Markus Wagner

Lujun Weng

Marcella Scoczynski Ribeiro Martins

Bradley Alexander

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

On Updating Probabilistic Graphical Models in Bayesian Optimisation Algorithm.

[BibT_eX]

[DOI]

Mohamed El Yafrani

Myriam R. B. S. Delgado

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

An Improved Generic Bet-and-Run Strategy with Performance Prediction for Stochastic Local Search.

[BibT_eX]

[DOI]

Thomas Weise

Zijun Wu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Evolutionary Computation for Multicomponent Problems: Opportunities and Future Directions.

[BibT_eX]

[DOI]

Proceedings of the Optimization in Industry, Present Practices and Future Scopes., 2019

2018

On the use of genetic programming to evolve priority rules for resource constrained project scheduling problems.

[BibT_eX]

[DOI]

Inf. Sci., 2018

A case study of algorithm selection for the traveling thief problem.

[BibT_eX]

[DOI]

J. Heuristics, 2018

A hyperheuristic approach based on low-level heuristics for the travelling thief problem.

[BibT_eX]

[DOI]

Mohamed El Yafrani

Marcella S. R. Martins

Myriam Regattieri Delgado

Belaïd Ahiod

Ricardo Lüders

Genet. Program. Evolvable Mach., 2018

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

[BibT_eX]

[DOI]

Thomas Weise

Zijun Wu

CoRR, 2018

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

[BibT_eX]

[DOI]

Christoph Treude

CoRR, 2018

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

[BibT_eX]

[DOI]

Carola Doerr

CoRR, 2018

Workshops at PPSN 2018.

[BibT_eX]

[DOI]

Robin C. Purshouse

Christine Zarges

Sylvain Cussat-Blanc

Michael G. Epitropakis

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Sensitivity of Parameter Control Mechanisms with Respect to Their Initialization.

[BibT_eX]

[DOI]

Carola Doerr

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Sparse Incomplete LU-Decomposition for Wave Farm Designs Under Realistic Conditions.

[BibT_eX]

[DOI]

Dídac Rodríguez Arbonès

Nataliia Y. Sergiienko

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Heavy-Tailed Mutation Operators in Single-Objective Combinatorial Optimization.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Data-driven search-based software engineering.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Mining Software Repositories, 2018

In-vivo and offline optimisation of energy use in the presence of small energy signals: A case study on a popular Android library.

[BibT_eX]

[DOI]

Bradley Alexander

Proceedings of the 15th EAI International Conference on Mobile and Ubiquitous Systems: Computing, 2018

A fitness landscape analysis of the travelling thief problem.

[BibT_eX]

[DOI]

Mohamed El Yafrani

Marcella S. R. Martins

Mehdi El Krari

Myriam Regattieri de Biase da Silva Delgado

Belaïd Ahiod

Ricardo Lüders

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Evolutionary computation plus dynamic programming for the bi-objective travelling thief problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Discrepancy-based evolutionary diversity optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

A detailed comparison of meta-heuristic methods for optimising wave energy converter placements.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Simple on-the-fly parameter selection mechanisms for two classical discrete black-box optimization benchmark problems.

[BibT_eX]

[DOI]

Carola Doerr

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

Escaping large deceptive basins of attraction with heavy-tailed mutation operators.

[BibT_eX]

[DOI]

Francesco Quinzan

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Data-Driven Search-Based Software Engineering (NII Shonan Meeting 2017-19).

[BibT_eX]

[DOI]

NII Shonan Meet. Rep., 2017

Validation of Internal Meters of Mobile Android Devices.

[BibT_eX]

[DOI]

CoRR, 2017

Exact Approaches for the Travelling Thief Problem.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 11th International Conference, 2017

Learning a Reactive Restart Strategy to Improve Stochastic Search.

