| 51 |
Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
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👻
Ghosted
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cs.NE
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51 |
9 years ago |
| 52 |
Tile Pattern KL-Divergence for Analysing and Evolving Game Levels
Simon M. Lucas, Vanessa Volz
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👻
Ghosted
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cs.NE
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49 |
6 years ago |
| 53 |
Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming
Joao Francisco B. S. Martins, Luiz Otavio V. B. Oliveira, ... (+3 more)
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👻
Ghosted
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cs.NE
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44 |
7 years ago |
| 54 |
Versatile Black-Box Optimization
Jialin Liu, Antoine Moreau, ... (+5 more)
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👻
Ghosted
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cs.AI
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43 |
5 years ago |
| 55 |
Lexicase selection in Learning Classifier Systems
Sneha Aenugu, Lee Spector
|
👻
Ghosted
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cs.NE
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42 |
6 years ago |
| 56 |
Discovering Attention-Based Genetic Algorithms via Meta-Black-Box Optimization
Robert Tjarko Lange, Tom Schaul, ... (+5 more)
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👻
Ghosted
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cs.NE
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40 |
2 years ago |
| 57 |
Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants
Anja Jankovic, Carola Doerr
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👻
Ghosted
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cs.NE
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40 |
5 years ago |
| 58 |
MOEA/D with Uniformly Randomly Adaptive Weights
Lucas R. C. de Farias, Pedro H. M. Braga, ... (+2 more)
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👻
Ghosted
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cs.NE
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40 |
6 years ago |
| 59 |
Meta-Learning by the Baldwin Effect
Chrisantha Thomas Fernando, Jakub Sygnowski, ... (+7 more)
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👻
Ghosted
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cs.NE
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40 |
7 years ago |
| 60 |
Real-World Evolution Adapts Robot Morphology and Control to Hardware Limitations
Tønnes F. Nygaard, Charles P. Martin, ... (+3 more)
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👻
Ghosted
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cs.RO
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40 |
7 years ago |
| 61 |
CMA-ES with Margin: Lower-Bounding Marginal Probability for Mixed-Integer Black-Box Optimization
Ryoki Hamano, Shota Saito, ... (+2 more)
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👻
Ghosted
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cs.NE
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40 |
3 years ago |
| 62 |
Taylor Genetic Programming for Symbolic Regression
Baihe He, Qiang Lu, ... (+3 more)
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💤
Eternal Rest
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cs.NE
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39 |
3 years ago |
| 63 |
Runtime Analyses of NSGA-III on Many-Objective Problems
Andre Opris, Duc-Cuong Dang, ... (+2 more)
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👻
Ghosted
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cs.NE
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38 |
1 year ago |
| 64 |
Improving genetic algorithms performance via deterministic population shrinkage
Juan Luis Jiménez Laredo, Carlos Fernandes, ... (+2 more)
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👻
Ghosted
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cs.NE
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38 |
2 years ago |
| 65 |
Real-Valued Evolutionary Multi-Modal Optimization driven by Hill-Valley Clustering
S. C. Maree, T. Alderliesten, ... (+2 more)
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👻
Ghosted
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cs.NE
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38 |
7 years ago |
| 66 |
Update Strength in EDAs and ACO: How to Avoid Genetic Drift
Dirk Sudholt, Carsten Witt
|
👻
Ghosted
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cs.NE
|
38 |
9 years ago |
| 67 |
A Tight Runtime Analysis of the $(1+(λ, λ))$ Genetic Algorithm on OneMax
Benjamin Doerr, Carola Doerr
|
👻
Ghosted
|
cs.NE
|
37 |
10 years ago |
| 68 |
CPPN2GAN: Combining Compositional Pattern Producing Networks and GANs for Large-scale Pattern Generation
Jacob Schrum, Vanessa Volz, Sebastian Risi
|
👻
Ghosted
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cs.NE
|
36 |
5 years ago |
| 69 |
A Tight Runtime Analysis for the cGA on Jump Functions---EDAs Can Cross Fitness Valleys at No Extra Cost
Benjamin Doerr
|
👻
Ghosted
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cs.NE
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36 |
7 years ago |
| 70 |
Hierarchical Behavioral Repertoires with Unsupervised Descriptors
Antoine Cully, Yiannis Demiris
|
👻
Ghosted
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cs.RO
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36 |
7 years ago |
| 71 |
LLM Guided Evolution -- The Automation of Models Advancing Models
Clint Morris, Michael Jurado, Jason Zutty
|
👻
Ghosted
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cs.NE
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35 |
2 years ago |
| 72 |
Improved Runtime Bounds for the Univariate Marginal Distribution Algorithm via Anti-Concentration
Per Kristian Lehre, Phan Trung Hai Nguyen
|
👻
Ghosted
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cs.NE
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35 |
8 years ago |
| 73 |
Memetic Multilevel Hypergraph Partitioning
Robin Andre, Sebastian Schlag, Christian Schulz
|
👻
Ghosted
