| Sample Reuse via Importance Sampling in Information Geometric Optimization | May 31, 2018 | Evolutionary AlgorithmsIncremental Learning | —Unverified | 0 |
| How to Blend a Robot within a Group of Zebrafish: Achieving Social Acceptance through Real-time Calibration of a Multi-level Behavioural Model | May 29, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Evolutionary Algorithms | May 28, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| GenAttack: Practical Black-box Attacks with Gradient-Free Optimization | May 28, 2018 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Evolution-Guided Policy Gradient in Reinforcement Learning | May 21, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Design and Analysis of Diversity-Based Parent Selection Schemes for Speeding Up Evolutionary Multi-objective Optimisation | May 3, 2018 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| VINE: An Open Source Interactive Data Visualization Tool for Neuroevolution | May 3, 2018 | Data VisualizationEvolutionary Algorithms | CodeCode Available | 0 |
| Multiobjective Optimization Differential Evolution Enhanced with Principle Component Analysis for Constrained Optimization | May 1, 2018 | Evolutionary AlgorithmsMultiobjective Optimization | —Unverified | 0 |
| Optimal-margin evolutionary classifier | Apr 26, 2018 | ClassificationEvolutionary Algorithms | CodeCode Available | 0 |
| Limited Evaluation Cooperative Co-evolutionary Differential Evolution for Large-scale Neuroevolution | Apr 19, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Memetic Algorithms Beat Evolutionary Algorithms on the Class of Hurdle Problems | Apr 17, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices | Apr 16, 2018 | Evolutionary AlgorithmsGeneral Classification | —Unverified | 0 |
| On Asynchronous Non-Dominated Sorting for Steady-State Multiobjective Evolutionary Algorithms | Apr 14, 2018 | BlockingEvolutionary Algorithms | —Unverified | 0 |
| Composing photomosaic images using clustering based evolutionary programming | Apr 9, 2018 | ClusteringCombinatorial Optimization | —Unverified | 0 |
| When Hypermutations and Ageing Enable Artificial Immune Systems to Outperform Evolutionary Algorithms | Apr 4, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Evolutionary n-level Hypergraph Partitioning with Adaptive Coarsening | Mar 25, 2018 | Evolutionary Algorithmshypergraph partitioning | —Unverified | 0 |
| A General Dichotomy of Evolutionary Algorithms on Monotone Functions | Mar 25, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Fast Neural Architecture Construction using EnvelopeNets | Mar 18, 2018 | Evolutionary AlgorithmsGPU | —Unverified | 0 |
| Policy Search in Continuous Action Domains: an Overview | Mar 13, 2018 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Enhancing Evolutionary Conversion Rate Optimization via Multi-armed Bandit Algorithms | Mar 10, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| IGD Indicator-based Evolutionary Algorithm for Many-objective Optimization Problems | Feb 24, 2018 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Improved Regularity Model-based EDA for Many-objective Optimization | Feb 24, 2018 | Dimensionality ReductionDiversity | —Unverified | 0 |
| Discrepancy-based Evolutionary Diversity Optimization | Feb 15, 2018 | Combinatorial OptimizationDiversity | —Unverified | 0 |
| Regularized Evolution for Image Classifier Architecture Search | Feb 5, 2018 | Evolutionary AlgorithmsImage Classification | CodeCode Available | 0 |
| Improved Runtime Bounds for the Univariate Marginal Distribution Algorithm via Anti-Concentration | Feb 2, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| The Benefits of Population Diversity in Evolutionary Algorithms: A Survey of Rigorous Runtime Analyses | Jan 30, 2018 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Noise Cancellation in Cognitive Radio Systems: A Performance Comparison of Evolutionary Algorithms | Jan 29, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Denoising Signals in Cognitive Radio Systems Using An Evolutionary Algorithm Based Adaptive Filter | Jan 29, 2018 | DenoisingEvolutionary Algorithms | —Unverified | 0 |
| A mullti- or many- objective evolutionary algorithm with global loop update | Jan 25, 2018 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining | Jan 16, 2018 | Evolutionary AlgorithmsNeural Architecture Search | —Unverified | 0 |
| Better Runtime Guarantees Via Stochastic Domination | Jan 13, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Complexity Theory for Discrete Black-Box Optimization Heuristics | Jan 6, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Evolutionary Expectation Maximization for Generative Models with Binary Latents | Jan 1, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning | Dec 18, 2017 | Deep Reinforcement LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations | Dec 13, 2017 | Evolutionary AlgorithmsGeneral Classification | —Unverified | 0 |
| Drift Analysis | Dec 4, 2017 | Evolutionary Algorithms | —Unverified | 0 |
| Progressive Neural Architecture Search | Dec 2, 2017 | Evolutionary AlgorithmsGeneral Classification | CodeCode Available | 0 |
| Maximizing Submodular or Monotone Approximately Submodular Functions by Multi-objective Evolutionary Algorithms | Nov 20, 2017 | Combinatorial OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Concurrent Pump Scheduling and Storage Level Optimization Using Meta-Models and Evolutionary Algorithms | Nov 14, 2017 | Evolutionary AlgorithmsScheduling | —Unverified | 0 |
| Running Time Analysis of the (1+1)-EA for OneMax and LeadingOnes under Bit-wise Noise | Nov 2, 2017 | Evolutionary Algorithms | —Unverified | 0 |
| A Many-Objective Evolutionary Algorithm with Angle-Based Selection and Shift-Based Density Estimation | Sep 30, 2017 | Density EstimationEvolutionary Algorithms | —Unverified | 0 |
| Text Compression for Sentiment Analysis via Evolutionary Algorithms | Sep 20, 2017 | Data CompressionEvolutionary Algorithms | —Unverified | 0 |
| Theoretical Analysis of Stochastic Search Algorithms | Sep 4, 2017 | Evolutionary Algorithms | —Unverified | 0 |
| Algorithmically probable mutations reproduce aspects of evolution such as convergence rate, genetic memory, and modularity | Sep 1, 2017 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Standard Steady State Genetic Algorithms Can Hillclimb Faster than Mutation-only Evolutionary Algorithms | Aug 4, 2017 | Evolutionary Algorithms | —Unverified | 0 |
| Preselection via Classification: A Case Study on Evolutionary Multiobjective Optimization | Aug 3, 2017 | ClassificationEvolutionary Algorithms | —Unverified | 0 |
| A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition | Jul 26, 2017 | Dimensionality ReductionEvolutionary Algorithms | —Unverified | 0 |
| Ideological Sublations: Resolution of Dialectic in Population-based Optimization | Jul 21, 2017 | compressed sensingEvolutionary Algorithms | —Unverified | 0 |
| Gray-box optimization and factorized distribution algorithms: where two worlds collide | Jul 11, 2017 | Evolutionary AlgorithmsVocal Bursts Valence Prediction | CodeCode Available | 0 |
| PasMoQAP: A Parallel Asynchronous Memetic Algorithm for solving the Multi-Objective Quadratic Assignment Problem | Jun 27, 2017 | Evolutionary Algorithms | CodeCode Available | 0 |