[BibT_eX]

[DOI]

Serdar Kadioglu

Meinolf Sellmann

Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

Multi-objectiveness in the single-objective traveling thief problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Theoretical results on bet-and-run as an initialisation strategy.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Deep parameter optimisation on Android smartphones for energy minimisation: a tale of woe and a proof-of-concept.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Improving local search in a minimum vertex cover solver for classes of networks.

[BibT_eX]

[DOI]

Marius Lindauer

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

A modified indicator-based evolutionary algorithm (mIBEA).

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Multi-objective Optimisation with Multiple Preferred Regions.

[BibT_eX]

[DOI]

Md. Shahriar Mahbub

Luigi Crema

Proceedings of the Artificial Life and Computational Intelligence, 2017

A Generic Bet-and-Run Strategy for Speeding Up Stochastic Local Search.

[BibT_eX]

[DOI]

Timo Kötzing

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Nested Multi- and Many-Objective Optimization of Team Track Pursuit Cycling.

[BibT_eX]

[DOI]

Frontiers Appl. Math. Stat., 2016

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

[BibT_eX]

[DOI]

Timo Kötzing

CoRR, 2016

Evolutionary computation for multicomponent problems: opportunities and future directions.

[BibT_eX]

[DOI]

CoRR, 2016

Incorporating domain knowledge into the optimization of energy systems.

[BibT_eX]

[DOI]

Md. Shahriar Mahbub

Luigi Crema

Appl. Soft Comput., 2016

Fast and Effective Multi-objective Optimisation of Submerged Wave Energy Converters.

[BibT_eX]

[DOI]

Dídac Rodríguez Arbonès

Boyin Ding

Nataliia Y. Sergiienko

Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Fast and Effective Optimisation of Arrays of Submerged Wave Energy Converters.

[BibT_eX]

[DOI]

Junhua Wu

Slava Shekh

Nataliia Y. Sergiienko

Benjamin S. Cazzolato

Boyin Ding

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Speeding up the Proof Strategy in Formal Software Verification.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Fast Heuristics for the Multiple Traveling Thieves Problem.

[BibT_eX]

[DOI]

Shelvin Chand

Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

Optimising Energy Consumption Heuristically on Android Mobile Phones.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Constrained evolutionary wind turbine placement with penalty functions.

[BibT_eX]

[DOI]

Daniel Lückehe

Oliver Kramer

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Stealing Items More Efficiently with Ants: A Swarm Intelligence Approach to the Travelling Thief Problem.

[BibT_eX]

[DOI]

Proceedings of the Swarm Intelligence - 10th International Conference, 2016

2015

A Multimedia Data Visualization Based on <i>Ad Hoc</i> Communication Networks and Its Application to Disaster Management.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2015

Analyzing the Effects of Instance Features and Algorithm Parameters for Max-Min Ant System and the Traveling Salesperson Problem.

[BibT_eX]

[DOI]

Samadhi Nallaperuma

Frontiers Robotics AI, 2015

Efficient optimization of many objectives by approximation-guided evolution.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2015

On the Performance of Different Genetic Programming Approaches for the SORTING Problem.

[BibT_eX]

[DOI]

Tommaso Urli

Evol. Comput., 2015

Seeding the initial population of multi-objective evolutionary algorithms: A computational study.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2015

An Improved Beam-Search for the Test Case Generation for Formal Verification Systems.

[BibT_eX]

[DOI]

Thorsten Bormer

Proceedings of the Search-Based Software Engineering - 7th International Symposium, 2015

On Evolutionary Approaches to Wind Turbine Placement with Geo-Constraints.

[BibT_eX]

[DOI]

Daniel Lückehe

Oliver Kramer

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Approximate Approaches to the Traveling Thief Problem.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Improving Test Coverage of Formal Verification Systems via Beam Search.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

2014

User Preferences for Approximation-Guided Multi-objective Evolution.

[BibT_eX]

[DOI]

Anh Quang Nguyen

Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Beyond the Edge of Feasibility: Analysis of Bottlenecks.

