Automated Algorithm Selection: Survey and Perspectives
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00242
Automated Algorithm Selection on Continuous Black-Box Problems by Combining Exploratory Landscape Analysis and Machine Learning
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00236
A Probabilistic and Multi-Objective Analysis of Lexicase Selection and ε-Lexicase Selection
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00224
A Hybrid Genetic Programming Algorithm for Automated Design of Dispatching Rules
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00230
Gaussian Process Surrogate Models for the CMA Evolution Strategy
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00244
Search Dynamics on Multimodal Multiobjective Problems
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00234
A Predictive-Reactive Approach with Genetic Programming and Cooperative Coevolution for the Uncertain Capacitated Arc Routing Problem
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00256
Improving Model-Based Genetic Programming for Symbolic Regression of Small Expressions
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00278
Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00260
Landscape Analysis of a Class of NP-Hard Binary Packing Problems
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00237
On the Runtime Analysis of the Clearing Diversity-Preserving Mechanism
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00225
Genetic Programming Hyper-Heuristics with Vehicle Collaboration for Uncertain Capacitated Arc Routing Problems
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00267
Constraint Handling Guided by Landscape Analysis in Combinatorial and Continuous Search Spaces
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00222
Evolution of Deep Convolutional Neural Networks Using Cartesian Genetic Programming
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00253
A New Generalized Partition Crossover for the Traveling Salesman Problem: Tunneling between Local Optima
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00254
Direct Feature Evaluation in Black-Box Optimization Using Problem Transformations
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00247
Parameterized Analysis of Multiobjective Evolutionary Algorithms and the Weighted Vertex Cover Problem
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00255
Neuroevolution of a Modular Memory-Augmented Neural Network for Deep Memory Problems
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00239
Hypervolume Subset Selection with Small Subsets
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00235
Automatic Configuration of Multi-Objective Local Search Algorithms for Permutation Problems
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00240
Anatomy of the Attraction Basins: Breaking with the Intuition
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00227
Opposition-Based Memetic Algorithm and Hybrid Approach for Sorting Permutations by Reversals
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00220
Multi-Objectivising Combinatorial Optimisation Problems by Means of Elementary Landscape Decompositions
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00219
Automatically Designing State-of-the-Art Multi- and Many-Objective Evolutionary Algorithms
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00263
Guiding Neuroevolution with Structural Objectives
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00250
Genetic Programming for Evolving Similarity Functions for Clustering: Representations and Analysis
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00264
Mirrored Orthogonal Sampling for Covariance Matrix Adaptation Evolution Strategies
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00251
Analysis of the (μ/μI,λ)-CSA-ES with Repair by Projection Applied to a Conically Constrained Problem
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00261
Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00286
A Tandem Evolutionary Algorithm for Identifying Causal Rules from Complex Data
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00252
Hyperplane-Approximation-Based Method for Many-Objective Optimization Problems with Redundant Objectives
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00223
Learning and Searching Pseudo-Boolean Surrogate Functions from Small Samples
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00257
Interaction-Transformation Evolutionary Algorithm for Symbolic Regression
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00285
A New Framework for Analysis of Coevolutionary Systems—Directed Graph Representation and Random Walks
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00218
Theoretical Analysis of Local Search and Simple Evolutionary Algorithms for the Generalized Travelling Salesperson Problem
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00233
Latin Hypercube Designs with Branching and Nested Factors for Initialization of Automatic Algorithm Configuration
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00241
Adaptive Fitness Predictors in Coevolutionary Cartesian Genetic Programming
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00229
Extending the “Open-Closed Principle” to Automated Algorithm Configuration
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00245
Generating New Space-Filling Test Instances for Continuous Black-Box Optimization
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00262
Multi-objective Evolutionary Algorithms are Still Good: Maximizing Monotone Approximately Submodular Minus Modular Functions
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00288
Multioracle Coevolutionary Learning of Requirements Specifications from Examples in On-The-Fly Markets
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00266
EvoComposer: An Evolutionary Algorithm for 4-Voice Music Compositions
来源期刊:Evolutionary ComputationDOI:10.1162/evco_a_00265
Foreword
来源期刊:Evolutionary ComputationDOI:10.1162/evco_e_00246