| 101 |
Toward the automated analysis of complex diseases in genome-wide association studies using genetic programming
Andrew Sohn, Randal S. Olson, Jason H. Moore
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cs.NE
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26 |
9 years ago |
| 102 |
Modular Differential Evolution
Diederick Vermetten, Fabio Caraffini, ... (+2 more)
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cs.NE
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25 |
3 years ago |
| 103 |
Multi-Emitter MAP-Elites: Improving quality, diversity and convergence speed with heterogeneous sets of emitters
Antoine Cully
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cs.NE
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25 |
5 years ago |
| 104 |
Expected Improvement versus Predicted Value in Surrogate-Based Optimization
Frederik Rehbach, Martin Zaefferer, ... (+2 more)
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cs.NE
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25 |
6 years ago |
| 105 |
Interplanetary Transfers via Deep Representations of the Optimal Policy and/or of the Value Function
Dario Izzo, Ekin Öztürk, Marcus Märtens
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cs.NE
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25 |
7 years ago |
| 106 |
Online Meta-learning by Parallel Algorithm Competition
Stefan Elfwing, Eiji Uchibe, Kenji Doya
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👻
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cs.LG
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25 |
9 years ago |
| 107 |
MAP-Elites with Descriptor-Conditioned Gradients and Archive Distillation into a Single Policy
Maxence Faldor, Félix Chalumeau, ... (+2 more)
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cs.NE
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25 |
3 years ago |
| 108 |
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription
Olivier Francon, Santiago Gonzalez, ... (+5 more)
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cs.NE
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24 |
6 years ago |
| 109 |
Evolving Event-driven Programs with SignalGP
Alexander Lalejini, Charles Ofria
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👻
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cs.NE
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24 |
8 years ago |
| 110 |
Hyper-Parameter Tuning for the (1+(λ,λ)) GA
Nguyen Dang, Carola Doerr
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👻
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cs.NE
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23 |
7 years ago |
| 111 |
Optimising Trotter-Suzuki Decompositions for Quantum Simulation Using Evolutionary Strategies
Benjamin D. M. Jones, George O. O'Brien, ... (+3 more)
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cs.NE
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23 |
7 years ago |
| 112 |
Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+λ)$ EA Variants on OneMax and LeadingOnes
Carola Doerr, Furong Ye, ... (+3 more)
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cs.NE
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23 |
7 years ago |
| 113 |
Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning
Zeyuan Ma, Jiacheng Chen, ... (+3 more)
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cs.NE
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22 |
2 years ago |
| 114 |
Novelty Search for Deep Reinforcement Learning Policy Network Weights by Action Sequence Edit Metric Distance
Ethan C. Jackson, Mark Daley
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👻
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cs.AI
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22 |
7 years ago |
| 115 |
Bounding Bloat in Genetic Programming
Benjamin Doerr, Timo Kötzing, ... (+2 more)
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cs.NE
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22 |
7 years ago |
| 116 |
Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles
Jonas Nüßlein, Thomas Gabor, ... (+2 more)
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cs.DS
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22 |
3 years ago |
| 117 |
From Understanding Genetic Drift to a Smart-Restart Parameter-less Compact Genetic Algorithm
Benjamin Doerr, Weijie Zheng
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👻
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cs.NE
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21 |
6 years ago |
| 118 |
Uncrowded Hypervolume Improvement: COMO-CMA-ES and the Sofomore framework
Cheikh Touré, Nikolaus Hansen, ... (+2 more)
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math.OC
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21 |
7 years ago |
| 119 |
Interoceptive robustness through environment-mediated morphological development
Sam Kriegman, Nick Cheney, ... (+2 more)
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cs.AI
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21 |
8 years ago |
| 120 |
Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach
Filipe Assunção, Nuno Lourenço, ... (+2 more)
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cs.NE
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21 |
8 years ago |
| 121 |
The Right Mutation Strength for Multi-Valued Decision Variables
Benjamin Doerr, Carola Doerr, Timo Kötzing
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👻
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cs.NE
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21 |
10 years ago |
| 122 |
Exploring the Evolution of GANs through Quality Diversity
Victor Costa, Nuno Lourenço, ... (+2 more)
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cs.NE
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20 |
5 years ago |
| 123 |
dMFEA-II: An Adaptive Multifactorial Evolutionary Algorithm for Permutation-based Discrete Optimization Problems
Eneko Osaba, Aritz D. Martinez, ... (+3 more)
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cs.AI
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20 |
6 years ago |
| 124 |
Re-purposing Heterogeneous Generative Ensembles with Evolutionary Computation
Jamal Toutouh, Erik Hemberg, Una-May O'Reilly
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👻
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cs.AI
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20 |
6 years ago |
| 125 |
Generating Interpretable Fuzzy Controllers using Particle Swarm Optimization and Genetic Programming
Daniel Hein, Steffen Udluft, Thomas A. Runkler
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👻
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cs.AI
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20 |
7 years ago |
| 126 |
Data-efficient Neuroevolution with Kernel-Based Surrogate Models
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
