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Evolutionary Algorithms

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TitleStatusHype
Building Better Nurse Scheduling Algorithms—0
Can Evolutionary Clustering Have Theoretical Guarantees?—0
A Parallel Divide-and-Conquer based Evolutionary Algorithm for Large-scale Optimization—0
A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities—0
A Lower Bound Analysis of Population-based Evolutionary Algorithms for Pseudo-Boolean Functions—0
Adaptive Parameter Selection in Evolutionary Algorithms by Reinforcement Learning with Dynamic Discretization of Parameter Range—0
An upper bound of the mutation probability in the genetic algorithm for general 0-1 knapsack problem—0
A novel mutation operator based on the union of fitness and design spaces information for Differential Evolution—0
A Line Complex-Based Evolutionary Algorithm for Many-Objective Optimization—0
A Novel ML-driven Test Case Selection Approach for Enhancing the Performance of Grammatical Evolution—0
A Novel Graphic Bending Transformation on Benchmark—0
Adaptive Neuro-Surrogate-Based Optimisation Method for Wave Energy Converters Placement Optimisation—0
Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution—0
A Novel Genetic Search Scheme Based on Nature -- Inspired Evolutionary Algorithms for Self-Dual Codes—0
A Novel Energy Aware Node Clustering Algorithm for Wireless Sensor Networks Using a Modified Artificial Fish Swarm Algorithm—0
Algorithm Portfolio for Individual-based Surrogate-Assisted Evolutionary Algorithms—0
Adapting Novelty towards Generating Antigens for Antivirus systems—0
Algorithmically probable mutations reproduce aspects of evolution such as convergence rate, genetic memory, and modularity—0
Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms—0
Deep Learning-Based Operators for Evolutionary Algorithms—0
A Joint Model for 2D and 3D Pose Estimation from a Single Image—0
An Online Prediction Approach Based on Incremental Support Vector Machine for Dynamic Multiobjective Optimization—0
CCSRP: Robust Pruning of Spiking Neural Networks through Cooperative Coevolution—0
Across-Task Neural Architecture Search via Meta Learning—0
An Inverse Modeling Constrained Multi-Objective Evolutionary Algorithm Based on Decomposition—0
Accelerating evolutionary exploration through language model-based transfer learning—0
Deep Evolution for Facial Emotion Recognition—0
Deep Optimisation: Solving Combinatorial Optimisation Problems using Deep Neural Networks—0
Defending Deep Neural Networks against Backdoor Attacks via Module Switching—0
An introduction to synchronous self-learning Pareto strategy—0
Concurrent Pump Scheduling and Storage Level Optimization Using Meta-Models and Evolutionary Algorithms—0
A Crossover That Matches Diverse Parents Together in Evolutionary Algorithms—0
Computing factorized approximations of Pareto-fronts using mNM-landscapes and Boltzmann distributions—0
Computing Diverse Sets of High Quality TSP Tours by EAX-Based Evolutionary Diversity Optimisation—0
An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization—0
Accelerating differential evolution algorithm with Gaussian sampling based on estimating the convergence points—0
Computational Complexity Analysis of Genetic Programming—0
Conserving Human Creativity with Evolutionary Generative Algorithms: A Case Study in Music Generation—0
Constrained Multi-objective Optimization with Deep Reinforcement Learning Assisted Operator Selection—0
An LLM-Empowered Adaptive Evolutionary Algorithm For Multi-Component Deep Learning Systems—0
Continuous On-line Evolution of Agent Behaviours with Cartesian Genetic Programming—0
Controllable Neural Symbolic Regression—0
An optimization algorithm inspired by the States of Matter that improves the balance between exploration and exploitation—0
Cooperative Heterogeneous Deep Reinforcement Learning—0
Covariance Matrix Adaptation Evolution Strategy Assisted by Principal Component Analysis—0
A Novel Cluster Detection of COVID-19 Patients and Medical Disease Conditions Using Improved Evolutionary Clustering Algorithm Star—0
Cross-Modality Attack Boosted by Gradient-Evolutionary Multiform Optimization—0
A Novel Neural Network-Based Symbolic Regression Method: Neuro-Encoded Expression Programming—0
DARLEI: Deep Accelerated Reinforcement Learning with Evolutionary Intelligence—0
A Benchmarking Environment for Worker Flexibility in Flexible Job Shop Scheduling Problems—0
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