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Evolutionary Algorithms

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TitleStatusHype
Power System Resource Expansion Planning—0
Quality-Diversity Algorithms Can Provably Be Helpful for Optimization—0
When Large Language Models Meet Evolutionary Algorithms: Potential Enhancements and Challenges—0
Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments—0
Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection—0
Multiform Evolution for High-Dimensional Problems with Low Effective Dimensionality—0
A Tool for the Procedural Generation of Shaders using Interactive Evolutionary AlgorithmsCode0
Multimodal Optimization with k-Cluster Big Bang-Big Crunch Algorithm and Postprocessing Methods for Identification and Quantification of Optima—0
A Novel ML-driven Test Case Selection Approach for Enhancing the Performance of Grammatical Evolution—0
A Hybrid Intelligent Framework for Maximising SAG Mill Throughput: An Integration of Expert Knowledge, Machine Learning and Evolutionary Algorithms for Parameter Optimisation—0
Decomposing Hard SAT Instances with Metaheuristic Optimization—0
Pre-Evolved Model for Complex Multi-objective Optimization Problems—0
The Conquest of Quantum Genetic Algorithms: The Adventure to Cross the Valley of Death—0
Synergizing Quality-Diversity with Descriptor-Conditioned Reinforcement LearningCode0
DARLEI: Deep Accelerated Reinforcement Learning with Evolutionary Intelligence—0
Pointer Networks Trained Better via Evolutionary Algorithms—0
Combining Kernelized Autoencoding and Centroid Prediction for Dynamic Multi-objective Optimization—0
A Survey and Analysis of Evolutionary Operators for PermutationsCode0
Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandit—0
Coevolution of Neural Architectures and Features for Stock Market Forecasting: A Multi-objective Decision Perspective—0
Look into the Mirror: Evolving Self-Dual Bent Boolean Functions—0
A New Angle: On Evolving Rotation Symmetric Boolean Functions—0
Fast Estimations of Hitting Time of Elitist Evolutionary Algorithms from Fitness Levels—0
Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs—0
Hardest Monotone Functions for Evolutionary AlgorithmsCode0
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