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Evolutionary Algorithms

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TitleStatusHype
Evolutionary Multi-Objective Algorithms for the Knapsack Problems with Stochastic Profits—0
Evolutionary Computation in Action: Feature Selection for Deep Embedding Spaces of Gigapixel Pathology Images—0
Lasting Diversity and Superior Runtime Guarantees for the (μ+1) Genetic Algorithm—0
Improving the Data Efficiency of Multi-Objective Quality-Diversity through Gradient Assistance and Crowding ExplorationCode0
Tight Runtime Bounds for Static Unary Unbiased Evolutionary Algorithms on Linear Functions—0
Multi-objective optimization of energy consumption and execution time in a single level cache memory for embedded systems—0
Forecasting and stabilizing chaotic regimes in two macroeconomic models via artificial intelligence technologies and control methods—0
A Three-Phase Artificial Orcas Algorithm for Continuous and Discrete Problems—0
Fourier Analysis Meets Runtime Analysis: Precise Runtimes on Plateaus—0
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games—0
Sparse Mutation Decompositions: Fine Tuning Deep Neural Networks with Subspace Evolution—0
NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese NetworksCode0
Enabling surrogate-assisted evolutionary reinforcement learning via policy embedding—0
Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation—0
ATM-R: An Adaptive Tradeoff Model with Reference Points for Constrained Multiobjective Evolutionary Optimization—0
Runtime Performance of Evolutionary Algorithms for the Chance-constrained Makespan Scheduling Problem—0
Predicting the Score of Atomic Candidate OWL Class Axioms—0
Neuroevolution of Physics-Informed Neural Nets: Benchmark Problems and Comparative Results—0
The Hybridization of Branch and Bound with Metaheuristics for Nonconvex Multiobjective Optimization—0
Can Evolutionary Clustering Have Theoretical Guarantees?—0
Coevolutionary Framework for Generalized Multimodal Multi-objective OptimizationCode0
The Effect of Epigenetic Blocking on Dynamic Multi-Objective Optimisation Problems—0
Assessing Quality-Diversity Neuro-Evolution Algorithms Performance in Hard Exploration Problems—0
Evolutionary Strategies for the Design of Binary Linear Codes—0
Re-visiting Reservoir Computing architectures optimized by Evolutionary Algorithms—0
Collaborative Multiobjective Evolutionary Algorithms in search of better Pareto Fronts. An application to trading systems—0
Learning Adaptive Evolutionary Computation for Solving Multi-Objective Optimization Problems—0
Exploring the effectiveness of surrogate-assisted evolutionary algorithms on the batch processing problem—0
Information retrieval system using evolutionary algorithms—0
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture SearchCode0
Sub-network Multi-objective Evolutionary Algorithm for Filter Pruning—0
A Secure Federated Data-Driven Evolutionary Multi-objective Optimization Algorithm—0
E2R: a Hierarchical-Learning inspired Novelty-Search method to generate diverse repertoires of grasping trajectories—0
Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function—0
Multi-objective optimization via equivariant deep hypervolume approximationCode0
Evolution is Still Good: Theoretical Analysis of Evolutionary Algorithms on General Cover Problems—0
NeuroEvo: A Cloud-based Platform for Automated Design and Training of Neural Networks using Evolutionary and Particle Swarm Algorithms—0
Comparative Study of Q-Learning and NeuroEvolution of Augmenting Topologies for Self Driving Agents—0
Evolutionary Deep Reinforcement Learning Using Elite Buffer: A Novel Approach Towards DRL Combined with EA in Continuous Control Tasks—0
Diversity and Novelty MasterPrints: Generating Multiple DeepMasterPrints for Increased User Coverage—0
Fast Re-Optimization of LeadingOnes with Frequent ChangesCode0
What to Prune and What Not to Prune at Initialization—0
Understandable Controller Extraction from Video Observations of Swarms—0
Accelerating differential evolution algorithm with Gaussian sampling based on estimating the convergence points—0
Evolving the MCTS Upper Confidence Bounds for Trees Using a Semantic-inspired Evolutionary Algorithm in the Game of Carcassonne—0
Differential evolution variants for Searching D- and A-optimal designs—0
Enhanced Opposition Differential Evolution Algorithm for Multimodal Optimization—0
A multiplicity-preserving crossover operator on graphs. Extended version—0
Runtime Analysis of the (1+1) EA on Weighted Sums of Transformed Linear Functions—0
Evolutionary bagging for ensemble learningCode0
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