Thomas Stützle

Orcid: 0000-0002-5820-0473

Affiliations:
  • Université libre de Bruxelles, Belgium


According to our database1, Thomas Stützle authored at least 257 papers between 1995 and 2023.

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Bibliography

2023
Exposing the grey wolf, moth-flame, whale, firefly, bat, and antlion algorithms: six misleading optimization techniques inspired by <i>bestial</i> metaphors.
Int. Trans. Oper. Res., November, 2023

A landscape-based analysis of fixed temperature and simulated annealing.
Eur. J. Oper. Res., 2023

Algorithm Configuration via Continuously Racing: Preliminary Results.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022
PSO-X: A Component-Based Framework for the Automatic Design of Particle Swarm Optimization Algorithms.
IEEE Trans. Evol. Comput., 2022

Guest Editorial Special Issue on Benchmarking Sampling-Based Optimization Heuristics: Methodology and Software.
IEEE Trans. Evol. Comput., 2022

Metaphor-based metaheuristics, a call for action: the elephant in the room.
Swarm Intell., 2022

Evaluating the impact of grammar complexity in automatic algorithm design.
Int. Trans. Oper. Res., 2022

Preface to the Special Cluster on Stochastic Local Search: Recent Developments and Trends.
Int. Trans. Oper. Res., 2022

An analysis of why cuckoo search does not bring any novel ideas to optimization.
Comput. Oper. Res., 2022

Automated algorithm configuration and design.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Automatic Configuration of Metaheuristics for Solving the Quadratic Three-Dimensional Assignment Problem Using Irace.
Proceedings of the Metaheuristics - 14th International Conference, 2022

2021
ANTS 2020 Special Issue: Editorial.
Swarm Intell., 2021

A computational study on ant colony optimization for the traveling salesman problem with dynamic demands.
Comput. Oper. Res., 2021

Revisiting Pareto-Optimal Multi- and Many-Objective Reference Fronts for Continuous Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Automatic Configuration of Multi-objective Optimizers and Multi-objective Configuration.
Proceedings of the High-Performance Simulation-Based Optimization, 2020

Iterative improvement in the automatic modular design of robot swarms.
PeerJ Comput. Sci., 2020

Special issue on "Stochastic Local Search: Recent developments and trends".
Int. Trans. Oper. Res., 2020

Automatic Algorithm Design for Hybrid Flowshop Scheduling Problems.
Eur. J. Oper. Res., 2020

Automatically Designing State-of-the-Art Multi- and Many-Objective Evolutionary Algorithms.
Evol. Comput., 2020

A Causal Framework for Understanding Optimisation Algorithms.
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

Automated algorithm configuration and design.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Grey Wolf, Firefly and Bat Algorithms: Three Widespread Algorithms that Do Not Contain Any Novelty.
Proceedings of the Swarm Intelligence - 12th International Conference, 2020

2019
The intelligent water drops algorithm: why it cannot be considered a novel algorithm - A brief discussion on the use of metaphors in optimization.
Swarm Intell., 2019

Automatic Off-Line Design of Robot Swarms: A Manifesto.
Frontiers Robotics AI, 2019

Automatic design of hybrid stochastic local search algorithms for permutation flowshop problems.
Eur. J. Oper. Res., 2019

Revisiting simulated annealing: A component-based analysis.
Comput. Oper. Res., 2019

Archiver effects on the performance of state-of-the-art multi- and many-objective evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

The Hypervolume Indicator as a Performance Measure in Dynamic Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018
Iterated Local Search.
Proceedings of the Handbook of Heuristics., 2018

Iterated Greedy.
Proceedings of the Handbook of Heuristics., 2018

Ant Colony Optimization: A Component-Wise Overview.
Proceedings of the Handbook of Heuristics., 2018

Effect of transformations of numerical parameters in automatic algorithm configuration.
Optim. Lett., 2018

On the empirical scaling of running time for finding optimal solutions to the TSP.
J. Heuristics, 2018

A Large-Scale Experimental Evaluation of High-Performing Multi- and Many-Objective Evolutionary Algorithms.
Evol. Comput., 2018

