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Evolutionary Algorithms

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TitleStatusHype
Runtime Analysis of a Multi-Valued Compact Genetic Algorithm on Generalized OneMax—0
Runtime Analysis of Evolutionary Diversity Optimization on the Multi-objective (LeadingOnes, TrailingZeros) Problem—0
Advanced Intelligent Optimization Algorithms for Multi-Objective Optimal Power Flow in Future Power Systems: A Review—0
Optimum Beamforming and Grating Lobe Mitigation for Intelligent Reflecting Surfaces—0
NeuroLGP-SM: Scalable Surrogate-Assisted Neuroevolution for Deep Neural Networks—0
Analyzing and Overcoming Local Optima in Complex Multi-Objective Optimization by Decomposition-Based Evolutionary Algorithms—0
Evolutionary Preference Sampling for Pareto Set LearningCode0
Multi-Objective Evolutionary Algorithms with Sliding Window Selection for the Dynamic Chance-Constrained Knapsack Problem—0
Solving the Food-Energy-Water Nexus Problem via Intelligent Optimization Algorithms—0
Achieving Tight O(4^k) Runtime Bounds on Jump_k by Proving that Genetic Algorithms Evolve Near-Maximal Population Diversity—0
Evolving Efficient CNN Based Model for Image Classification—0
Phylogeny-Informed Interaction Estimation Accelerates Co-Evolutionary Learning—0
Using 3-Objective Evolutionary Algorithms for the Dynamic Chance Constrained Knapsack Problem—0
Temporal True and Surrogate Fitness Landscape Analysis for Expensive Bi-Objective Optimisation—0
Minimum variance threshold for epsilon-lexicase selectionCode0
A Flexible Evolutionary Algorithm With Dynamic Mutation Rate Archive—0
Fast Genetic Algorithm for feature selection -- A qualitative approximation approach—0
Already Moderate Population Sizes Provably Yield Strong Robustness to Noise—0
NeuroLGP-SM: A Surrogate-assisted Neuroevolution Approach using Linear Genetic Programming—0
An Analysis of the Preferences of Distribution Indicators in Evolutionary Multi-Objective Optimization—0
Evolving Benchmark Functions to Compare Evolutionary Algorithms via Genetic ProgrammingCode0
Evolutionary Optimization of Model Merging RecipesCode5
LLM Guided Evolution - The Automation of Models Advancing ModelsCode1
An upper bound of the mutation probability in the genetic algorithm for general 0-1 knapsack problem—0
PMBO: Enhancing Black-Box Optimization through Multivariate Polynomial Surrogates—0
Qubit-Wise Architecture Search Method for Variational Quantum Circuits—0
Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution—0
Evolving machine learning workflows through interactive AutoML—0
ICE-SEARCH: A Language Model-Driven Feature Selection Approach—0
Performance Comparison of Surrogate-Assisted Evolutionary Algorithms on Computational Fluid Dynamics Problems—0
An Effective Networks Intrusion Detection Approach Based on Hybrid Harris Hawks and Multi-Layer Perceptron—0
Is the System Message Really Important to Jailbreaks in Large Language Models?—0
Evolutionary Reinforcement Learning: A Systematic Review and Future Directions—0
SONATA: Self-adaptive Evolutionary Framework for Hardware-aware Neural Architecture Search—0
Compact NSGA-II for Multi-objective Feature Selection—0
Learning Discretized Bayesian Networks with GOMEA—0
A Systematic Evaluation of Evolving Highly Nonlinear Boolean Functions in Odd Sizes—0
Evolution and Efficiency in Neural Architecture Search: Bridging the Gap Between Expert Design and Automated Optimization—0
SAIS: A Novel Bio-Inspired Artificial Immune System Based on Symbiotic ParadigmCode0
Can Tree Based Approaches Surpass Deep Learning in Anomaly Detection? A Benchmarking StudyCode0
Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models—0
A Bandit Approach with Evolutionary Operators for Model Selection—0
Breaking Free: How to Hack Safety Guardrails in Black-Box Diffusion Models!Code0
Diffusion Model-Based Multiobjective Optimization for Gasoline Blending Scheduling—0
Evolution Guided Generative Flow Networks—0
ReEvo: Large Language Models as Hyper-Heuristics with Reflective EvolutionCode3
Evolutionary Algorithms Simulating Molecular Evolution: A New Field Proposal—0
Real Evaluations Tractability using Continuous Goal-Directed Actions in Smart City Applications—0
SCAPE: Searching Conceptual Architecture Prompts using EvolutionCode0
Explainable Benchmarking for Iterative Optimization HeuristicsCode1
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