflicting Objectives
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Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II
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Comparison of Multiobjective Evolutionary Algorithms: Empirical Results
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Combining Convergence and Diversity in Evolutionary Multiobjective Optimization
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Covariance Matrix Adaptation for Multi-objective Optimization
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Dimension Reduction by Local Principal Component Analysis
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Nonlinear Multiobjective Optimization
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A Tutorial on the Performance Assessment of Stochastic Multiobjective Optimizers

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A two-stage coevolutionary algorithm based on growing neural gas network and adaptive archive updating strategy for constrained multimodal multiobjective optimization
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.131814openalex-snapshot
High-dimensional multimodal multi-objective optimization via subspace projection and angular diversity management
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.132599openalex-snapshot
A dynamic regularization-based evolutionary learning algorithm for many-objective structural equation models
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.132983openalex-snapshot
An evolutionary multitasking optimization framework with fusion space for constrained multimodal multiobjective problems
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.133969openalex-snapshot
A novel decision-space growing neural gas guided niching approach for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2012.12.013openalex-snapshot
A co-evolutionary multi-objective optimization algorithm based on direction vectors
inferred← citeshttps://doi.org/10.1016/j.ins.2013.06.037openalex-snapshot
Enhancing the scalability of multi-objective optimization via restricted Boltzmann machine-based estimation of distribution algorithm
inferred← citeshttps://doi.org/10.1016/j.ins.2019.05.046openalex-snapshot
Balancing exploration and exploitation in multiobjective evolutionary optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2020.03.111openalex-snapshot
An enhanced multi-objective evolutionary optimization algorithm with inverse model
inferred← citeshttps://doi.org/10.1016/j.ins.2020.07.057openalex-snapshot
Knee based multimodal multi-objective evolutionary algorithm for decision making
inferred← citeshttps://doi.org/10.1016/j.ins.2021.05.075openalex-snapshot
A two-archive algorithm with decomposition and fitness allocation for multi-modal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2021.07.011openalex-snapshot
Handling multimodal multi-objective problems through self-organizing quantum-inspired particle swarm optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2021.09.043openalex-snapshot
A cluster-based immune-inspired algorithm using manifold learning for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2021.11.052openalex-snapshot
An enhanced fast non-dominated solution sorting genetic algorithm for multi-objective problems
inferred← citeshttps://doi.org/10.1016/j.ins.2022.05.075openalex-snapshot
A decomposition-based evolutionary algorithm using an estimation strategy for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2022.08.030openalex-snapshot
Two-stage hybrid learning-based multi-objective evolutionary algorithm based on objective space decomposition
inferred← citeshttps://doi.org/10.1016/j.ins.2022.10.096openalex-snapshot
An evolutionary algorithm based on independently evolving sub-problems for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2022.12.076openalex-snapshot
An evolutionary algorithm with clustering-based selection strategies for multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2023.03.142openalex-snapshot
Multi-strategy competitive-cooperative co-evolutionary algorithm and its application
inferred← citeshttps://doi.org/10.1016/j.ins.2023.119750openalex-snapshot
BiOM: A framework for multimodal multiobjective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2023.119755openalex-snapshot
Weak relationship indicator-based evolutionary algorithm for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2023.119860openalex-snapshot
Competitive swarm optimization with subset selection based manifold learning for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2024.120301openalex-snapshot
Multi-strategy multi-modal multi-objective evolutionary algorithm using macro and micro archive sets
inferred← citeshttps://doi.org/10.1016/j.ins.2024.120940openalex-snapshot
A novel clustering-based evolutionary algorithm with objective space decomposition for multi/many-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2024.120999openalex-snapshot
A multimodal multi-objective differential evolution with series-parallel combination and dynamic neighbor strategy
inferred← citeshttps://doi.org/10.1016/j.ins.2024.121553openalex-snapshot
Learnable self-supervised support vector machine based individual selection strategy for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2025.122116openalex-snapshot
