| Automated Algorithm Selection: Survey and Perspectives |
21 |
| How to Specify a Reference Point in Hypervolume Calculation for Fair Performance Comparison |
16 |
| Automated Algorithm Selection on Continuous Black-Box Problems by Combining Exploratory Landscape Analysis and Machine Learning |
11 |
| Analyzing Evolutionary Optimization in Noisy Environments |
8 |
| Leveraging TSP Solver Complementarity through Machine Learning |
6 |
| A New Algorithm Using the Non-Dominated Tree to Improve Non-Dominated Sorting |
5 |
| A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules |
5 |
| Cooperative Coevolution with Formula-Based Variable Grouping for Large-Scale Global Optimization |
5 |
| A Large-Scale Experimental Evaluation of High-Performing Multi- and Many-Objective Evolutionary Algorithms |
4 |
| Competent Geometric Semantic Genetic Programming for Symbolic Regression and Boolean Function Synthesis |
4 |
| On the Effectiveness of Sampling for Evolutionary Optimization in Noisy Environments |
4 |
| Probabilistic Analysis of the (1+1)-Evolutionary Algorithm |
4 |
| A Probabilistic and Multi-Objective Analysis of Lexicase Selection and epsilon-Lexicase Selection |
3 |
| Using Hadoop MapReduce for Parallel Genetic Algorithms: A Comparison of the Global, Grid and Island Models |
3 |
| On Proportions of Fit Individuals in Population of Mutation-Based Evolutionary Algorithm with Tournament Selection |
3 |
| Counterexample-Driven Genetic Programming: Heuristic Program Synthesis from Formal Specifications |
2 |
| Landscape Analysis of a Class of NP-Hard Binary Packing Problems |
2 |
| Search Dynamics on Multimodal Multiobjective Problems |
2 |
| Constraint Handling Guided by Landscape Analysis in Combinatorial and Continuous Search Spaces |
2 |
| On the Runtime Analysis of the Clearing Diversity-Preserving Mechanism |
2 |
| Exploiting Linkage Information and Problem-Specific Knowledge in Evolutionary Distribution Network Expansion Planning |
1 |
| Emergent Solutions to High-Dimensional Multitask Reinforcement Learning |
1 |
| Anatomy of the Attraction Basins: Breaking with the Intuition |
1 |
| Co-Optimization Free Lunches: Tractability of Optimal Black-Box Algorithms for Maximizing Expected Utility |
1 |
| Latin Hypercube Designs with Branching and Nested Factors for Initialization of Automatic Algorithm Configuration |
1 |
| Direct Feature Evaluation in Black-Box Optimization Using Problem Transformations |
1 |
| Decomposition Algorithms for a Multi-Hard Problem |
1 |
| Neuroevolution of a Modular Memory-Augmented Neural Network for Deep Memory Problems |
1 |
| Mirrored Orthogonal Sampling for Covariance Matrix Adaptation Evolution Strategies |
1 |
| Parameterized Analysis of Multiobjective Evolutionary Algorithms and the Weighted Vertex Cover Problem |
0 |
| Data-Efficient Design Exploration through Surrogate-Assisted Illumination |
0 |
| Modelling Evolutionary Algorithms with Stochastic Differential Equations |
0 |
| Multi-Objectivising Combinatorial Optimisation Problems by Means of Elementary Landscape Decompositions |
0 |
| Hyperplane-Approximation-Based Method for Many-Objective Optimization Problems with Redundant Objectives |
0 |
| Towards Automation and Augmentation of the Design of Schedulers for Cellular Communications Networks |
0 |
| Opposition-Based Memetic Algorithm and Hybrid Approach for Sorting Permutations by Reversals |
0 |
| A New Framework for Analysis of Coevolutionary Systems-Directed Graph Representation and Random Walks |
0 |
| Hypervolume Subset Selection with Small Subsets |
0 |
| Gaussian Process Surrogate Models for the CMA Evolution Strategy |
0 |
| Quantifying Selection Pressure |
0 |
| Theoretical Analysis of Local Search and Simple Evolutionary Algorithms for the Generalized Travelling Salesperson Problem |
0 |
| Adaptive Fitness Predictors in Coevolutionary Cartesian Genetic Programming |
0 |
| On Constructing Ensembles for Combinatorial Optimisation |
0 |
| GAMBIT: A Parameterless Model-Based Evolutionary Algorithm for Mixed-Integer Problems |
0 |
| Theoretical and Empirical Analysis of a Spatial EA Parallel Boosting Algorithm |
0 |
| Automatic Configuration of Multi-Objective Local Search Algorithms for Permutation Problems |
0 |
| Extending the Open-Closed Principle to Automated Algorithm Configuration |
0 |
