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February 4 2025
Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multi-Objective Continuous Optimization Problems
Evolutionary Computation (2025)
January 14 2025
Survey of interactive evolutionary decomposition-based multiobjective optimization methods
Evolutionary Computation (2025)
January 14 2025
Runtime Analysis of Typical Decomposition Approaches in MOEA/D for Many-Objective Optimization Problems
Evolutionary Computation (2025)
January 14 2025
Quality Diversity under Sparse Interaction and Sparse Reward: Application to Grasping in Robotics
Evolutionary Computation (2025)
January 14 2025
The Cost of Randomness in Evolutionary Algorithms: Crossover Can Save Random Bits
Evolutionary Computation (2025)
November 21 2024
Genetic Programming-based Feature Selection for Symbolic Regression on Incomplete Data
Evolutionary Computation (2024)
Early Access
December 16 2024
Optimizing Monotone Chance-Constrained Submodular Functions Using Evolutionary Multiobjective Algorithms
Evolutionary Computation (2024)
December 16 2024
Tail Bounds on the Runtime of Categorical Compact Genetic Algorithm
Evolutionary Computation (2024)
November 27 2024
Genetic Programming for Automatically Evolving Multiple Features to Classification
Evolutionary Computation (2024)
November 5 2024
Evolutionary Sparsity Regularisation-Based Feature Selection for Binary Classification
Evolutionary Computation (2024)
October 17 2024
Hyperparameter Control Using Fuzzy Logic: Evolving Policies for Adaptive Fuzzy Particle Swarm Optimization Algorithm
Evolutionary Computation (2024)
October 17 2024
Large-Scale Multiobjective Evolutionary Algorithm Guided by Low-Dimensional Surrogates of Scalarization Functions
Evolutionary Computation (2024)
October 17 2024
Runtime Analysis of Single- and Multiobjective Evolutionary Algorithms for Chance-Constrained Optimization Problems with Normally Distributed Random Variables
Evolutionary Computation (2024)
October 17 2024
Using Machine Learning Methods to Assess Module Performance Contribution in Modular Optimization Frameworks
Evolutionary Computation (2024)
October 17 2024
Landscape Analysis for Surrogate Models in the Evolutionary Black-Box Context
Evolutionary Computation (2024)
September 5 2024
BUSTLE: A Versatile Tool for the Evolutionary Learning of STL Specifications from Data
Evolutionary Computation (2024)
August 5 2024
Synthesising Diverse and Discriminatory Sets of Instances Using Novelty Search in Combinatorial Domains
Evolutionary Computation (2024)
August 5 2024
A Layered Learning Approach to Scaling in Learning Classifier Systems for Boolean Problems
Evolutionary Computation (2024)