Authors
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Title
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W Langdon, Justyna Petke and Bobby R. Bruce.
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Optimising Quantisation Noise in Energy Measurement |
Weijie Zheng, Haohuan Fu and Guangwen Yang |
TADE: Tight Adaptive Differential Evolution |
Randal Olson, Jason Moore and Christoph Adami |
Evolution of active categorical image classification via saccadic eye movement |
Yuichi Nagata |
Population Diversity Measures based on Variable-order Markov Models for the Traveling Salesman Problem |
Youhei Akimoto and Nikolaus Hansen |
Online Model Selection for Restricted Covariance Matrix Adaptation |
Jesús Guillermo Falcón Cardona and Carlos A. Coello Coello |
iMOACOR: A New Indicator-Based Multi-Objective Ant Colony Optimization Algorithm for Continuous Search Spaces |
Stefano Nichele, Tom Eivind Glover and Gunnar Tufte
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Genotype Regulation by Self-Modifying Instruction-Based Development on Cellular Automata |
Renato Tinos and Shengxiang Yang
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Artificially Inducing Environmental Changes in Evolutionary Dynamic Optimization |
Alberto Bartoli, Andrea De Lorenzo, Eric Medvet and Fabiano Tarlao |
Syntactical Similarity Learning by means of Grammatical Evolution |
Mojgan Pourhassan, Feng Shi and Frank Neumann |
Parameterized Analysis of Multi-objective Evolutionary Algorithms and the Weighted Vertex Cover Problem |
Michael Hellwig and Hans-Georg Beyer |
Evolution under Strong Noise: A Self-Adaptive Evolution Strategy Can Reach the Lower Performance Bound – the pcCMSA-ES |
Jorge Gomes, Miguel Duarte, Pedro Mariano and Anders Lyhne Christensen
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Cooperative Coevolution of Control for a Real Multirobot System |
Wanru Gao, Samadhi Nallaperuma and Frank Neumann |
Feature-Based Diversity Optimization for Problem Instance Classification |
Mayowa Ayodele, John McCall and Olivier Regnier-Coudert |
RK-EDA: A Novel Random Key Based Estimation of Distribution Algorithm |
Ryoji Tanabe and Alex Fukunaga |
How Far Are We From an Optimal, Adaptive DE? |
Pak-Kan Wong, Man-Leung Wong and Kwong-Sak Leung |
Hierarchical Knowledge in Self-Improving Grammar Based Genetic Programming |
Chao Qian, Ke Tang and Zhi-Hua Zhou |
Selection Hyper-heuristics Can Provably be Helpful in Evolutionary Multi-objective Optimization |
Jacob Soderlund, Darwin Vickers and Alan Blair
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Parallel Hierarchical Evolution of String Library Functions |
Xiaofen Lu, Ke Tang and Xin Yao |
Speciated Evolutionary Algorithm for Dynamic Constrained Optimisation |
Ann Thorhauer |
On the Non-uniform Redundancy in Grammatical Evolution |
Luis Miguel Antonio and Carlos A. Cello Coello |
Use of Cooperative Coevolution in a Decomposition-based Approach for Solving Large Scale Multi-objective Problems |
Ke Li, Mohammad Omidvar, Kalyanmoy Deb and Xin Yao |
Variable Interactions in Multi-Objective Optimization Problems |
Asma Atamna, Anne Auger and Nikolaus Hansen |
Augmented Lagrangian Constraint Handling for CMA-ES–Case of a Single Linear Constraint |
Amit Benbassat and Avishai Henik |
Replicating the Stroop Effect using A Developmental Spatial Neuroevolution System |
Nacim Belkhir, Johann Dréo, Pierre Savéant and Marc Schoenauer |
Feature Based Algorithm Configuration: a Case Study with Differential Evolution |
Thi Huong Chu, Quang Uy Nguyen and Michael O’Neill |
Tournament Selection based on Statistical Test in Genetic Programming |
Wanru Gao, Tobias Friedrich and Frank Neumann
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Fixed-Parameter Single Objective Search Heuristics for Minimum Vertex Cover |
Zhenhua Li and Qingfu Zhang |
What does the Evolution Path Approximate in CMA-ES? |
Tobias Friedrich, Timo Kötzing, Martin S. Krejca and Andrew M. Sutton
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Graceful Scaling on Uniform versus Steep-Tailed Noise |
Xiuli Wu, Pietro Consoli, Leandro Minku, Gabriela Ochoa and Xin Yao |
An Evolutionary Hyper-heuristic for the Software Project Scheduling Problem |
Shouyong Jiang and Shengxiang Yang
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Convergence Versus Diversity in Multiobjective Optimization |
Juergen Branke and Xin Fei |
Efficient Sampling when Searching for Robust Solutions |
Ke Lu, Juergen Branke and Tapabrata Ray |
Improving Efficiency of Bi-level Worst Case Optimization |
Daniel Horn, Karin Schork and Tobias Wagner |
