💀 The Wall of Shame

The most cited papers with no code. Sorted by the weight of their sins.

Page 2, showing 50 papers

# Paper Cause of Death Category Citations Published
51 Data-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination
Adam Gaier, Alexander Asteroth, Jean-Baptiste Mouret
👻 Ghosted cs.NE 51 9 years ago
52 Tile Pattern KL-Divergence for Analysing and Evolving Game Levels
Simon M. Lucas, Vanessa Volz
👻 Ghosted cs.NE 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)
👻 Ghosted cs.NE 44 7 years ago
54 Versatile Black-Box Optimization
Jialin Liu, Antoine Moreau, ... (+5 more)
👻 Ghosted cs.AI 43 5 years ago
55 Lexicase selection in Learning Classifier Systems
Sneha Aenugu, Lee Spector
👻 Ghosted cs.NE 42 6 years ago
56 Discovering Attention-Based Genetic Algorithms via Meta-Black-Box Optimization
Robert Tjarko Lange, Tom Schaul, ... (+5 more)
👻 Ghosted cs.NE 40 2 years ago
57 Landscape-Aware Fixed-Budget Performance Regression and Algorithm Selection for Modular CMA-ES Variants
Anja Jankovic, Carola Doerr
👻 Ghosted cs.NE 40 5 years ago
58 MOEA/D with Uniformly Randomly Adaptive Weights
Lucas R. C. de Farias, Pedro H. M. Braga, ... (+2 more)
👻 Ghosted cs.NE 40 6 years ago
59 Meta-Learning by the Baldwin Effect
Chrisantha Thomas Fernando, Jakub Sygnowski, ... (+7 more)
👻 Ghosted cs.NE 40 7 years ago
60 Real-World Evolution Adapts Robot Morphology and Control to Hardware Limitations
Tønnes F. Nygaard, Charles P. Martin, ... (+3 more)
👻 Ghosted cs.RO 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)
👻 Ghosted cs.NE 40 3 years ago
62 Taylor Genetic Programming for Symbolic Regression
Baihe He, Qiang Lu, ... (+3 more)
💤 Eternal Rest cs.NE 39 3 years ago
63 Runtime Analyses of NSGA-III on Many-Objective Problems
Andre Opris, Duc-Cuong Dang, ... (+2 more)
👻 Ghosted cs.NE 38 1 year ago
64 Improving genetic algorithms performance via deterministic population shrinkage
Juan Luis Jiménez Laredo, Carlos Fernandes, ... (+2 more)
👻 Ghosted cs.NE 38 2 years ago
65 Real-Valued Evolutionary Multi-Modal Optimization driven by Hill-Valley Clustering
S. C. Maree, T. Alderliesten, ... (+2 more)
👻 Ghosted cs.NE 38 7 years ago
66 Update Strength in EDAs and ACO: How to Avoid Genetic Drift
Dirk Sudholt, Carsten Witt
👻 Ghosted 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 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 cs.NE 36 7 years ago
70 Hierarchical Behavioral Repertoires with Unsupervised Descriptors
Antoine Cully, Yiannis Demiris
👻 Ghosted cs.RO 36 7 years ago
71 LLM Guided Evolution -- The Automation of Models Advancing Models
Clint Morris, Michael Jurado, Jason Zutty
👻 Ghosted cs.NE 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 cs.NE 35 8 years ago
73 Memetic Multilevel Hypergraph Partitioning
Robin Andre, Sebastian Schlag, Christian Schulz
👻 Ghosted cs.DS 35 8 years ago
74 Analysing the Robustness of NSGA-II under Noise
Duc-Cuong Dang, Andre Opris, ... (+2 more)
👻 Ghosted cs.NE 34 2 years ago
75 Symbolic Regression Driven by Training Data and Prior Knowledge
J. Kubalík, E. Derner, R. Babuška
👻 Ghosted cs.LG 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 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)
👻 Ghosted cs.AI 33 8 years ago
78 A Minimal Developmental Model Can Increase Evolvability in Soft Robots
Sam Kriegman, Nick Cheney, ... (+2 more)
👻 Ghosted 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 cs.NE 32 5 years ago
81 Learning Multiple Defaults for Machine Learning Algorithms
Florian Pfisterer, Jan N. van Rijn, ... (+3 more)
👻 Ghosted stat.ML 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)
👻 Ghosted cs.NE 31 5 years ago
84 Optimisation of Large Wave Farms using a Multi-strategy Evolutionary Framework
Mehdi Neshat, Bradley Alexander, ... (+2 more)
👻 Ghosted cs.NE 31 6 years ago
85 Online Selection of CMA-ES Variants
Diederick Vermetten, Sander van Rijn, ... (+2 more)
👻 Ghosted 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)
👻 Ghosted cs.NE 30 8 years ago
89 TensorFlow Enabled Genetic Programming
Kai Staats, Edward Pantridge, ... (+3 more)
👻 Ghosted 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)
👻 Ghosted math.OC 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)
👻 Ghosted 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)
👻 Ghosted cs.NE 27 6 years ago
96 SELECTOR: Selecting a Representative Benchmark Suite for Reproducible Statistical Comparison
Gjorgjina Cenikj, Ryan Dieter Lang, ... (+4 more)
👻 Ghosted 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)
👻 Ghosted cs.NE 26 6 years ago
99 Evolvability ES: Scalable and Direct Optimization of Evolvability
Alexander Gajewski, Jeff Clune, ... (+2 more)
👻 Ghosted cs.NE 26 6 years ago
100 Towards the Targeted Environment-Specific Evolution of Robot Components
Jack Collins, Wade Geles, ... (+2 more)
👻 Ghosted cs.RO 26 7 years ago