[BibT_eX]

[DOI]

Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

Parameter Prediction Based on Features of Evolved Instances for Ant Colony Optimization and the Traveling Salesperson Problem.

[BibT_eX]

[DOI]

Samadhi Nallaperuma

Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

A comprehensive benchmark set and heuristics for the traveling thief problem.

[BibT_eX]

[DOI]

Sergey Polyakovskiy

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Maximising axiomatization coverage and minimizing regression testing time.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Single- and multi-objective genetic programming: New runtime results for sorting.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

A novel feature-based approach to characterize algorithm performance for the traveling salesperson problem.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2013

A Metric for Testing Program Verification Systems.

[BibT_eX]

[DOI]

Bernhard Beckert

Thorsten Bormer

Proceedings of the Tests and Proofs - 7th International Conference, 2013

Fast and effective multi-objective optimisation of wind turbine placement.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Ant colony optimisation and the traveling salesperson problem: hardness, features and parameter settings.

[BibT_eX]

[DOI]

Samadhi Nallaperuma

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

A fast approximation-guided evolutionary multi-objective algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Single- and multi-objective genetic programming: new bounds for weighted order and majority.

[BibT_eX]

[DOI]

Anh Nguyen

Tommaso Urli

Proceedings of the Foundations of Genetic Algorithms XII, 2013

A feature-based comparison of local search and the christofides algorithm for the travelling salesperson problem.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Genetic Algorithms XII, 2013

Efficient parent selection for Approximation-Guided Evolutionary multi-objective optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012

A Novel Feature-Based Approach to Characterize Algorithm Performance for the Traveling Salesman Problem

[BibT_eX]

[DOI]

CoRR, 2012

A Fast and Effective Local Search Algorithm for Optimizing the Placement of Wind Turbines

[BibT_eX]

[DOI]

Jareth Day

CoRR, 2012

Parsimony Pressure versus Multi-objective Optimization for Variable Length Representations.

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Experimental Supplements to the Computational Complexity Analysis of Genetic Programming for Problems Modelling Isolated Program Semantics.

[BibT_eX]

[DOI]

Tommaso Urli

Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

Local Search and the Traveling Salesman Problem: A Feature-Based Characterization of Problem Hardness.

[BibT_eX]

[DOI]

Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

An adaptive data structure for evolutionary multi-objective algorithms with unbounded archives.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Optimizing energy output and layout costs for large wind farms using particle swarm optimization.

[BibT_eX]

[DOI]

Kalyan Veeramachaneni

Una-May O'Reilly

Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011

Predicting the Energy Output of Wind Farms Based on Weather Data: Important Variables and their Correlation

[BibT_eX]

[DOI]

CoRR, 2011

Evolving Pacing Strategies for Team Pursuit Track Cycling

[BibT_eX]

[DOI]

CoRR, 2011

Computational Complexity Results for Genetic Programming and the Sorting Problem

[BibT_eX]

[DOI]

CoRR, 2011

Approximation-Guided Evolutionary Multi-Objective Optimization.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2011, 2011

Simple max-min ant systems and the optimization of linear pseudo-boolean functions.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011

Faster black-box algorithms through higher arity operators.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Genetic Algorithms, 11th International Workshop, 2011

2009

Probabilistic Models for the Verification of Human-Computer Interaction.

[BibT_eX]

[DOI]

Bernhard Beckert

Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Probabilistic User Models for the Verification of Human-Computer Interaction.

[BibT_eX]

Proceedings of the Informatiktage 2009, 2009

Towards an evolved lower bound for the most circular partition of a square.

[BibT_eX]

[DOI]

Claudia Obermaier

Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008

Better Huffman Coding via Genetic Algorithm.

[BibT_eX]

Cody Boisclair

Proceedings of the 2008 International Conference on Genetic and Evolutionary Methods, 2008

Composing Music with Neural Networks and Probabilistic Finite-State Machines.

[BibT_eX]

[DOI]

Tomasz Michal Oliwa