Evolutionary computation

Keyphrases

Publications

2024

Isidro M Alvarez, Trung B Nguyen, Will N Browne, Mengjie Zhang
A Layered Learning Approach to Scaling in Learning Classifier Systems for Boolean Problems. Evolutionary computation (2024)
Nicolas Roy, Charlotte Beauthier, Alexandre Mayer
Hyperparameter Control Using Fuzzy Logic: Evolving Policies for Adaptive Fuzzy Particle Swarm Optimization Algorithm. Evolutionary computation (2024)
Jun He, Yuren Zhou
Drift Analysis with Fitness Levels for Elitist Evolutionary Algorithms. Evolutionary computation (2024)
Zbyněk Pitra, Jan Koza, Jiří Tumpach, Martin Holeňa
Landscape Analysis for Surrogate Models in the Evolutionary Black-Box Context. Evolutionary computation (2024)
Ana Kostovska, Diederick Vermetten, Peter Korošec, Sašo Džeroski, Carola Doerr, Tome Eftimov
Using Machine Learning Methods to Assess Module Performance Contribution in Modular Optimization Frameworks. Evolutionary computation (2024)
Marc Kaufmann, Maxime Larcher, Johannes Lengler, Xun Zou
OneMax is not the Easiest Function for Fitness Improvements. Evolutionary computation (2024)
Federico Pigozzi, Laura Nenzi, Eric Medvet
BUSTLE: a Versatile Tool for the Evolutionary Learning of STL Specifications from Data. Evolutionary computation (2024)
Chao Li, Jun Sun, Li-Wei Li, Min Shan, Vasile Palade, Xiaojun Wu
Virtual Position Guided Strategy for Particle Swarm Optimization Algorithms on Multimodal Problems. Evolutionary computation (2024)
Peng Wang, Bing Xue, Jing Liang, Mengjie Zhang
Genetic Programming for Automatically Evolving Multiple Features to Classification. Evolutionary computation (2024)
Alejandro Marrero, Eduardo Segredo, Coromoto León, Emma Hart
Synthesising Diverse and Discriminatory Sets of Instances using Novelty Search in Combinatorial Domains. Evolutionary computation (2024)
Frank Neumann, Carsten Witt
Runtime Analysis of Single- and Multi-Objective Evolutionary Algorithms for Chance Constrained Optimization Problems with Normally Distributed Random Variables. Evolutionary computation (2024)
Pablo Ramos Criado, D Barrios Rolanía, David de la Hoz, Daniel Manrique
Estimation of Distribution Algorithm for Grammar-Guided Genetic Programming. Evolutionary computation (2024)
Bach Hoai Nguyen, Bing Xue, Mengjie Zhang
Evolutionary Sparsity Regularisation-based Feature Selection for Binary Classification. Evolutionary computation (2024)
Haoran Gu, Handing Wang, Cheng He, Bo Yuan, Yaochu Jin
Large-Scale Multiobjective Evolutionary Algorithm Guided by Low-Dimensional Surrogates of Scalarization Functions. Evolutionary computation (2024)
Ryan Boldi, Martin Briesch, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector
Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving. Evolutionary computation (2024)

