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Evolutionary Algorithms

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TitleStatusHype
The (1+1) Elitist Black-Box Complexity of LeadingOnes—0
The 1/5-th Rule with Rollbacks: On Self-Adjustment of the Population Size in the (1+(λ,λ)) GA—0
The (1+λ) Evolutionary Algorithm with Self-Adjusting Mutation Rate—0
A Rigorous Runtime Analysis of the (1 + (λ, λ)) GA on Jump Functions—0
The (1+(λ,λ)) Genetic Algorithm for Permutations—0
The Benefits of Population Diversity in Evolutionary Algorithms: A Survey of Rigorous Runtime Analyses—0
The Compact Genetic Algorithm Struggles on Cliff Functions—0
The Cone epsilon-Dominance: An Approach for Evolutionary Multiobjective Optimization—0
The Conquest of Quantum Genetic Algorithms: The Adventure to Cross the Valley of Death—0
The Effect of Epigenetic Blocking on Dynamic Multi-Objective Optimisation Problems—0
The Efficiency Threshold for the Offspring Population Size of the (μ, λ) EA—0
The Evolutionary Process of Image Transition in Conjunction with Box and Strip Mutation—0
The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem—0
The Hybridization of Branch and Bound with Metaheuristics for Nonconvex Multiobjective Optimization—0
The IBMAP approach for Markov networks structure learning—0
The Impact of Asynchrony on Parallel Model-Based EAs—0
The linear hidden subset problem for the (1+1) EA with scheduled and adaptive mutation rates—0
Theoretical Advantage of Multiobjective Evolutionary Algorithms for Problems with Different Degrees of Conflict—0
Theoretical Analyses of Evolutionary Algorithms on Time-Linkage OneMax with General Weights—0
Theoretical Analyses of Multiobjective Evolutionary Algorithms on Multimodal Objectives—0
Theoretical Analysis of Stochastic Search Algorithms—0
Theoretical Perspective of Convergence Complexity of Evolutionary Algorithms Adopting Optimal Mixing—0
Theory of Estimation-of-Distribution Algorithms—0
Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices—0
The Right Mutation Strength for Multi-Valued Decision Variables—0
The Role of Evolution in Machine Intelligence—0
The Runtime of the Compact Genetic Algorithm on Jump Functions—0
The Sampling-and-Learning Framework: A Statistical View of Evolutionary Algorithms—0
The surprising little effectiveness of cooperative algorithms in parallel problem solving—0
The Univariate Marginal Distribution Algorithm Copes Well With Deception and Epistasis—0
Tight Runtime Bounds for Static Unary Unbiased Evolutionary Algorithms on Linear Functions—0
Time Complexity Analysis of Evolutionary Algorithms for 2-Hop (1,2)-Minimum Spanning Tree Problem—0
Time Efficiency in Optimization with a Bayesian-Evolutionary Algorithm—0
Tools for Landscape Analysis of Optimisation Problems in Procedural Content Generation for Games—0
Toward Artificial Open-Ended Evolution within Lenia using Quality-Diversity—0
Towards a More Practice-Aware Runtime Analysis of Evolutionary Algorithms—0
Towards an Evolvable Cancer Treatment Simulator—0
Towards a Stronger Theory for Permutation-based Evolutionary Algorithms—0
Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling (1+λ) EA Variants on OneMax and LeadingOnes—0
Towards Automated Algebraic Multigrid Preconditioner Design Using Genetic Programming for Large-Scale Laser Beam Welding Simulations—0
Autonomous Multi-Objective Optimization Using Large Language Model—0
Towards reducing the multidimensionality of OLAP cubes using the Evolutionary Algorithms and Factor Analysis Methods—0
Towards Running Time Analysis of Interactive Multi-objective Evolutionary Algorithms—0
Training Electric Vehicle Charging Controllers with Imitation Learning—0
Transfer Learning Based Co-surrogate Assisted Evolutionary Bi-objective Optimization for Objectives with Non-uniform Evaluation Times—0
Trends in Neural Architecture Search: Towards the Acceleration of Search—0
Tuning of Drone PD Controller Parameters for Medical Supplies Delivery—0
Uncertainty And Evolutionary Optimization: A Novel Approach—0
Understandable Controller Extraction from Video Observations of Swarms—0
Un-evaluated Solutions May Be Valuable in Expensive Optimization—0
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