Algorithm Configuration: Learning Policies for the Quick Termination of Poor Performers.
Proceedings of the Learning and Intelligent Optimization - 12th International Conference, 2018

Automated offline design of algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Studying Solutions of the p-Median Problem for the Location of Public Bike Stations.
Proceedings of the Advances in Artificial Intelligence, 2018

Why the Intelligent Water Drops Cannot Be Considered as a Novel Algorithm.
Proceedings of the Swarm Intelligence - 11th International Conference, 2018

Stochastic Local Search Algorithms for Multiobjective Combinatorial Optimization: A Review.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics, 2018

Stochastic Local Search.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics, 2018

Empirical Analysis of Randomised Algorithms.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics, 2018

Stochastic Local Search Algorithms for the Graph Colouring Problem.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics, 2018

2017
Metaheuristic.
Proceedings of the Encyclopedia of Machine Learning and Data Mining, 2017

ANTS 2016 special issue: Editorial.
Swarm Intell., 2017

ABC-X: a generalized, automatically configurable artificial bee colony framework.
Swarm Intell., 2017

Speeding up local search for the insert neighborhood in the weighted tardiness permutation flowshop problem.
Optim. Lett., 2017

Special issue on "Matheuristics".
Int. Trans. Oper. Res., 2017

Special issue on "Metaheuristics".
Int. Trans. Oper. Res., 2017

A unified framework for routing problems with a fixed fleet size.
Int. J. Metaheuristics, 2017

Exploring variable neighborhood search for automatic algorithm configuration.
Electron. Notes Discret. Math., 2017

An iterated greedy algorithm with optimization of partial solutions for the makespan permutation flowshop problem.
Comput. Oper. Res., 2017

Hybrid Simulated Annealing for the Bi-objective Quadratic Assignment Problem.
Proceedings of the Multi-disciplinary Trends in Artificial Intelligence, 2017

An Experimental Study of Adaptive Capping in irace.
Proceedings of the Learning and Intelligent Optimization - 11th International Conference, 2017

Network planning in smart grids via a local search heuristic for spanning forest problems.
Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017

Configuring irace using surrogate configuration benchmarks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Evaluating random forest models for irace.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Artificial bee colony framework to non-convex economic dispatch problem with valve point effects: a case study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

A Computational Study of Neighborhood Operators for Job-Shop Scheduling Problems with Regular Objectives.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2017

An Empirical Assessment of the Properties of Inverted Generational Distance on Multi- and Many-Objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

Analysis of the population-based ant colony optimization algorithm for the TSP and the QAP.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Three L-SHADE based algorithms on mixed-variables optimization problems.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Tuning of a stigmergy-based traffic light controller as a dynamic optimization problem.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Comparison of Acceptance Criteria in Randomized Local Searches.
Proceedings of the Artificial Evolution, 2017

Automatic Configuration of GCC Using Irace.
Proceedings of the Artificial Evolution, 2017

2016
Automatic Component-Wise Design of Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2016

A destroy and repair algorithm for the Bike sharing Rebalancing Problem.
Comput. Oper. Res., 2016

The Impact of Automated Algorithm Configuration on the Scaling Behaviour of State-of-the-Art Inexact TSP Solvers.
Proceedings of the Learning and Intelligent Optimization - 10th International Conference, 2016

Automatic Algorithm Configuration: Methods, Applications, and Perspectives.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

Exploration of Metaheuristics through Automatic Algorithm Configuration Techniques and Algorithmic Frameworks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

IAM 2016 Chairs' Welcome & Organization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Configuring a Stigmergy-based Traffic Light Controller.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Self-adaptive search equation-based artificial bee colony algorithm on the CEC 2014 benchmark functions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Stochastic Local Search Algorithms: An Overview.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

ANTS 2014 special issue: Editorial.
Swarm Intell., 2015

Ant colony optimization on a limited budget of evaluations.
Swarm Intell., 2015

On the empirical time complexity of finding optimal solutions vs proving optimality for Euclidean TSP instances.
Optim. Lett., 2015

