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Evolutionary Algorithms

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TitleStatusHype
A mullti- or many- objective evolutionary algorithm with global loop update—0
A Memetic Algorithm based on Variational Autoencoder for Black-Box Discrete Optimization with Epistasis among Parameters—0
Addressing the Multiplicity of Solutions in Optical Lens Design as a Niching Evolutionary Algorithms Computational Challenge—0
Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function—0
A Melting Pot of Evolution and Learning—0
When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges—0
Adaptive Structural Hyper-Parameter Configuration by Q-Learning—0
Applications of Nature-Inspired Algorithms for Dimension Reduction: Enabling Efficient Data Analytics—0
A Portfolio Approach to Algorithm Selection for Discrete Time-Cost Trade-off Problem—0
A Many-Objective Evolutionary Algorithm with Angle-Based Selection and Shift-Based Density Estimation—0
A Popperian Falsification of Artificial Intelligence -- Lighthill Defended—0
A Polynomial Time Approximation Scheme for a Single Machine Scheduling Problem Using a Hybrid Evolutionary Algorithm—0
Applying Evolutionary Algorithms Successfully: A Guide Gained from Real-world Applications—0
Approximating Optimization Problems using EAs on Scale-Free Networks—0
Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation—0
A RankNet-Inspired Surrogate-Assisted Hybrid Metaheuristic for Expensive Coverage Optimization—0
Archive-based Single-Objective Evolutionary Algorithms for Submodular Optimization—0
AREA: Adaptive Reference-set Based Evolutionary Algorithm for Multiobjective Optimisation—0
Are Evolutionary Algorithms Safe Optimizers?—0
A Reference Vector based Many-Objective Evolutionary Algorithm with Feasibility-aware Adaptation—0
A Many-Objective Evolutionary Algorithm Based on Decomposition and Local Dominance—0
A review of landmark articles in the field of co-evolutionary computing—0
A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications—0
A Revisit of Infinite Population Models for Evolutionary Algorithms on Continuous Optimization Problems—0
Adaptive strategy in differential evolution via explicit exploitation and exploration controls—0
Artificial Immune Systems Can Find Arbitrarily Good Approximations for the NP-Hard Number Partitioning Problem—0
Artificial Intelligence Algorithms for Natural Language Processing and the Semantic Web Ontology Learning—0
Artificial Intelligence in Traffic Systems—0
Artificial Mutation inspired Hyper-heuristic for Runtime Usage of Multi-objective Algorithms—0
A Safe Self-evolution Algorithm for Autonomous Driving Based on Data-Driven Risk Quantification Model—0
An Adaptive Latent Factorization of Tensors Model for Embedding Dynamic Communication Network—0
A Scalable Method for Scheduling Distributed Energy Resources using Parallelized Population-based Metaheuristics—0
A Secure Federated Data-Driven Evolutionary Multi-objective Optimization Algorithm—0
ASOC: An Adaptive Parameter-free Stochastic Optimization Techinique for Continuous Variables—0
Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems—0
Análisis e implementación de algoritmos evolutivos para la optimización de simulaciones en ingeniería civil. (draft)—0
Accelerating Neural Architecture Exploration Across Modalities Using Genetic Algorithms—0
A Study of Fitness Landscapes for Neuroevolution—0
A Study of the Fundamental Parameters of Particle Swarm Optimizers—0
Analysing the Robustness of Evolutionary Algorithms to Noise: Refined Runtime Bounds and an Example Where Noise is Beneficial—0
A summary of the prevalence of Genetic Algorithms in Bioinformatics from 2015 onwards—0
A Surrogate-Assisted Controller for Expensive Evolutionary Reinforcement Learning—0
Analysis of Baseline Evolutionary Algorithms for the Packing While Travelling Problem—0
A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part II -- A Data Science Perspective—0
A Survey on Learnable Evolutionary Algorithms for Scalable Multiobjective Optimization—0
A Survey on Neural Architecture Search—0
A Survey on Recent Progress in the Theory of Evolutionary Algorithms for Discrete Optimization—0
Push and Pull Search Embedded in an M2M Framework for Solving Constrained Multi-objective Optimization Problems—0
Analysis of Evolutionary Diversity Optimisation for the Maximum Matching Problem—0
A Tight Runtime Analysis for the (μ+ λ) EA—0
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