| On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints | Feb 27, 2019 | Evolutionary AlgorithmsTranslation | —Unverified | 0 |
| Learning to Sample Hard Instances for Graph Algorithms | Feb 26, 2019 | Evolutionary Algorithms | CodeCode Available | 0 |
| Mitigating Metaphors: A Comprehensible Guide to Recent Nature-Inspired Algorithms | Feb 21, 2019 | Evolutionary Algorithms | —Unverified | 0 |
| Evolutionary Neural AutoML for Deep Learning | Feb 18, 2019 | AutoMLDeep Learning | CodeCode Available | 1 |
| Learn a Prior for RHEA for Better Online Planning | Feb 14, 2019 | Evolutionary AlgorithmsMuJoCo | —Unverified | 0 |
| Analysis of Baseline Evolutionary Algorithms for the Packing While Travelling Problem | Feb 13, 2019 | Evolutionary Algorithms | —Unverified | 0 |
| Evolutionary Algorithms for the Chance-Constrained Knapsack Problem | Feb 13, 2019 | Evolutionary AlgorithmsStochastic Optimization | —Unverified | 0 |
| Guiding Neuroevolution with Structural Objectives | Feb 12, 2019 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Improving NeuroEvolution Efficiency by Surrogate Model-based Optimization with Phenotypic Distance Kernels | Feb 9, 2019 | Evolutionary AlgorithmsReinforcement Learning | —Unverified | 0 |
| Novelty Search for Deep Reinforcement Learning Policy Network Weights by Action Sequence Edit Metric Distance | Feb 8, 2019 | Deep Reinforcement LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Self-Adjusting Mutation Rates with Provably Optimal Success Rules | Feb 7, 2019 | Evolutionary Algorithms | CodeCode Available | 0 |
| Fast Re-Optimization via Structural Diversity | Feb 1, 2019 | DiversityEvolutionary Algorithms | —Unverified | 0 |
| Parallel Black-Box Complexity with Tail Bounds | Jan 31, 2019 | Evolutionary Algorithms | —Unverified | 0 |
| A Black-box Attack on Neural Networks Based on Swarm Evolutionary Algorithm | Jan 26, 2019 | Evolutionary Algorithms | —Unverified | 0 |
| Evaluation Function Approximation for Scrabble | Jan 25, 2019 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation | Jan 17, 2019 | Evolutionary Algorithms | —Unverified | 0 |
| Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems | Jan 17, 2019 | Evolutionary Algorithms | CodeCode Available | 0 |
| Weights Adaptation Optimization of Heterogeneous Epidemic Spreading Networks: A Constrained Cooperative Coevolution Strategy | Jan 3, 2019 | Evolutionary Algorithms | —Unverified | 0 |
| An Improved multi-objective genetic algorithm based on orthogonal design and adaptive clustering pruning strategy | Jan 3, 2019 | ClusteringEvolutionary Algorithms | —Unverified | 0 |
| Evolutionary Construction of Convolutional Neural Networks | Jan 2, 2019 | Evolutionary Algorithms | —Unverified | 0 |
| General Subpopulation Framework and Taming the Conflict Inside Populations | Jan 2, 2019 | Evolutionary Algorithms | CodeCode Available | 0 |
| Sample-Efficient Neural Architecture Search by Learning Action Space for Monte Carlo Tree Search | Jan 1, 2019 | Evolutionary AlgorithmsImage Classification | —Unverified | 0 |
| A Tight Runtime Analysis for the (μ+ λ) EA | Dec 28, 2018 | Evolutionary Algorithms | —Unverified | 0 |
| Towards an Evolvable Cancer Treatment Simulator | Dec 19, 2018 | Evolutionary AlgorithmsTwo-sample testing | —Unverified | 0 |
| Fast Exact Computation of Expected HyperVolume Improvement | Dec 18, 2018 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
