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Evolutionary Algorithms

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TitleStatusHype
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
Using 3-Objective Evolutionary Algorithms for the Dynamic Chance Constrained Knapsack Problem—0
Using Cooperative Co-evolutionary Search to Generate Metamorphic Test Cases for Autonomous Driving Systems—0
Using Skill Rating as Fitness on the Evolution of GANs—0
Using the quaternion's representation of individuals in swarm intelligence and evolutionary computation—0
Uso de GSO cooperativos com decaimentos de pesos para otimizacao de redes neurais—0
Variable Division and Optimization for Constrained Multiobjective Portfolio Problems—0
Vector Autoregressive Evolution for Dynamic Multi-Objective Optimisation—0
Versatile Black-Box Optimization—0
Visual Evolutionary Optimization on Combinatorial Problems with Multimodal Large Language Models: A Case Study of Influence Maximization—0
Visualising Evolution History in Multi- and Many-Objective Optimisation—0
Warm-Start AlphaZero Self-Play Search Enhancements—0
Warm Starting of CMA-ES for Contextual Optimization Problems—0
Weak Pareto Boundary: The Achilles' Heel of Evolutionary Multi-Objective Optimization—0
Weighted-Scenario Optimisation for the Chance Constrained Travelling Thief Problem—0
Towards Self-adaptive Mutation in Evolutionary Multi-Objective Algorithms—0
What to Prune and What Not to Prune at Initialization—0
When Hypermutations and Ageing Enable Artificial Immune Systems to Outperform Evolutionary Algorithms—0
When Non-Elitism Meets Time-Linkage Problems—0
Why We Do Not Evolve Software? Analysis of Evolutionary Algorithms—0
Working Principles of Binary Differential Evolution—0
Zero-Shot Chain-of-Thought Reasoning Guided by Evolutionary Algorithms in Large Language Models—0
Evolutionary Multimodal Optimization: A Short Survey—0
Evolutionary Multi-Objective Algorithms for the Knapsack Problems with Stochastic Profits—0
Evolutionary Multi-objective Optimisation in Neurotrajectory Prediction—0
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