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cs.DS
|
35 |
8 years ago |
| 74 |
Analysing the Robustness of NSGA-II under Noise
Duc-Cuong Dang, Andre Opris, ... (+2 more)
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👻
Ghosted
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cs.NE
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34 |
2 years ago |
| 75 |
Symbolic Regression Driven by Training Data and Prior Knowledge
J. Kubalík, E. Derner, R. Babuška
|
👻
Ghosted
|
cs.LG
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34 |
5 years ago |
| 76 |
Specific Single- and Multi-Objective Evolutionary Algorithms for the Chance-Constrained Knapsack Problem
Yue Xie, Aneta Neumann, Frank Neumann
|
👻
Ghosted
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cs.NE
|
34 |
5 years ago |
| 77 |
Evolutionary Computation plus Dynamic Programming for the Bi-Objective Travelling Thief Problem
Junhua Wu, Sergey Polyakovskiy, ... (+2 more)
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👻
Ghosted
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cs.AI
|
33 |
8 years ago |
| 78 |
A Minimal Developmental Model Can Increase Evolvability in Soft Robots
Sam Kriegman, Nick Cheney, ... (+2 more)
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👻
Ghosted
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cs.NE
|
33 |
8 years ago |
| 79 |
Evolving Parsimonious Networks by Mixing Activation Functions
Alexander Hagg, Maximilian Mensing, Alexander Asteroth
|
👻
Ghosted
|
cs.NE
|
33 |
9 years ago |
| 80 |
Initial Design Strategies and their Effects on Sequential Model-Based Optimization
Jakob Bossek, Carola Doerr, Pascal Kerschke
|
👻
Ghosted
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cs.NE
|
32 |
5 years ago |
| 81 |
Learning Multiple Defaults for Machine Learning Algorithms
Florian Pfisterer, Jan N. van Rijn, ... (+3 more)
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👻
Ghosted
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stat.ML
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32 |
7 years ago |
| 82 |
Working Principles of Binary Differential Evolution
Benjamin Doerr, Weijie Zheng
|
👻
Ghosted
|
cs.NE
|
32 |
7 years ago |
| 83 |
Evolving Diverse Sets of Tours for the Travelling Salesperson Problem
Anh Viet Do, Jakob Bossek, ... (+2 more)
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👻
Ghosted
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cs.NE
|
31 |
5 years ago |
| 84 |
Optimisation of Large Wave Farms using a Multi-strategy Evolutionary Framework
Mehdi Neshat, Bradley Alexander, ... (+2 more)
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👻
Ghosted
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cs.NE
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31 |
6 years ago |
| 85 |
Online Selection of CMA-ES Variants
Diederick Vermetten, Sander van Rijn, ... (+2 more)
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👻
Ghosted
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cs.NE
|
31 |
6 years ago |
| 86 |
Drift Theory in Continuous Search Spaces: Expected Hitting Time of the (1+1)-ES with 1/5 Success Rule
Youhei Akimoto, Anne Auger, Tobias Glasmachers
|
👻
Ghosted
|
cs.NE
|
31 |
8 years ago |
| 87 |
AI Programmer: Autonomously Creating Software Programs Using Genetic Algorithms
Kory Becker, Justin Gottschlich
|
👻
Ghosted
|
cs.AI
|
31 |
8 years ago |
| 88 |
A Search for Improved Performance in Regular Expressions
Brendan Cody-Kenny, Michael Fenton, ... (+4 more)
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👻
Ghosted
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cs.NE
|
30 |
8 years ago |
| 89 |
TensorFlow Enabled Genetic Programming
Kai Staats, Edward Pantridge, ... (+3 more)
|
👻
Ghosted
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cs.DC
|
29 |
8 years ago |
| 90 |
Optimal Parameter Settings for the $(1+(λ, λ))$ Genetic Algorithm
Benjamin Doerr
|
👻
Ghosted
|
cs.NE
|
28 |
9 years ago |
| 91 |
Evolving Modular Soft Robots without Explicit Inter-Module Communication using Local Self-Attention
Federico Pigozzi, Yujin Tang, ... (+2 more)
|
👻
Ghosted
|
cs.RO
|
28 |
3 years ago |
| 92 |
DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis
Bas van Stein, Fu Xing Long, ... (+4 more)
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👻
Ghosted
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math.OC
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27 |
2 years ago |
| 93 |
Evolving Neural Architecture Using One Shot Model
Nilotpal Sinha, Kuan-Wen Chen
|
👻
Ghosted
|
cs.NE
|
27 |
5 years ago |
| 94 |
Novelty Search makes Evolvability Inevitable
Stephane Doncieux, Giuseppe Paolo, ... (+2 more)
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👻
Ghosted
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cs.NE
|
27 |
5 years ago |
| 95 |
A Hybrid Evolutionary Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters
Mehdi Neshat, Bradley Alexander, ... (+2 more)
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👻
Ghosted
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cs.NE
|
27 |
6 years ago |
| 96 |
SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison
Gjorgjina Cenikj, Ryan Dieter Lang, ... (+4 more)
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👻
Ghosted
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cs.NE
|
27 |
3 years ago |
| 97 |
Evolutionary Diversity Optimization and the Minimum Spanning Tree Problem
Jakob Bossek, Frank Neumann
|
👻
Ghosted
|
cs.NE
|
26 |
5 years ago |
| 98 |
Surrogate Assisted Evolutionary Algorithm for Medium Scale Expensive Multi-Objective Optimisation Problems
Xiaoran Ruan, Ke Li, ... (+2 more)
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👻
Ghosted
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cs.NE
|
26 |
6 years ago |
| 99 |
Evolvability ES: Scalable and Direct Optimization of Evolvability
Alexander Gajewski, Jeff Clune, ... (+2 more)
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👻
Ghosted
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cs.NE
|
26 |
6 years ago |
| 100 |
Towards the Targeted Environment-Specific Evolution of Robot Components
Jack Collins, Wade Geles, ... (+2 more)
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👻
Ghosted
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cs.RO
|
26 |
7 years ago |