volume 32, number 1, 2024

2023

Jonata Tyska Carvalho, Stefano Nolfi
The Role of Morphological Variation in Evolutionary Robotics: Maximizing Performance and Robustness. Evolutionary computation (2023)
Kenneth De Jong, Emma Hart
Editorial: Reflecting on Thirty Years of ECJ. Evolutionary computation (2023)
Richard Wehr, Scott R Saleska
Territorial Differential Meta-Evolution: An Algorithm for Seeking All the Desirable Optima of a Multivariable Function. Evolutionary computation (2023)
Nikolaus Frohner, Bernhard Neumann, Giulio Pace, Günther R Raidl
Approaching the Traveling Tournament Problem with Randomized Beam Search. Evolutionary computation (2023)
Cuie Yang, Jinliang Ding, Yaochu Jin, Tianyou Chai
A Data Stream Ensemble Assisted Multifactorial Evolutionary Algorithm for Offline Data-driven Dynamic Optimization. Evolutionary computation (2023)
Preethi Sankineni, Andrew M Sutton
Symmetry Breaking for Voting Mechanisms. Evolutionary computation (2023)
Jakob Bossek, Christian Grimme
On Single-Objective Sub-Graph-Based Mutation for Solving the Bi-Objective Minimum Spanning Tree Problem. Evolutionary computation (2023)
David B Fogel
Personal Reflections on Some Early Work in Evolving Strategies in the Iterated Prisoner's Dilemma. Evolutionary computation (2023)
Jacob de Nobel, Furong Ye, Diederick Vermetten, Hao Wang, Carola Doerr, Thomas Bäck
IOHexperimenter: Benchmarking Platform for Iterative Optimization Heuristics. Evolutionary computation (2023)
A Murari, E Peluso, L Spolladore, R Rossi, M Gelfusa
Upgrades of Genetic Programming for Data Driven Modelling of Time Series. Evolutionary computation (2023)
Arkadiy Dushatskiy, Marco Virgolin, Anton Bouter, Dirk Thierens, Peter A N Bosman
Parameterless Gene-pool Optimal Mixing Evolutionary Algorithms. Evolutionary computation (2023)
Caitlin A Owen, Grant Dick, Peter A Whigham
Using Decomposed Error for Reproducing Implicit Understanding of Algorithms. Evolutionary computation (2023)
Giuseppe Paolo, Miranda Coninx, Alban Laflaquière, Stephane Doncieux
Discovering and Exploiting Sparse Rewards in a Learned Behavior Space. Evolutionary computation (2023)
Raphael Patrick Prager, Heike Trautmann
Pflacco: Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems in Python. Evolutionary computation (2023)
Alexander Hagg, Martin L Kliemank, Alexander Asteroth, Dominik Wilde, Mario C Bedrunka, Holger Foysi, Dirk Reith
Efficient Quality Diversity Optimization of 3D Buildings through 2D Pre-optimization. Evolutionary computation (2023)
Nilotpal Sinha, Kuan-Wen Chen
Neural Architecture Search using Covariance Matrix Adaptation Evolution Strategy. Evolutionary computation (2023)
Anna V Kononova, Diederick Vermetten, Fabio Caraffini, Madalina-A Mitran, Daniela Zaharie
The Importance of Being Constrained: Dealing with Infeasible Solutions in Differential Evolution and Beyond. Evolutionary computation (2023)
Zbigniew Michalewicz
A personal perspective on Evolutionary Computation A 35-year journey. Evolutionary computation (2023)
R Paul Wiegand
Preliminary Analysis of Simple Novelty Search. Evolutionary computation (2023)
Atanu Mazumdar, Manuel López-Ibáñez, Tinkle Chugh, Jussi Hakanen, Kaisa Miettinen
Treed Gaussian Process Regression for Solving Offline Data-Driven Continuous Multiobjective Optimization Problems. Evolutionary computation (2023)
Fuda van Diggelen, Eliseo Ferrante, Agoston E Eiben
Comparing Robot Controller Optimization Methods on Evolvable Morphologies. Evolutionary computation (2023)
Ruwang Jiao, Bing Xue, Mengjie Zhang
A Tri-objective Method for Bi-objective Feature Selection in Classification. Evolutionary computation (2023)
null Aishwaryaprajna, Jonathan E Rowe
Evolutionary and Estimation of Distribution Algorithms for Unconstrained, Constrained and Multi-objective Noisy Combinatorial Optimisation Problems. Evolutionary computation (2023)
Weijie Zheng, Benjamin Doerr
Theoretical Analyses of Multiobjective Evolutionary Algorithms on Multimodal Objectives. Evolutionary computation (2023)

volume 31, number 2, 2023

Thomas H W Bäck, Anna V Kononova, Bas van Stein, Hao Wang, Kirill A Antonov, Roman T Kalkreuth, Jacob de Nobel, Diederick Vermetten, Roy de Winter, Furong Ye
Evolutionary Algorithms for Parameter Optimization-Thirty Years Later. Evolutionary computation 31 (2) (2023)

volume 30, number 1, 2022

Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang
High-Dimensional Unbalanced Binary Classification by Genetic Programming with Multi-Criterion Fitness Evaluation and Selection. Evolutionary computation 30 (1) (2022)

volume 30, number 3, 2022

Francisco Chicano, Gabriela Ochoa, L Darrell Whitley, Renato Tinós
Dynastic Potential Crossover Operator. Evolutionary computation 30 (3) (2022)
Yuri Lavinas, Marcelo Ladeira, Claus Aranha
Faster Convergence in Multiobjective Optimization Algorithms Based on Decomposition. Evolutionary computation 30 (3) (2022)
J G Falcón-Cardona, M T M Emmerich, C A Coello Coello
On the Construction of Pareto-Compliant Combined Indicators. Evolutionary computation 30 (3) (2022)
Abdullah Konak, Sadan Kulturel-Konak
Regret-Based Nash Equilibrium Sorting Genetic Algorithm for Combinatorial Game Theory Problems with Multiple Players. Evolutionary computation 30 (3) (2022)

volume 30, number 4, 2022

Patrick Spettel, Zehao Ba, Dirk V Arnold
Active Sets for Explicitly Constrained Evolutionary Optimization. Evolutionary computation 30 (4) (2022)
Benedict A H Jones, John L P Chouard, Bianca C C Branco, Eléonore G B Vissol-Gaudin, Christopher Pearson, Michael C Petty, Noura Al Moubayed, Dagou A Zeze, Chris Groves
Towards Intelligently Designed Evolvable Processors. Evolutionary computation 30 (4) (2022)
Fernando G Lobo, Mosab Bazargani
When Hillclimbers Beat Genetic Algorithms in Multimodal Optimization. Evolutionary computation 30 (4) (2022)