Anytime Pareto local search.
Eur. J. Oper. Res., 2015

Estimation-based metaheuristics for the single vehicle routing problem with stochastic demands and customers.
Comput. Optim. Appl., 2015

Performance evaluation of automatically tuned continuous optimizers on different benchmark sets.
Appl. Soft Comput., 2015

Automatic (Offline) Configuration of Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

On the Empirical Scaling Behaviour of State-of-the-art Local Search Algorithms for the Euclidean TSP.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Comparing Decomposition-Based and Automatically Component-Wise Designed Multi-Objective Evolutionary Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

To DE or Not to DE? Multi-objective Differential Evolution Revisited from a Component-Wise Perspective.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

A configurable generalized artificial bee colony algorithm with local search strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014
Ant Colony Optimization for Mixed-Variable Optimization Problems.
IEEE Trans. Evol. Comput., 2014

On the sensitivity of reactive tabu search to its meta-parameters.
Soft Comput., 2014

An analysis of parameter adaptation in reactive tabu search.
Int. Trans. Oper. Res., 2014

Automatically improving the anytime behaviour of optimisation algorithms.
Eur. J. Oper. Res., 2014

A unified ant colony optimization algorithm for continuous optimization.
Eur. J. Oper. Res., 2014

On the empirical scaling of run-time for finding optimal solutions to the travelling salesman problem.
Eur. J. Oper. Res., 2014

A Note on Bound Constraints Handling for the IEEE CEC'05 Benchmark Function Suite.
Evol. Comput., 2014

Grammar-based generation of stochastic local search heuristics through automatic algorithm configuration tools.
Comput. Oper. Res., 2014

Tabu search vs. simulated annealing as a function of the size of quadratic assignment problem instances.
Comput. Oper. Res., 2014

Hybrid algorithms for the twin-screw extrusion configuration problem.
Appl. Soft Comput., 2014

Automatic Design of Evolutionary Algorithms for Multi-Objective Combinatorial Optimization.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

AClib: A Benchmark Library for Algorithm Configuration.
Proceedings of the Learning and Intelligent Optimization, 2014

Deconstructing Multi-objective Evolutionary Algorithms: An Iterative Analysis on the Permutation Flow-Shop Problem.
Proceedings of the Learning and Intelligent Optimization, 2014

Automated Algorithm Configuration: Advances and Prospects.
Proceedings of the Intelligent Distributed Computing VIII, 2014

Algorithm Comparison by Automatically Configurable Stochastic Local Search Frameworks: A Case Study Using Flow-Shop Scheduling Problems.
Proceedings of the Hybrid Metaheuristics - 9th International Workshop, HM 2014, 2014

A template for designing single-solution hybrid metaheuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

An Analysis of Parameters of irace.
Proceedings of the Evolutionary Computation in Combinatorial Optimisation, 2014

Ant Colony Optimization on a Budget of 1000.
Proceedings of the Swarm Intelligence - 9th International Conference, 2014

2013
Combining Two Search Paradigms for Multi-objective Optimization: Two-Phase and Pareto Local Search.
Proceedings of the Hybrid Metaheuristics, 2013

Artificial bee colonies for continuous optimization: Experimental analysis and improvements.
Swarm Intell., 2013

ANTS 2012 special issue - Editorial.
Swarm Intell., 2013

Computational results for an automatically tuned CMA-ES with increasing population size on the CEC'05 benchmark set.
Soft Comput., 2013

Swarmanoid: A Novel Concept for the Study of Heterogeneous Robotic Swarms.
IEEE Robotics Autom. Mag., 2013

Local search techniques for a routing-packing problem.
Comput. Ind. Eng., 2013

From Grammars to Parameters: Automatic Iterated Greedy Design for the Permutation Flow-Shop Problem with Weighted Tardiness.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Tuning Algorithms for Tackling Large Instances: An Experimental Protocol.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Experimental Analysis of Pheromone-Based Heuristic Column Generation Using irace.
Proceedings of the Hybrid Metaheuristics - 8th International Workshop, 2013

Automatic Design of Hybrid Stochastic Local Search Algorithms.
Proceedings of the Hybrid Metaheuristics - 8th International Workshop, 2013