Multi-Objective Selection of Algorithm Portfolios: Experimental Validation |
W Langdon
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Kin Selection with Twin Genetic Programming |
Carlos Fernandes, Jj Merelo and Agostinho Da Rosa |
An Asynchronous and Steady State Update Strategy for the Particle Swarm Optimization Algorithm |
Brad Alexander, George Lorenzetti, Constantina Pyromallis and Brad Zacher
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Using Scaffolding with Partial Call-Trees to Improve Search |
Tobias Friedrich, Timo Kötzing and Andrew Sutton
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On the Robustness of Evolving Populations |
Bilel Derbel, Arnaud Liefooghe, Qingfu Zhang, Hernán Aguirre and Kiyoshi Tanaka |
Multi-objective Local Search based on Decomposition |
Zhilei Ren, He Jiang, Jifeng Xuan and Yan Hu
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Analyzing Inter-objective Relationships: A Case Study of Software Upgradability |
Martin Pilat and Roman Neruda |
Feature Extraction for Surrogate Models in Genetic Programming |
Tinkle Chugh, Karthik Sindhya, Kaisa Miettinen, Jussi Hakanen and Yaochu Jin |
On constraint handling in surrogate-assisted evolutionary many-objective optimization |
Francesco Marino, Giovanni Squillero and Alberto Tonda
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A General-Purpose Framework for Genetic Improvement |
Justin Pugh, Lisa Soros and Kenneth Stanley
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Searching for Quality Diversity when Diversity is Unaligned with Quality |
Koen van der Blom, Sjonnie Boonstra, Hèrm Hofmeyer and Michael T. M. Emmerich |
Multicriteria Building Spatial Design with Mixed Integer Evolutionary Algorithms |
Willem den Besten, Dirk Thierens and Peter A.N. Bosman |
The Multiple Insertion Pyramid: A Fast Parameter-less Population Scheme |
Emily L. Rounds, Eric O. Scott, Andrew S. Alexander, Kenneth A. De Jong, Douglas A. Nitz and Jeffrey L. Krichmar |
An Evolutionary Framework for Replicating Neurophysiological Data with Spiking Neural Networks |
Momodou Sanyang and Ata Kaban |
REMEDA: Random Embedding EDA for optimising functions with intrinsic dimension |
Francisco Chavez de La O, Francisco Fernandez de Vega, Josefa Diaz Alvarez, Juan Angel Garcia, Pedro Angel Castillo Valdivieso, Juan Julian Merelo Guervos and Carlos Cotta Porras |
A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms. Towards Energy-Aware Bioinspired Algorithms |
Dirk Arnold |
An Active Set Evolution Strategy for Constrained Optimization with Known Constraints |
Marco Baioletti, Alfredo Milani and Valentino Santucci |
An Extension of Algebraic Differential Evolution for the Linear Ordering Problem with Cumulative Costs |
Nadarajen Veerapen, Gabriela Ochoa, Renato Tinós and Darrell Whitley
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Tunnelling Crossover Networks for the Asymmetric TSP |
Duc-Cuong Dang, Per Kristian Lehre, Tobias Friedrich, Timo Koetzing, Martin S. Krejca, Pietro S. Oliveto, Dirk Sudholt and Andrew M. Sutton
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Emergence of Diversity and its Benefits for Crossover in Genetic Algorithms |
Sebastian Herrmann, Gabriela Ochoa and Franz Rothlauf |
Coarse-Grained Barrier Trees of Fitness Landscapes |
Erella Matalon-Eisenstadt, Amiram Moshaiov and Gideon Avigad |
The Competing Travelling Salespersons Problem under Multi-criteria |
Benjamin Doerr, Carola Doerr and Timo Kötzing
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Provably Optimal Self-Adjusting Step Sizes for Multi-Valued Decision Variables |
Zbyněk Pitra, Lukáš Bajer and Martin Holena |
Doubly Trained Evolution Control for the Surrogate CMA-ES |
Stjepan Picek, Dominik Sisejkovic, Vladimir Rozic, Bohan Yang, Nele Mentens and Domagoj Jakobovic |
Evolving Cryptographic Pseudorandom Number Generators |
Simon Wessing, Günter Rudolph and Dino Menges |
Comparing Asynchronous and Synchronous Parallelization of the SMS-EMOA |
Pascal Kerschke, Hao Wang, Mike Preuss, Christian Grimme, André Deutz, Heike Trautmannand Michael Emmerich |
Towards Analyzing Multimodality of Multiobjective Landscapes |
Davy Smith, Laurissa Tokarchuk and Geraint Wiggins
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Rapid Phenotypic Landscape Exploration through Hierarchical Spatial Partitioning |
Martin Zaefferer and Thomas Bartz-Beielstein |
Efficient Global Optimization with Indefinite Kernels |
Nathaniel Powell and Josh Bongard
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Exploring Uncertainty and Movement in Categorical Perception using Robots |
