Algorithm Design and Engineering
Visual Exploration of the Effect of Constraint Handling in Multiobjective Optimization
A Two-stage Algorithm for Integer Multiobjective Simulation Optimization
RegEMO: Sacrificing Pareto-Optimality for Regularity in Multi-objective Problem-Solving
Cooperative coevolutionary NSGA-II with Linkage Measurement Minimization for Large-scale Multi-objective Optimization
Data-Driven Evolutionary Multi-Objective Optimization Based on Multiple-Gradient Descent for Disconnected Pareto Fronts
Eliminating Non-dominated Sorting from NSGA-III
Scalability of Multi-Objective Evolutionary Algorithms for Solving Real-World Complex Optimization Problems
Machine Learning and Multi-criterion Optimization
Multi-Objective Learning using HV Maximization
Sparse Adversarial Attack via Bi-Objective Optimization
Investigating Innovized Progress Operators with Different Machine Learning Methods
End-to-End Pareto Set Prediction with Graph Neural Networks for Multi-objective Facility Location
Online Learning Hyper-Heuristics in Multi-Objective Evolutionary Algorithms
Surrogate-assisted Multi-objective Optimization via Genetic Programming based Symbolic Regression
Learning to Predict Pareto-optimal Solutions From Pseudo-weights
A Relation Surrogate Model for Expensive Multiobjective Continuous and Combinatorial Optimization
Pareto Front Upconvert by Iterative Estimation Modeling and Solution Sampling
Pareto Front Upconvert by Iterative Estimation Modeling and Solution Sampling
Approximation of a Pareto Set Segment Using a Linear Model with Sharing Variables
Feature-based Benchmarking of Distance-based Multi/Many-objective Optimisation Problems: A Machine Learning Perspective
Benchmarking and Performance Assessment
Partially Degenerate Multi-Objective Test Problems
Peak-A-Boo! Generating Multi-Objective Multiple Peaks Benchmark Problems with Precise Pareto Sets
MACO: A Real-world inspired Benchmark for Multi-objective Evolutionary Algorithms
A scalable test suite for bi-objective multidisciplinary optimisation
Performance Evaluation of Multi-Objective Evolutionary Algorithms using Artificial and Real-World Problems
A Novel Performance Indicator based on the Linear Assignment Problem
A Test Suite for Multi-objective Multi-fidelity Optimization
Indicator Design and Complexity Analysis
Diversity enhancement via magnitude
Two-Stage Greedy Approximated Hypervolume Subset Selection for Large-Scale Problems
Two-Stage Greedy Approximated Hypervolume Subset Selection for Large-Scale Problems
On the Computational Complexity of Efficient Non-Dominated Sort using Binary Search
Applications in Real World Domains
Evolutionary Algorithms with Machine Learning Models for Multiobjective Optimization in Epidemics Control
Joint Price Optimization across a Portfolio of Fashion E-commerce Products
Improving MOEA/D with Knowledge Discovery. Application to a Bi-Objective Routing Problem
The Prism-Net Search Space Representation for Multi-Objective Building Spatial Design
Selection Strategies for a Balanced Multi- or Many-Objective Molecular Optimization and Genetic Diversity: a Comparative Study
A Multi-objective Evolutionary Framework for Identifying Dengue Stage-Specific Differentially Co-expressed and Functionally Enriched Gene Modules
A Multi-objective Evolutionary Framework for Identifying Dengue Stage-Specific Differentially Co-expressed and Functionally Enriched Gene Modules. -Multiobjective Optimization of Evolutionary Neural Networks for Animal Trade Movements Prediction
Transfer of Multi-Objectively Tuned CMA-ES Parameters to a Vehicle Dynamics Problem
Multi-Criteria Decision Making and Interactive Algorithms
Preference-Based Nonlinear Normalization for Multiobjective Optimization
Incorporating preference information interactively in NSGA-III by the adaptation of reference vectors
A Systematic Way of Structuring Real-World Multiobjective Optimization Problems
IK-EMOViz: An Interactive Knowledge-based Evolutionary Multi-objective Optimization Framework
An Interactive Decision Tree-Based Evolutionary Multi-Objective Algorithm.