An analysis of post-selection in automatic configuration.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Expensive optimization scenario: IPOP-CMA-ES with a population bound mechanism for noiseless function testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Testing the impact of parameter tuning on a variant of IPOP-CMA-ES with a bounded maximum population size on the noiseless BBOB testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Bounding the population size of IPOP-CMA-ES on the noiseless BBOB testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

An Analysis of Local Search for the Bi-objective Bidimensional Knapsack Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2013

Automatically Improving the Anytime Behaviour of Multiobjective Evolutionary Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Evolutionary medical image registration using automatic parameter tuning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Benchmark results for a simple hybrid algorithm on the CEC 2013 benchmark set for real-parameter optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
The Automatic Design of Multiobjective Ant Colony Optimization Algorithms.
IEEE Trans. Evol. Comput., 2012

MORE: Mixed Optimization for Reverse Engineering - An Application to Modeling Biological Networks Response via Sparse Systems of Nonlinear Differential Equations.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012

Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms.
Swarm Intell., 2012

A critical analysis of parameter adaptation in ant colony optimization.
Swarm Intell., 2012

An experimental analysis of design choices of multi-objective ant colony optimization algorithms.
Swarm Intell., 2012

Large neighbourhood search algorithms for the founder sequence reconstruction problem.
Comput. Oper. Res., 2012

On the Anytime Behavior of IPOP-CMA-ES.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012

A Non-adaptive Stochastic Local Search Algorithm for the CHeSC 2011 Competition.
Proceedings of the Learning and Intelligent Optimization - 6th International Conference, 2012

An ACO algorithm benchmarked on the BBOB noiseless function testbed.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Pareto Local Search Algorithms for Anytime Bi-objective Optimization.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2012

Automatic Generation of Multi-objective ACO Algorithms for the Bi-objective Knapsack.
Proceedings of the Swarm Intelligence - 8th International Conference, 2012

Parameter Adaptation in Ant Colony Optimization.
Proceedings of the Autonomous Search, 2012

2011
Incremental Social Learning in Particle Swarms.
IEEE Trans. Syst. Man Cybern. Part B, 2011

ANTS 2010 special issue - Editorial.
Swarm Intell., 2011

An incremental particle swarm for large-scale continuous optimization problems: an example of tuning-in-the-loop (re)design of optimization algorithms.
Soft Comput., 2011

Accelerating Molecular Docking Calculations Using Graphics Processing Units.
J. Chem. Inf. Model., 2011

Engineering an efficient two-phase local search algorithm for the co-rotating twin-screw extruder configuration problem.
Int. Trans. Oper. Res., 2011

A hybrid TP+PLS algorithm for bi-objective flow-shop scheduling problems.
Comput. Oper. Res., 2011

Improving the anytime behavior of two-phase local search.
Ann. Math. Artif. Intell., 2011

High performing stochastic local search algorithms for the QAP and their performance in dependence to the instance structure and size.
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

A detailed analysis of the population-based ant colony optimization algorithm for the TSP and the QAP.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Tuning parameters across mixed dimensional instances: a performance scalability study of Sep-G-CMA-ES.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

An incremental ant colony algorithm with local search for continuous optimization.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Automatic configuration of state-of-the-art multi-objective optimizers using the TP+PLS framework.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Off-line and On-line Tuning: A Study on Operator Selection for a Memetic Algorithm Applied to the QAP.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2011

An experimental study of preference model integration into multi-objective optimization heuristics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A Bi-objective Optimization Model to Eliciting Decision Maker's Preferences for the PROMETHEE II Method.
Proceedings of the Algorithmic Decision Theory - Second International Conference, 2011

Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm.
Proceedings of the Artificial Evolution, 2011

2010
On the Performance of Local Search for the Biobjective Traveling Salesman Problem.
Proceedings of the Advances in Multi-Objective Nature Inspired Computing, 2010

Usage of Exact Algorithms to Enhance Stochastic Local Search Algorithms.
Proceedings of the Matheuristics - Hybridizing Metaheuristics and Mathematical Programming, 2010

