The Dynamic Travelling Thief Problem: Benchmarks and Performance of Evolutionary Algorithms

May 10, 2020
Ragav Sachdeva, Frank Neumann, Markus Wagner


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An Annotated Dataset of Stack Overflow Post Edits

May 06, 2020
Sebastian Baltes, Markus Wagner


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Fitness Landscape Analysis of Dimensionally-Aware Genetic Programming Featuring Feynman Equations

Apr 27, 2020
Marko Durasevic, Domagoj Jakobovic, Marcella Scoczynski Ribeiro Martins, Stjepan Picek, Markus Wagner

* 14 pages. Submitted to PPSN2020 

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MATE: A Model-based Algorithm Tuning Engine

Apr 27, 2020
Mohamed El Yafrani, Marcella Scoczynski Ribeiro Martins, Inkyung Sung, Markus Wagner, Carola Doerr, Peter Nielsen

* 14 pages. Submitted to PPSN2020 

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Ants can orienteer a thief in their robbery

Apr 15, 2020
Jonatas B. C. Chagas, Markus Wagner


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Hybrid Neuro-Evolutionary Method for Predicting Wind Turbine Power Output

Apr 02, 2020
Mehdi Neshat, Meysam Majidi Nezhad, Ehsan Abbasnejad, Daniele Groppi, Azim Heydari, Lina Bertling Tjernberg, Davide Astiaso Garcia, Bradley Alexander, Markus Wagner


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Optimisation of Large Wave Farms using a Multi-strategy Evolutionary Framework

Mar 21, 2020
Mehdi Neshat, Bradley Alexander, Nataliia Y. Sergiienko, Markus Wagner


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An Evolutionary Deep Learning Method for Short-term Wind Speed Prediction: A Case Study of the Lillgrund Offshore Wind Farm

Feb 21, 2020
Mehdi Neshat, Meysam Majidi Nezhad, Ehsan Abbasnejad, Lina Bertling Tjernberg, Davide Astiaso Garcia, Bradley Alexander, Markus Wagner


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A Non-Dominated Sorting Based Customized Random-Key Genetic Algorithm for the Bi-Objective Traveling Thief Problem

Feb 11, 2020
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb


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Design optimisation of a multi-mode wave energy converter

Jan 24, 2020
Nataliia Y. Sergiienko, Mehdi Neshat, Leandro S. P. da Silva, Bradley Alexander, Markus Wagner


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Is perturbation an effective restart strategy?

Dec 05, 2019
Aldeida Aleti, Mark Wallace, Markus Wagner


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A Hybrid Cooperative Co-evolution Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters

Oct 03, 2019
Mehdi Neshat, Bradley Alexander, Markus Wagner


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Algorithm Selection for Image Quality Assessment

Aug 19, 2019
Markus Wagner, Hanhe Lin, Shujun Li, Dietmar Saupe

* Presented at the Seventh Workshop on COnfiguration and SElection of ALgorithms (COSEAL), Potsdam, Germany, August 26--27, 2019 

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Adaptive Neuro-Surrogate-Based Optimisation Method for Wave Energy Converters Placement Optimisation

Jul 09, 2019
Mehdi Neshat, Ehsan Abbasnejad, Qinfeng Shi, Bradley Alexander, Markus Wagner

* 12 pages, 2 tables, 6 figures 

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A new insight into the Position Optimization of Wave Energy Converters by a Hybrid Local Search

Apr 21, 2019
Mehdi Neshat, Bradley Alexander, Nataliia Sergiienko, Markus Wagner


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A Hybrid Evolutionary Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters

Apr 15, 2019
Mehdi Neshat, Bradley Alexander, Nataliia Sergiienko, Markus Wagner


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On resampling vs. adjusting probabilistic graphical models in estimation of distribution algorithms

Feb 15, 2019
Mohamed El Yafrani, Marcella S. R. Martins, Myriam R. B. S. Delgado, Inkyung Sung, Ricardo Lüders, Markus Wagner


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A characterisation of S-box fitness landscapes in cryptography

Feb 13, 2019
Domagoj Jakobovic, Stjepan Picek, Marcella S. R. Martins, Markus Wagner


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Evolutionary Diversity Optimization Using Multi-Objective Indicators

Nov 16, 2018
Aneta Neumann, Wanru Gao, Markus Wagner, Frank Neumann


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An Improved Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search

Jun 23, 2018
Thomas Weise, Zijun Wu, Markus Wagner

* results publicly available: https://zenodo.org/record/1253770 

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Per-Corpus Configuration of Topic Modelling for GitHub and Stack Overflow Collections

Jun 23, 2018
Christoph Treude, Markus Wagner


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On the Effectiveness of Simple Success-Based Parameter Selection Mechanisms for Two Classical Discrete Black-Box Optimization Benchmark Problems

Mar 04, 2018
Carola Doerr, Markus Wagner


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Discrepancy-based Evolutionary Diversity Optimization

Feb 15, 2018
Aneta Neumann, Wanru Gao, Carola Doerr, Frank Neumann, Markus Wagner


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Evolutionary Computation plus Dynamic Programming for the Bi-Objective Travelling Thief Problem

Feb 07, 2018
Junhua Wu, Sergey Polyakovskiy, Markus Wagner, Frank Neumann


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Exact Approaches for the Travelling Thief Problem

Aug 01, 2017
Junhua Wu, Markus Wagner, Sergey Polyakovskiy, Frank Neumann

* 13 pages, 1 figures 

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A Generic Bet-and-run Strategy for Speeding Up Traveling Salesperson and Minimum Vertex Cover

Sep 13, 2016
Tobias Friedrich, Timo Kötzing, Markus Wagner

* 15 pages 

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A case study of algorithm selection for the traveling thief problem

Sep 02, 2016
Markus Wagner, Marius Lindauer, Mustafa Misir, Samadhi Nallaperuma, Frank Hutter

* 23 pages, this article is underview 

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Evolutionary computation for multicomponent problems: opportunities and future directions

Jun 22, 2016
Mohammad Reza Bonyadi, Zbigniew Michalewicz, Frank Neumann, Markus Wagner


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