Rodica Ioana Lung, Mihai Suciu, Regina Meszlényi, Krisztian Buza and Noémi Gaskó
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Community structure detection for the functional connectivity networks of the brain |
Edgar Manoatl Lopez and Carlos Coello Coello |
A Parallel Multi-Objective Memetic Algorithm based on the IGD+ Indicator |
Edgar Galvan-Lopez, Efren Mezura-Montes, Ouassim Ait Elhara and Marc Schoenauer |
On the Use of Semantics in Multi-Objective Genetic Programming |
Christopher Jankee, Sébastien Verel, Bilel Derbel and Cyril Fonlupt |
A Fitness Cloud Model for Adaptive Metaheuristic Selection Methods |
Eleonore Vissol-Gaudin, Apostolos Kotsialos, Dagou Zeze, Christopher Pearson, Kieran Massey, Michael Petty and Christopher Groves |
Data Classification using Carbon-Nanotubes and Evolutionary Algorithms |
Vesa Ojalehto, Dmitry Podkopaev and Kaisa Miettinen |
Towards automatic testing of reference point-based interactive methods |
Andreas Steyven, Emma Hart and Ben Paechter
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Understanding environmental influence in an open-ended evolutionary algorithm |
Dušan Hrabec, Pavel Popela and Jan Roupec |
WS Network Design Problem with Nonlinear Pricing Solved by Hybrid Algorithm |
Rafael Nogueras and Carlos Cotta
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A Study of the Performance of Self-* Memetic Algorithms on Heterogeneous Ephemeral Environments |
David Walker and Ed Keedwell |
Towards Many-objective Optimisation with Hyper-heuristics: Identifying Good Heuristics with Indicators |
Khulood Alyahya and Jonathan Rowe |
Simple Random Sampling Estimation of the Number of Local Optima |
Marcin Szubert, Anuradha Kodali, Sangram Ganguly, Kamalika Das and Joshua Bongard |
Semantic Forward Propagation for Symbolic Regression |
Luiz Otavio V. B. Oliveira, Luis Fernando Miranda, Gisele L. Pappa, Fernando E. B. Otero and Ricardo H. C. Takahashi |
Reducing Dimensionality to Improve Search in Semantic Genetic Programming |
Justin Kelly and Christian Jacob
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evoVision3D: A Multiscale Visualization of Evolutionary Histories |
Thomas Jansen and Christine Zarges
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Example Landscapes to Support Analysis of Multimodal Optimisation |
Francisco Manfrini, Heder Bernardino and Helio Barbosa |
A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits |
Raquel Hernández, Carlos A. Coello and Enrique Alba |
A Parallel Version of SMS-EMOA for Many-Objective Optimization Problems |
Claudia Correa, Elizabeth Wanner and Carlos Fonseca |
Lyapunov design of a simple step-size adaptation strategy based on success |
Dídac Rodríguez Arbonès, Nataliia Y. Sergiienko, Boyin Ding and Markus Wagner
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Fast and Effective Multi-Objective Optimisation of Submerged Wave Energy Converters |
Borys Wrobel
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Evolution of spiking neural networks robust to noise and damage for control of simple animats |
Luis Martí, Arsene Fansi, Laurent Navarro and Marc Schoenauer
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Anomaly Detection with the Voronoi Diagram Artificial Immune System |
Hisao Ishibuchi, Ken Doi and Yusuke Nojima
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Use of Piecewise Linear and Nonlinear Scalarizing Functions in MOEA/D |
Sam Kriegman, Marcin Szubert, Josh Bongard and Christian Skalka |
Evolving Spatially Aggregated Features From Satellite Imagery for Regional Modeling |
Duc-Cuong Dang and Per Kristian Lehre |
Self-adaptation of Mutation Rates in Non-elitist Populations |
Andreia Guerreiro and Carlos Fonseca |
Hypervolume Sharpe Ratio Indicator: Formalization and First Theoretical Results |
Benjamin Doerr, Carola Doerr and Jing Yang |
$k$-Bit Mutation with Self-Adjusting $k$ Outperforms Standard Bit Mutation |
Van Loi Cao, Miguel Nicolau and James McDermott |
A novel approach for anomaly detetction based on estimating density from hidden layer of Autoencoder |
Eric O. Scott and Kenneth A. De Jong
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Landscape Features for Computationally Expensive Evaluation Functions: Revisiting the Problem of Noise |
Eduardo Lalla-Ruiz, Eduardo Segredo, Stefan Voß, Emma Hart and Ben Paechter |
Analysing the performance of multi-leader migrating birds optimisation for global continuous problems |
Ryan Urbanowicz, Jason Moore and Randal Olson |
Pareto inspired multi-objective rule fitness for adaptive rule-based machine learning |