Metaheuristic.
Proceedings of the Encyclopedia of Machine Learning, 2010

pharmACOphore: Multiple Flexible Ligand Alignment Based on Ant Colony Optimization.
J. Chem. Inf. Model., 2010

An analysis of communication policies for homogeneous multi-colony ACO algorithms.
Inf. Sci., 2010

Shifting representation search for hybrid flexible flowline problems.
Eur. J. Oper. Res., 2010

Estimation-based metaheuristics for the probabilistic traveling salesman problem.
Comput. Oper. Res., 2010

Special issue on learning and intelligent optimization.
Ann. Math. Artif. Intell., 2010

An Analysis of Heuristics for Vertex Colouring.
Proceedings of the Experimental Algorithms, 9th International Symposium, 2010

Incremental Social Learning Applied to a Decentralized Decision-Making Mechanism: Collective Learning Made Faster.
Proceedings of the Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2010

Adaptive "Anytime" Two-Phase Local Search.
Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010

MADS/F-Race: Mesh Adaptive Direct Search Meets F-Race.
Proceedings of the Trends in Applied Intelligent Systems, 2010

Graphical tools for the analysis of bi-objective optimization algorithms: [workshop on theoretical aspects of evolutionary multiobjective optimization].
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

The impact of design choices of multiobjective antcolony optimization algorithms on performance: an experimental study on the biobjective TSP.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Pre-scheduled and adaptive parameter variation in MAX-MIN Ant System.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Modern Continuous Optimization Algorithms for Tuning Real and Integer Algorithm Parameters.
Proceedings of the Swarm Intelligence - 7th International Conference, 2010

Off-line <i>vs.</i> On-line Tuning: A Study on <i>MAX</i>-<i>MIN</i>\mathcal{MAX--MIN} Ant System for the TSP.
Proceedings of the Swarm Intelligence - 7th International Conference, 2010

Automatic Configuration of Multi-Objective ACO Algorithms.
Proceedings of the Swarm Intelligence - 7th International Conference, 2010

F-Race and Iterated F-Race: An Overview.
Proceedings of the Experimental Methods for the Analysis of Optimization Algorithms., 2010

Exploratory Analysis of Stochastic Local Search Algorithms in Biobjective Optimization.
Proceedings of the Experimental Methods for the Analysis of Optimization Algorithms., 2010

2009
Frankenstein's PSO: A Composite Particle Swarm Optimization Algorithm.
IEEE Trans. Evol. Comput., 2009

Special issue on ant colony optimization.
Swarm Intell., 2009

Estimation-based ant colony optimization and local search for the probabilistic traveling salesman problem.
Swarm Intell., 2009

Empirical Scoring Functions for Advanced Protein-Ligand Docking with PLANTS.
J. Chem. Inf. Model., 2009

ParamILS: An Automatic Algorithm Configuration Framework.
J. Artif. Intell. Res., 2009

Adaptive sample size and importance sampling in estimation-based local search for the probabilistic traveling salesman problem.
Eur. J. Oper. Res., 2009

Design and analysis of stochastic local search for the multiobjective traveling salesman problem.
Comput. Oper. Res., 2009

Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Search.
Proceedings of the Soft Computing in Industrial Applications, 2009

Hierarchical Iterated Local Search for the Quadratic Assignment Problem.
Proceedings of the Hybrid Metaheuristics, 6th International Workshop, 2009

Effective Hybrid Stochastic Local Search Algorithms for Biobjective Permutation Flowshop Scheduling.
Proceedings of the Hybrid Metaheuristics, 6th International Workshop, 2009

Ant Colony Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009

Heterogeneous particle swarm optimizers.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error.
Proceedings of the Artifical Evolution, 2009

An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP.
Proceedings of the Artifical Evolution, 2009

2008
Very Large-Scale Neighborhood Search: Overview and Case Studies on Coloring Problems.
Proceedings of the Hybrid Metaheuristics, An Emerging Approach to Optimization, 2008

Engineering Stochastic Local Search Algorithms: A Case Study in Estimation-Based Local Search for the Probabilistic Travelling Salesman Problem.
Proceedings of the Recent Advances in Evolutionary Computation for Combinatorial Optimization, 2008

