| 151 |
The Importance of Landscape Features for Performance Prediction of Modular CMA-ES Variants
Ana Kostovska, Diederick Vermetten, ... (+4 more)
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cs.NE
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16 |
4 years ago |
| 152 |
Explanation of Stagnation at Points that are not Local Optima in Particle Swarm Optimization by Potential Analysis
Alexander Raß, Manuel Schmitt, Rolf Wanka
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👻
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cs.AI
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15 |
11 years ago |
| 153 |
Self Organizing Classifiers and Niched Fitness
Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata
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👻
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cs.NE
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15 |
7 years ago |
| 154 |
Runtime Analysis of the Univariate Marginal Distribution Algorithm under Low Selective Pressure and Prior Noise
Per Kristian Lehre, Phan Trung Hai Nguyen
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👻
Ghosted
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cs.NE
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15 |
7 years ago |
| 155 |
Optimizing LLVM Pass Sequences with Shackleton: A Linear Genetic Programming Framework
Hannah Peeler, Shuyue Stella Li, ... (+4 more)
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cs.NE
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15 |
4 years ago |
| 156 |
The Quality-Diversity Transformer: Generating Behavior-Conditioned Trajectories with Decision Transformers
Valentin Macé, Raphaël Boige, ... (+4 more)
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cs.NE
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15 |
3 years ago |
| 157 |
CMA-ES with Learning Rate Adaptation: Can CMA-ES with Default Population Size Solve Multimodal and Noisy Problems?
Masahiro Nomura, Youhei Akimoto, Isao Ono
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👻
Ghosted
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cs.NE
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15 |
3 years ago |
| 158 |
Bivariate Estimation-of-Distribution Algorithms Can Find an Exponential Number of Optima
Benjamin Doerr, Martin S. Krejca
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👻
Ghosted
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cs.NE
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15 |
2 years ago |
| 159 |
Large-scale Benchmarking of Metaphor-based Optimization Heuristics
Diederick Vermetten, Carola Doerr, ... (+3 more)
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cs.NE
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15 |
2 years ago |
| 160 |
Denoising Autoencoders for fast Combinatorial Black Box Optimization
Malte Probst
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👻
Ghosted
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cs.NE
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14 |
11 years ago |
| 161 |
Evolutionary Image Composition Using Feature Covariance Matrices
Aneta Neumann, Zygmunt L. Szpak, ... (+2 more)
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👻
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cs.NE
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14 |
9 years ago |
| 162 |
Memetic Algorithms Beat Evolutionary Algorithms on the Class of Hurdle Problems
Phan Trung Hai Nguyen, Dirk Sudholt
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👻
Ghosted
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cs.NE
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14 |
8 years ago |
| 163 |
A Robot to Shape your Natural Plant: The Machine Learning Approach to Model and Control Bio-Hybrid Systems
Mostafa Wahby, Mary Katherine Heinrich, ... (+6 more)
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cs.NE
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14 |
8 years ago |
| 164 |
Towards Rigorous Validation of Energy Optimisation Experiments
Mahmoud A. Bokhari, Brad Alexander, Markus Wagner
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👻
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cs.SE
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14 |
6 years ago |
| 165 |
EVO-RL: Evolutionary-Driven Reinforcement Learning
Ahmed Hallawa, Thorsten Born, ... (+7 more)
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cs.LG
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14 |
5 years ago |
| 166 |
Evolvability Degeneration in Multi-Objective Genetic Programming for Symbolic Regression
Dazhuang Liu, Marco Virgolin, ... (+2 more)
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👻
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cs.NE
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14 |
4 years ago |
| 167 |
Evolving Constructions for Balanced, Highly Nonlinear Boolean Functions
Claude Carlet, Marko Djurasevic, ... (+3 more)
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cs.NE
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14 |
4 years ago |
| 168 |
Effective Mutation Rate Adaptation through Group Elite Selection
Akarsh Kumar, Bo Liu, ... (+2 more)
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cs.NE
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14 |
4 years ago |
| 169 |
Towards Large-Scale Simulations of Open-Ended Evolution in Continuous Cellular Automata
Bert Wang-Chak Chan
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👻
Ghosted
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cs.NE
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14 |
3 years ago |
| 170 |
Modular Controllers Facilitate the Co-Optimization of Morphology and Control in Soft Robots
Alican Mertan, Nick Cheney
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👻
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cs.RO
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14 |
2 years ago |
| 171 |
Learning Traffic Signal Control via Genetic Programming
Xiao-Cheng Liao, Yi Mei, Mengjie Zhang
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👻
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cs.AI
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14 |
2 years ago |
| 172 |
An investigation on the use of Large Language Models for hyperparameter tuning in Evolutionary Algorithms
Leonardo Lucio Custode, Fabio Caraffini, ... (+2 more)
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cs.NE
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14 |
1 year ago |
| 173 |
Model Selection and Overfitting in Genetic Programming: Empirical Study [Extended Version]
Jan Žegklitz, Petr Pošík
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👻
Ghosted
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cs.NE
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13 |
11 years ago |
| 174 |
Neuroevolution on the Edge of Chaos
Filip Matzner
|
👻
Ghosted
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cs.NE
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13 |
8 years ago |
| 175 |
Self-adaptation of Genetic Operators Through Genetic Programming Techniques
Andres Felipe Cruz Salinas, Jonatan Gomez Perdomo
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👻
Ghosted
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cs.NE
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13 |
8 years ago |
| 176 |
On the Impact of the Cutoff Time on the Performance of Algorithm Configurators