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👻
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cs.NE
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20 |
8 years ago |
| 127 |
Runtime Analysis of Probabilistic Crowding and Restricted Tournament Selection for Bimodal Optimisation
Edgar Covantes Osuna, Dirk Sudholt
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cs.NE
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20 |
8 years ago |
| 128 |
Automated design of relocation rules for minimising energy consumption in the container relocation problem
Marko Đurasević, Mateja Đumić, ... (+2 more)
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cs.NE
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19 |
2 years ago |
| 129 |
Comparing Algorithm Selection Approaches on Black-Box Optimization Problems
Ana Kostovska, Anja Jankovic, ... (+4 more)
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cs.NE
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19 |
2 years ago |
| 130 |
Genetic programming approaches to learning fair classifiers
William La Cava, Jason H. Moore
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👻
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cs.NE
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19 |
5 years ago |
| 131 |
Differential Evolution with Reversible Linear Transformations
Jakub M. Tomczak, Ewelina Weglarz-Tomczak, Agoston E. Eiben
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cs.NE
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19 |
6 years ago |
| 132 |
Lexicase Selection of Specialists
Thomas Helmuth, Edward Pantridge, Lee Spector
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👻
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cs.NE
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19 |
6 years ago |
| 133 |
Evolution of a Functionally Diverse Swarm via a Novel Decentralised Quality-Diversity Algorithm
Emma Hart, Andreas S. W. Steyven, Ben Paechter
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👻
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cs.NE
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19 |
8 years ago |
| 134 |
Limited Evaluation Cooperative Co-evolutionary Differential Evolution for Large-scale Neuroevolution
Anil Yaman, Decebal Constantin Mocanu, ... (+3 more)
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cs.NE
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19 |
8 years ago |
| 135 |
Conversion Rate Optimization through Evolutionary Computation
Risto Miikkulainen, Neil Iscoe, ... (+8 more)
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cs.HC
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19 |
9 years ago |
| 136 |
Discovering Evolutionary Stepping Stones through Behavior Domination
Elliot Meyerson, Risto Miikkulainen
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👻
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cs.NE
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19 |
9 years ago |
| 137 |
Evolutionary Quantum Architecture Search for Parametrized Quantum Circuits
Li Ding, Lee Spector
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👻
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cs.NE
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19 |
3 years ago |
| 138 |
The $(1+(λ,λ))$ Genetic Algorithm for Permutations
Anton Bassin, Maxim Buzdalov
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cs.NE
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18 |
6 years ago |
| 139 |
Batch Tournament Selection for Genetic Programming
Vinicius V. Melo, Danilo Vasconcellos Vargas, Wolfgang Banzhaf
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👻
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cs.NE
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18 |
7 years ago |
| 140 |
The linear hidden subset problem for the (1+1) EA with scheduled and adaptive mutation rates
Hafsteinn Einarsson, Marcelo Matheus Gauy, ... (+5 more)
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cs.NE
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18 |
7 years ago |
| 141 |
Genetic Algorithms for Mentor-Assisted Evaluation Function Optimization
Eli David, Moshe Koppel, Nathan S. Netanyahu
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cs.NE
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18 |
8 years ago |
| 142 |
Unsure When to Stop? Ask Your Semantic Neighbors
Ivo Gonçalves, Sara Silva, ... (+2 more)
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cs.NE
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18 |
8 years ago |
| 143 |
Defending Active Directory by Combining Neural Network based Dynamic Program and Evolutionary Diversity Optimisation
Diksha Goel, Max Ward, ... (+4 more)
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cs.NE
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18 |
4 years ago |
| 144 |
Code Building Genetic Programming
Edward Pantridge, Lee Spector
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👻
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cs.PL
|
17 |
5 years ago |
| 145 |
Towards Dynamic Algorithm Selection for Numerical Black-Box Optimization: Investigating BBOB as a Use Case
Diederick Vermetten, Hao Wang, ... (+2 more)
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👻
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cs.NE
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17 |
5 years ago |
| 146 |
A Novel Hybrid Scheme Using Genetic Algorithms and Deep Learning for the Reconstruction of Portuguese Tile Panels
Daniel Rika, Dror Sholomon, ... (+2 more)
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cs.CV
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17 |
6 years ago |
| 147 |
A Probabilistic Linear Genetic Programming with Stochastic Context-Free Grammar for solving Symbolic Regression problems
Léo Françoso Dal Piccol Sotto, Vinícius Veloso de Melo
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👻
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cs.NE
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17 |
9 years ago |
| 148 |
Evolutionary Diversity Optimisation for The Traveling Thief Problem
Adel Nikfarjam, Aneta Neumann, Frank Neumann
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👻
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cs.NE
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17 |
4 years ago |
| 149 |
Genetic Adversarial Training of Decision Trees
Francesco Ranzato, Marco Zanella
|
👻
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cs.LG
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16 |
5 years ago |
| 150 |
A Modular Hybridization of Particle Swarm Optimization and Differential Evolution
Rick Boks, Hao Wang, Thomas Bäck
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👻
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cs.NE
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16 |
5 years ago |