Variational graph autoencoder-driven balancing strategy for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.ins.2025.122443openalex-snapshot
A multimodal multi-objective evolutionary algorithm assisted by long short term memory
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Multi-scheme seismic optimization design of steel–concrete structures utilized multimodal multi-objective differential evolution algorithm
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A multi-objective African vultures optimization algorithm with binary hierarchical structure and tree topology for big data optimization
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Identification of influential users with cost minimization via an improved moth flame optimization
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A knowledge-based evolutionary proactive scheduling approach in the presence of machine breakdown and deterioration effect
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Reference line-based Estimation of Distribution Algorithm for many-objective optimization
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Large-scale multimodal multiobjective evolutionary optimization based on hybrid hierarchical clustering
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Data-driven evolutionary algorithm with pareto set topology learning for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.matcom.2023.03.004openalex-snapshot
Altruistic population algorithm: A metaheuristic search algorithm for solving multimodal multi-objective optimization problems
inferred← citeshttps://doi.org/10.1016/j.matcom.2024.08.022openalex-snapshot
Multi-objective sand cat swarm optimization based on adaptive clustering for solving multimodal multi-objective optimization problems
inferred← citeshttps://doi.org/10.1016/j.mcm.2010.06.007openalex-snapshot
A hybrid multiobjective evolutionary algorithm: Striking a balance with local search
inferred← citeshttps://doi.org/10.1016/j.neucom.2014.05.025openalex-snapshot
MOEA/D with Baldwinian learning inspired by the regularity property of continuous multiobjective problem
inferred← citeshttps://doi.org/10.1016/j.neucom.2015.08.092openalex-snapshot
Self-organizing multiobjective optimization based on decomposition with neighborhood ensemble
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.02.002openalex-snapshot
MOEA/D with the online agglomerative clustering based self-adaptive mating restriction strategy
inferred← citeshttps://doi.org/10.1016/j.oceaneng.2024.117288openalex-snapshot
Multi-objective optimal thrust allocation strategy for automatic berthing of surface ships using adaptive non-dominated sorting genetic algorithm III
inferred← citeshttps://doi.org/10.1016/j.seps.2025.102154openalex-snapshot
Publicness in highway projects: A multi-criteria decision-making approach to public-private partnerships
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Multiobjective evolutionary algorithms: A survey of the state of the art
inferred← citeshttps://doi.org/10.1016/j.swevo.2018.02.009openalex-snapshot
A self-adaptive mating restriction strategy based on survival length for evolutionary multiobjective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2018.04.009openalex-snapshot
A new learning-based adaptive multi-objective evolutionary algorithm
inferred← citeshttps://doi.org/10.1016/j.swevo.2018.10.016openalex-snapshot
Multimodal multiobjective optimization with differential evolution
inferred← citeshttps://doi.org/10.1016/j.swevo.2019.03.011openalex-snapshot
A novel scalable test problem suite for multimodal multiobjective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2019.04.005openalex-snapshot
Reproductive bias, linkage learning and diversity preservation in bi-objective evolutionary optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2019.06.001openalex-snapshot
A niching indicator-based multi-modal many-objective optimizer
inferred← citeshttps://doi.org/10.1016/j.swevo.2019.100569openalex-snapshot
A cluster based PSO with leader updating mechanism and ring-topology for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2020.100788openalex-snapshot
A clustering-based differential evolution algorithm for solving multimodal multi-objective optimization problems
inferred← citeshttps://doi.org/10.1016/j.swevo.2020.100815openalex-snapshot
A novel adaptive greedy strategy based on Gaussian mixture clustering for multiobjective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2021.100842openalex-snapshot
Decomposition in decision and objective space for multi-modal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2022.101073openalex-snapshot
Multioperator search strategy for evolutionary multiobjective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2023.101253openalex-snapshot
Multimodal multi-objective optimization: Comparative study of the state-of-the-art
inferred← citeshttps://doi.org/10.1016/j.swevo.2023.101258openalex-snapshot
A regularity property-driven evolutionary algorithm for multiobjective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2023.101325openalex-snapshot
Flow measurement data quality improvement-oriented optimal flow sensor configuration
inferred← citeshttps://doi.org/10.1016/j.swevo.2023.101397openalex-snapshot
A two-space-decomposition-based evolutionary algorithm for large-scale multiobjective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2023.101431openalex-snapshot
