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0810.3484
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A Study of NK Landscapes' Basins and Local Optima Networks
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2008
20 October 2008
Gabriela Ochoa
Marco Tomassini
S. Vérel
Christian Darabos
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Papers citing
"A Study of NK Landscapes' Basins and Local Optima Networks"
34 / 34 papers shown
Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search
Fei Liu
Qingfu Zhang
Jialong Shi
Xialiang Tong
K. Mao
Mingxuan Yuan
465
7
0
28 Apr 2025
Subfunction Structure Matters: A New Perspective on Local Optima Networks
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2025
S. L. Thomson
M. W. Przewozniczek
162
0
0
17 Apr 2025
Analyzing the Landscape of the Indicator-based Subset Selection Problem
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2025
Keisuke Korogi
Ryoji Tanabe
247
0
0
11 Apr 2025
Iterated Local Search with Linkage Learning
ACM Transactions on Evolutionary Learning and Optimization (ACM TELO), 2024
Renato Tinós
Michal W. Przewozniczek
Darrell Whitley
Francisco Chicano
210
3
0
02 Oct 2024
Hilbert curves for efficient exploratory landscape analysis neighbourhood sampling
Jakob Träuble
Anna Sergeevna Bosman
Gabriele Kaminski Schierle
182
0
0
01 Aug 2024
Exploratory Landscape Analysis for Mixed-Variable Problems
Raphael Patrick Prager
Heike Trautmann
207
5
0
26 Feb 2024
Understanding fitness landscapes in morpho-evolution via local optima networks
Sarah L. Thomson
L. L. Goff
Emma Hart
Edgar Buchanan
144
10
0
12 Feb 2024
Dynastic Potential Crossover Operator
Evolutionary Computation (Evol. Comput.), 2019
Francisco Chicano
Gabriela Ochoa
L. D. Whitley
Renato Tinós
110
7
0
06 Feb 2024
Information flow and Laplacian dynamics on local optima networks
IEEE Congress on Evolutionary Computation (CEC), 2024
Hendrik Richter
Sarah L. Thomson
163
0
0
17 Jan 2024
A Novel Dual-Stage Evolutionary Algorithm for Finding Robust Solutions
IEEE Transactions on Emerging Topics in Computational Intelligence (IEEE TETCI), 2024
Wei Du
Wenxuan Fang
Chen Liang
Yang Tang
Yaochu Jin
91
3
0
02 Jan 2024
Towards the Inferrence of Structural Similarity of Combinatorial Landscapes
Mingyu Huang
Ke Li
216
1
0
05 Dec 2023
On the Hyperparameter Loss Landscapes of Machine Learning Models: An Exploratory Study
Knowledge Discovery and Data Mining (KDD), 2023
Mingyu Huang
Ke Li
313
5
0
23 Nov 2023
Learning from Very Little Data: On the Value of Landscape Analysis for Predicting Software Project Health
ACM Transactions on Software Engineering and Methodology (TOSEM), 2023
Andre Lustosa
Tim Menzies
229
12
0
16 Jan 2023
Benchmarking optimization algorithms for auto-tuning GPU kernels
IEEE Transactions on Evolutionary Computation (TEVC), 2022
R. Schoonhoven
Ben van Werkhoven
K. Batenburg
168
18
0
04 Oct 2022
A Local Optima Network Analysis of the Feedforward Neural Architecture Space
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Isak Potgieter
C. Cleghorn
Anna Sergeevna Bosman
142
10
0
02 Jun 2022
On the Fitness Landscapes of Interdependency Models in the Travelling Thief Problem
Mohamed El Yafrani
M. Martins
M. Delgado
R. Lüders
Peter Nielsen
Markus Wagner
147
2
0
28 Feb 2022
Search Trajectories Networks of Multiobjective Evolutionary Algorithms
Yuri Lavinas
Claus Aranha
Gabriela Ochoa
201
7
0
27 Jan 2022
Unlocking the Secrets of Software Configuration Landscapes-Ruggedness, Accessibility, Escapability, and Transferability
Mingyu Huang
Peili Mao
Ke Li
246
1
0
05 Jan 2022
Fitness Landscape Footprint: A Framework to Compare Neural Architecture Search Problems
Kalifou René Traoré
Andrés Camero
Xiao Xiang Zhu
260
8
0
02 Nov 2021
To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective Landscapes
International Conference on Evolutionary Multi-Criterion Optimization (EMO), 2020
Lennart Schäpermeier
C. Grimme
P. Kerschke
237
13
0
29 Nov 2020
Multi-layer local optima networks for the analysis of advanced local search-based algorithms
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2020
M. Martins
Mohamed El Yafrani
M. Delgado
R. Lüders
127
1
0
29 Apr 2020
Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations
Parallel Problem Solving from Nature (PPSN), 2020
Marko Durasevic
D. Jakobović
M. Martins
S. Picek
Markus Wagner
164
11
0
27 Apr 2020
A Study of Fitness Landscapes for Neuroevolution
IEEE Congress on Evolutionary Computation (CEC), 2020
N. M. Rodrigues
Sara Silva
L. Vanneschi
105
9
0
30 Jan 2020
A characterisation of S-box fitness landscapes in cryptography
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2019
D. Jakobović
S. Picek
M. Martins
Markus Wagner
183
11
0
13 Feb 2019
Local Optima Networks: A New Model of Combinatorial Fitness Landscapes
Gabriela Ochoa
S. Vérel
F. Daolio
Marco Tomassini
GNN
254
82
0
12 Feb 2014
Local optima networks and the performance of iterated local search
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2012
F. Daolio
S. Vérel
Gabriela Ochoa
Marco Tomassini
205
32
0
15 Oct 2012
First-improvement vs. Best-improvement Local Optima Networks of NK Landscapes
Parallel Problem Solving from Nature (PPSN), 2010
Gabriela Ochoa
S. Vérel
Marco Tomassini
226
50
0
18 Jul 2012
Complex-network analysis of combinatorial spaces: The NK landscape case
Marco Tomassini
S. Vérel
Gabriela Ochoa
197
66
0
18 Jul 2012
Search space analysis with Wang-Landau sampling and slow adaptive walks
Susan Khor
185
3
0
27 Dec 2011
Centric selection: a way to tune the exploration/exploitation trade-off
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2009
D. Simoncini
S. Vérel
P. Collard
M. Clergue
225
11
0
21 Jul 2011
Local Optima Networks of NK Landscapes with Neutrality
IEEE Transactions on Evolutionary Computation (TEVC), 2011
S. Vérel
Gabriela Ochoa
Marco Tomassini
235
103
0
21 Jul 2011
Local Optima Networks of the Quadratic Assignment Problem
IEEE Congress on Evolutionary Computation (CEC), 2010
F. Daolio
S. Vérel
Gabriela Ochoa
Marco Tomassini
179
52
0
21 Jul 2011
What can we learn from slow self-avoiding adaptive walks by an infinite radius search algorithm?
Susan Khor
118
1
0
18 Jul 2011
The Connectivity of NK Landscapes' Basins: A Network Analysis
S. Vérel
Gabriela Ochoa
Marco Tomassini
261
29
0
20 Oct 2008
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