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Evolutionary Algorithms

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TitleStatusHype
Investigating the Parameter Space of Evolutionary Algorithms—0
Global Convergence of the (1+1) Evolution Strategy—0
A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications—0
Metaheuristic Design of Feedforward Neural Networks: A Review of Two Decades of Research—0
Evolutionary learning of fire fighting strategies—0
How to Read Many-Objective Solution Sets in Parallel Coordinates—0
A Tribe Competition-Based Genetic Algorithm for Feature Selection in Pattern Classification—0
Genealogical Distance as a Diversity Estimate in Evolutionary Algorithms—0
Analysis of Vanilla Rolling Horizon Evolution Parameters in General Video Game Playing—0
Population Seeding Techniques for Rolling Horizon Evolution in General Video Game Playing—0
A Popperian Falsification of Artificial Intelligence -- Lighthill Defended—0
Runtime Analysis of the (1+(λ,λ)) Genetic Algorithm on Random Satisfiable 3-CNF Formulas—0
Approximating Optimization Problems using EAs on Scale-Free Networks—0
The (1+λ) Evolutionary Algorithm with Self-Adjusting Mutation Rate—0
Experimental Analysis of Design Elements of Scalarizing Functions-based Multiobjective Evolutionary Algorithms—0
An Adaptive Framework to Tune the Coordinate Systems in Evolutionary Algorithms—0
Evolutionary Image Composition Using Feature Covariance Matrices—0
Large-Scale Evolution of Image ClassifiersCode0
Co-evolutionary multi-task learning for dynamic time series predictionCode0
Beyond Evolutionary Algorithms for Search-based Software Engineering—0
Subpopulation Diversity Based Selecting Migration Moment in Distributed Evolutionary Algorithms—0
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization—0
Optimization of Test Case Generation using Genetic Algorithm (GA)—0
Solving Combinatorial Optimization problems with Quantum inspired Evolutionary Algorithm Tuned using a Novel Heuristic Method—0
Difficulty Adjustable and Scalable Constrained Multi-objective Test Problem Toolkit—0
Improved Quick Hypervolume Algorithm—0
A Differentiable Physics Engine for Deep Learning in Robotics—0
Surrogate-Assisted Partial Order-based Evolutionary Optimisation—0
Investigating the effects Diversity Mechanisms have on Evolutionary Algorithms in Dynamic Environments—0
A Constraint-Handling Technique for Genetic Algorithms using a Violation Factor—0
Can Evolutionary Sampling Improve Bagged Ensembles?Code0
Learning Opposites Using Neural Networks—0
Modelling Cyber-Security Experts' Decision Making Processes using Aggregation Operators—0
Haploid-Diploid Evolutionary Algorithms—0
Evolutionary Approaches to Optimization Problems in Chimera Topologies—0
Student's t Distribution based Estimation of Distribution Algorithms for Derivative-free Global Optimization—0
Drift Analysis and Evolutionary Algorithms Revisited—0
The Evolutionary Process of Image Transition in Conjunction with Box and Strip Mutation—0
mpEAd: Multi-Population EA Diagrams—0
Populations can be essential in tracking dynamic optima—0
Self-adaptation of Mutation Rates in Non-elitist Populations—0
Learning from Non-Stationary Stream Data in Multiobjective Evolutionary Algorithm—0
A Lower Bound Analysis of Population-based Evolutionary Algorithms for Pseudo-Boolean Functions—0
K-Bit-Swap: A New Operator For Real-Coded Evolutionary Algorithms—0
Evolutionary Image Transition Based on Theoretical Insights of Random Processes—0
Estimating parameters of nonlinear systems using the elitist particle filter based on evolutionary strategies—0
The Right Mutation Strength for Multi-Valued Decision Variables—0
The (1+1) Elitist Black-Box Complexity of LeadingOnes—0
Parameterized Analysis of Multi-objective Evolutionary Algorithms and the Weighted Vertex Cover Problem—0
An electronic-game framework for evaluating coevolutionary algorithms—0
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