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Evolutionary Algorithms

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TitleStatusHype
A Tournament of Transformation Models: B-Spline-based vs. Mesh-based Multi-Objective Deformable Image Registration—0
EmoDM: A Diffusion Model for Evolutionary Multi-objective Optimization—0
A First Step Towards Runtime Analysis of Evolutionary Neural Architecture Search—0
Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid AlgorithmsCode3
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
Evolutionary Computation in the Era of Large Language Model: Survey and RoadmapCode2
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
Single and Multi-Objective Optimization Benchmark Problems Focusing on Human-Powered Aircraft DesignCode1
MToP: A MATLAB Optimization Platform for Evolutionary MultitaskingCode1
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
Coevolution of Neural Architectures and Features for Stock Market Forecasting: A Multi-objective Decision Perspective—0
Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandit—0
Look into the Mirror: Evolving Self-Dual Bent Boolean Functions—0
A New Angle: On Evolving Rotation Symmetric Boolean Functions—0
Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs—0
Fast Estimations of Hitting Time of Elitist Evolutionary Algorithms from Fitness Levels—0
Hardest Monotone Functions for Evolutionary AlgorithmsCode0
Benchmarking Differential Evolution on a Quantum Simulator—0
Evolutionary Tabletop Game Design: A Case Study in the Risk Game—0
Ever Evolving Evaluator (EV3): Towards Flexible and Reliable Meta-Optimization for Knowledge DistillationCode0
Large Language Models as Evolutionary OptimizersCode1
Efficient CPU-Optimized Parameter Estimation for Modeling Fish Schooling Behavior in Large Particle Systems—0
Large Language Model for Multi-objective Evolutionary OptimizationCode1
Performance Evaluation of Evolutionary Algorithms for Analog Integrated Circuit Design Optimisation—0
Solution to Advanced Manufacturing Process Problems using Cohort Intelligence Algorithm with Improved Constraint Handling Approaches—0
Evolutionary Dynamic Optimization and Machine Learning—0
Towards Running Time Analysis of Interactive Multi-objective Evolutionary Algorithms—0
AbCD: A Component-wise Adjustable Framework for Dynamic Optimization ProblemsCode0
Bivariate Estimation-of-Distribution Algorithms Can Find an Exponential Number of OptimaCode0
Design Optimizer for Planar Soft-Growing Robot Manipulators—0
An automatic selection of optimal recurrent neural network architecture for processes dynamics modelling purposes—0
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions—0
Speeding-up Evolutionary Algorithms to solve Black-Box Optimization ProblemsCode0
AxOMaP: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming—0
Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive OptimizationCode1
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