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Evolutionary Computation

MIT Press

Operations & Tech
AJG 3
Abstract coverage—see Methodology
Recent paperssorted by most recent
PaperYearCitations
XCS for Sequential Perceptual Aliasing in Multi-Step Decision Making
Fumito Uwano & Prof Will Browne
20260 citations
A dynamic multi-objective evolutionary algorithm using dual-space prediction and surrogate-based sampling
Tianyu Liu et al.
20260 citations
Adapting MOEA/D to CMA-ES for Dealing with Ill-conditioned Multiobjective Problems
Chengyu Lu et al.
20260 citations
Editorial of the Special Issue: Parallel Problem Solving from Nature PPSN 2024 Extended Versions of Best Paper Candidates
M. Affenzeller et al.
20260 citations
Evolving Populations of Solved Subgraphs with Crossover and Constraint Repair
Jiwon Lee et al.
20260 citations
EvolCAF: Automatic Cost-Aware Acquisition Function Design Using Large Language Models
Yiming Yao et al.
20260 citations
Adaptive Sampled Walk: A Simple and Efficient Autonomous Local Search
Matthieu Basseur et al.
20260 citations
Enhancing Generalization and Scalability for Multi-Objective Optimization with Population Pre-Training
Haokai Hong et al.
20260 citations
Improving CMA-ES Convergence Speed, Efficiency, and Reliability in Noisy Robot Optimization Problems
Russell Martin & Steven H. Collins
20260 citations
Deep-ELA: Deep Exploratory Landscape Analysis with Self-Supervised Pretrained Transformers for Single- and Multiobjective Continuous Optimization Problems
Moritz Vinzent Seiler et al.
20259 citations
Analysis and Simplification of the Winner of the CEC 2022 Optimization Competition on Single Objective Bound Constrained Search
Rafał Biedrzycki
20256 citations
Survey of Interactive Evolutionary Decomposition-Based Multiobjective Optimization Methods
Giomara Lárraga & Kaisa Miettinen
20253 citations
MO-SMAC: Multiobjective Sequential Model-Based Algorithm Configuration
Jeroen Rook et al.
20253 citations
Quality Diversity under Sparse Interaction and Sparse Reward: Application to Grasping in Robotics
Johann Huber et al.
20252 citations
Beyond Landscape Analysis: DynamoRep Features for Capturing Algorithm-Problem Interaction in Single-Objective Continuous Optimization
Gjorgjina Cenikj et al.
20251 citations
P-NP Instance Decomposition Based on the Fourier Transform for Solving the Linear Ordering Problem
Xabier Benavides et al.
20251 citations
Illuminating the Diversity-Fitness Trade-Off in Black-Box Optimization
Maria Laura Santoni et al.
20251 citations
Fast Pareto Optimization Using Sliding Window Selection for Problems with Deterministic and Stochastic Constraints
Frank Neumann & Carsten Witt
20250 citations
Improving Performance of Algorithm Selection Pipelines on Large Instance Sets via Dynamic Reallocation of Budget
Quentin Renau & Emma Hart
20250 citations
Double XCSF on Target?
Connor Schönberner & Sven Tomforde
20250 citations

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