A multi-modal multi-objective evolutionary algorithm based on dual decomposition and subset selection
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101480openalex-snapshot
Two-stage evolutionary algorithm with fuzzy preference indicator for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101500openalex-snapshot
Evolutionary multimodal multiobjective optimization guided by growing neural gas
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101506openalex-snapshot
Regularity model based offspring generation in surrogate-assisted evolutionary algorithms for expensive multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101541openalex-snapshot
Growing Neural Gas Network-based surrogate-assisted Pareto set learning for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101548openalex-snapshot
A similarity-detection-based evolutionary algorithm for large-scale multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101738openalex-snapshot
An archive-assisted multi-modal multi-objective evolutionary algorithm
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101790openalex-snapshot
An effective multi-objective community development algorithm and its application to identify control model of supercritical units
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101796openalex-snapshot
Goal-directed multimodal multi-objective evolutionary algorithm converging on population derivation
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101826openalex-snapshot
A multi-population competitive evolutionary algorithm based on genotype preference for multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2024.101842openalex-snapshot
Multi-modal multi-objective wolf pack algorithm with circumferential scouting and intra-niche interactions
inferred← citeshttps://doi.org/10.1016/j.swevo.2025.101845openalex-snapshot
A constrained multimodal multi-objective evolutionary algorithm based on adaptive epsilon method and two-level environmental selection
inferred← citeshttps://doi.org/10.1016/j.swevo.2025.101862openalex-snapshot
A dual-population co-evolution algorithm with balanced environmental selection for constrained multimodal multiobjective optimization problems
inferred← citeshttps://doi.org/10.1016/j.swevo.2025.101941openalex-snapshot
A subspace strategy based coevolutionary framework for constrained multimodal multiobjective optimization problems
inferred← citeshttps://doi.org/10.1016/j.swevo.2025.101951openalex-snapshot
Multifaceted collaborative evolutionary constrained multimodal multiobjective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2025.101999openalex-snapshot
Regularity-based evolutionary multi-objective optimization review
inferred← citeshttps://doi.org/10.1016/j.swevo.2025.102068openalex-snapshot
Surrogate-assisted evolutionary algorithm with stage-adaptive infill sampling criterion for expensive multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2025.102095openalex-snapshot
A dynamic evolution of graph structure-based algorithm for multi-modal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2025.102171openalex-snapshot
MOEA/D-BDN: Multimodal multi-objective evolutionary algorithm based on bi-dynamic niche strategy and adaptive weight decomposition
inferred← citeshttps://doi.org/10.1016/j.swevo.2025.102208openalex-snapshot
An evolutionary algorithm based on learning strategies and a predictive model for constrained optimization problems
inferred← citeshttps://doi.org/10.1016/j.swevo.2025.102242openalex-snapshot
Generating continuous multi-objective benchmark problems by the object-oriented method
inferred← citeshttps://doi.org/10.1016/j.swevo.2026.102305openalex-snapshot
A two-stage multimodal multiobjective evolutionary algorithm using Voronoi diagram and modality detection
inferred← citeshttps://doi.org/10.1016/j.swevo.2026.102475openalex-snapshot
Dual-space co-evolution with temporal information learning for multi-modal multi-objective optimization
inferred← citeshttps://doi.org/10.1016/j.swevo.2026.102485openalex-snapshot
Deep reinforcement learning assisted adaptive guided vectors for large-scale multimodal multi-objective optimization
inferred← citeshttps://doi.org/10.1038/s41598-023-39053-1openalex-snapshot
Urban population prediction based on multi-objective lioness optimization algorithm and system dynamics model
inferred← citeshttps://doi.org/10.1038/s41598-025-88740-8openalex-snapshot
An efficient multi-objective parrot optimizer for global and engineering optimization problems
inferred← citeshttps://doi.org/10.1038/s41598-025-93458-8openalex-snapshot
A parrot optimizer for solving multiobjective design sensor placement in helicopter main rotor blade
inferred← citeshttps://doi.org/10.1080/0305215x.2013.812727openalex-snapshot
Modelling the Pareto-optimal set using B-spline basis functions for continuous multi-objective optimization problems
inferred← citeshttps://doi.org/10.1093/jcde/qwaf144openalex-snapshot
Heterogeneous operator mechanism and stochastic configuration network-enhanced large-scale multi-objective evolutionary algorithm
inferred← citeshttps://doi.org/10.1109/access.2020.3038497openalex-snapshot
Multi-Objective Particle Swarm Optimization Based on Gaussian Sampling
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