George T. Hall, Pietro S. Oliveto, Dirk Sudholt
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👻
Ghosted
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cs.NE
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13 |
7 years ago |
| 177 |
The 1/5-th Rule with Rollbacks: On Self-Adjustment of the Population Size in the $(1+(λ,λ))$ GA
Anton Bassin, Maxim Buzdalov
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👻
Ghosted
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cs.NE
|
13 |
7 years ago |
| 178 |
Offspring Population Size Matters when Comparing Evolutionary Algorithms with Self-Adjusting Mutation Rates
Anna Rodionova, Kirill Antonov, ... (+2 more)
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cs.NE
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13 |
7 years ago |
| 179 |
Comparing and Combining Lexicase Selection and Novelty Search
Lia Jundt, Thomas Helmuth
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👻
Ghosted
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cs.NE
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13 |
7 years ago |
| 180 |
Enhanced Optimization with Composite Objectives and Novelty Pulsation
Hormoz Shahrzad, Babak Hodjat, ... (+6 more)
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cs.NE
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13 |
6 years ago |
| 181 |
Classification of EEG Signals using Genetic Programming for Feature Construction
Icaro Marcelino Miranda, Claus Aranha, Marcelo Ladeira
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👻
Ghosted
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cs.NE
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13 |
6 years ago |
| 182 |
Optimising the Fit of Stack Overflow Code Snippets into Existing Code
Brittany Reid, Christoph Treude, Markus Wagner
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👻
Ghosted
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cs.SE
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13 |
6 years ago |
| 183 |
Real-valued Evolutionary Multi-modal Multi-objective Optimization by Hill-Valley Clustering
S. C. Maree, T. Alderliesten, P. A. N. Bosman
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👻
Ghosted
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cs.NE
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13 |
5 years ago |
| 184 |
Exploring the Feature Space of TSP Instances Using Quality Diversity
Jakob Bossek, Frank Neumann
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👻
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cs.NE
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13 |
4 years ago |
| 185 |
Evolution of Activation Functions for Deep Learning-Based Image Classification
Raz Lapid, Moshe Sipper
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👻
Ghosted
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cs.NE
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13 |
3 years ago |
| 186 |
Towards Explainable Metaheuristic: Mining Surrogate Fitness Models for Importance of Variables
Manjinder Singh, Alexander E. I. Brownlee, David Cairns
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👻
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cs.NE
|
13 |
3 years ago |
| 187 |
Lexicase Selection at Scale
Li Ding, Ryan Boldi, ... (+2 more)
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👻
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cs.NE
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13 |
3 years ago |
| 188 |
Finding Near-Optimal Weight Independent Sets at Scale
Ernestine Großmann, Sebastian Lamm, ... (+2 more)
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cs.DS
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13 |
3 years ago |
| 189 |
Using Affine Combinations of BBOB Problems for Performance Assessment
Diederick Vermetten, Furong Ye, Carola Doerr
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👻
Ghosted
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cs.NE
|
13 |
3 years ago |
| 190 |
Adaptive Parameter Selection in Evolutionary Algorithms by Reinforcement Learning with Dynamic Discretization of Parameter Range
Arkady Rost, Irina Petrova, Arina Buzdalova
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👻
Ghosted
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cs.NE
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12 |
10 years ago |
| 191 |
Anytime Bi-Objective Optimization with a Hybrid Multi-Objective CMA-ES (HMO-CMA-ES)
Ilya Loshchilov, Tobias Glasmachers
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👻
Ghosted
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cs.NE
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12 |
10 years ago |
| 192 |
Ensemble representation learning: an analysis of fitness and survival for wrapper-based genetic programming methods
William La Cava, Jason H. Moore
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👻
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cs.NE
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12 |
9 years ago |
| 193 |
Simulating Human Grandmasters: Evolution and Coevolution of Evaluation Functions
Eli David, H. Jaap van den Herik, ... (+2 more)
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cs.NE
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12 |
8 years ago |
| 194 |
Evolving Boolean Functions with Conjunctions and Disjunctions via Genetic Programming
Benjamin Doerr, Andrei Lissovoi, Pietro S. Oliveto
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👻
Ghosted
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cs.NE
|
12 |
7 years ago |
| 195 |
Evolved embodied phase coordination enables robust quadruped robot locomotion
Jørgen Nordmoen, Tønnes F. Nygaard, ... (+2 more)
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👻
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cs.RO
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12 |
7 years ago |
| 196 |
Instruction-Level Design of Local Optimisers using Push GP
Michael Lones
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👻
Ghosted
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cs.NE
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12 |
7 years ago |
| 197 |
Surrogate Models for Enhancing the Efficiency of Neuroevolution in Reinforcement Learning
Jörg Stork, Martin Zaefferer, ... (+2 more)
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cs.NE
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12 |
6 years ago |
| 198 |
Separating Rule Discovery and Global Solution Composition in a Learning Classifier System
Michael Heider, Helena Stegherr, ... (+3 more)
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👻
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cs.LG
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12 |
4 years ago |
| 199 |
Theory-inspired Parameter Control Benchmarks for Dynamic Algorithm Configuration
André Biedenkapp, Nguyen Dang, ... (+3 more)
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👻
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cs.NE
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12 |
4 years ago |
| 200 |
Hierarchical Quality-Diversity for Online Damage Recovery
Maxime Allard, Simón C. Smith, ... (+2 more)
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👻
Ghosted
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cs.RO
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12 |
4 years ago |