ANTS 2008 - Call for Papers.
Künstliche Intell., 2008

Estimation-Based Local Search for Stochastic Combinatorial Optimization Using Delta Evaluations: A Case Study on the Probabilistic Traveling Salesman Problem.
INFORMS J. Comput., 2008

An Iterated Greedy heuristic for the sequence dependent setup times flowshop problem with makespan and weighted tardiness objectives.
Eur. J. Oper. Res., 2008

The quadratic three-dimensional assignment problem: Exact and approximate solution methods.
Eur. J. Oper. Res., 2008

Iterated Greedy Algorithms for a Real-World Cyclic Train Scheduling Problem.
Proceedings of the Hybrid Metaheuristics, 5th International Workshop, 2008

Incremental Particle Swarm-Guided Local Search for Continuous Optimization.
Proceedings of the Hybrid Metaheuristics, 5th International Workshop, 2008

Towards incremental social learning in optimization and multiagent systems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Convergence behavior of the fully informed particle swarm optimization algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Reactive Stochastic Local Search Algorithms for the Genomic Median Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2008

2007
Stochastic Local Search Algorithms for the Graph Coloring Problem.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics., 2007

Stochastic Local Search Algorithms for Multiobjective Combinatorial Optimization.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics., 2007

Stochastic Local Search.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics., 2007

Empirical Analysis of Randomized Algorithms.
Proceedings of the Handbook of Approximation Algorithms and Metaheuristics., 2007

An ant colony optimization approach to flexible protein-ligand docking.
Swarm Intell., 2007

A simple and effective iterated greedy algorithm for the permutation flowshop scheduling problem.
Eur. J. Oper. Res., 2007

A review of metrics on permutations for search landscape analysis.
Comput. Oper. Res., 2007

Stochastic Local Search Algorithms for Graph Set <i>T</i> -colouring and Frequency Assignment.
Constraints An Int. J., 2007

On local optima in multiobjective combinatorial optimization problems.
Ann. Oper. Res., 2007

Preface.
Ann. Oper. Res., 2007

Improvement Strategies for the F-Race Algorithm: Sampling Design and Iterative Refinement.
Proceedings of the Hybrid Metaheuristics, 4th International Workshop, 2007

Automatic Algorithm Configuration Based on Local Search.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

Using Experimental Design to Analyze Stochastic Local Search Algorithms for Multiobjective Problems.
Proceedings of the Metaheuristics, 2007

2006
Hybrid Population-Based Algorithms for the Bi-Objective Quadratic Assignment Problem.
J. Math. Model. Algorithms, 2006

Iterated local search for the quadratic assignment problem.
Eur. J. Oper. Res., 2006

A study of stochastic local search algorithms for the biobjective QAP with correlated flow matrices.
Eur. J. Oper. Res., 2006

Ant colony optimization.
IEEE Comput. Intell. Mag., 2006

Colour Reassignment in Tabu Search for the Graph Set T-Colouring Problem.
Proceedings of the Hybrid Metaheuristics, Third International Workshop, 2006

Iterated Ants: An Experimental Study for the Quadratic Assignment Problem.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

ACO Applied to Switch Engine Scheduling in a Railroad Yard.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

A Comparison of Particle Swarm Optimization Algorithms Based on Run-Length Distributions.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

Parallel Ant Colony Optimization for the Traveling Salesman Problem.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

PLANTS: Application of Ant Colony Optimization to Structure-Based Drug Design.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

Hybrid Particle Swarm Optimization: An Examination of the Influence of Iterative Improvement Algorithms on Performance.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

Incremental Local Search in Ant Colony Optimization: Why It Fails for the Quadratic Assignment Problem.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2006

2005
Efficient Stochastic Local Search for MPE Solving.
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005

Applications of Racing Algorithms: An Industrial Perspective.
Proceedings of the Artificial Evolution, 2005

2004
The linear ordering problem: Instances, search space analysis and algorithms.
J. Math. Model. Algorithms, 2004

Search Space Features Underlying the Performance of Stochastic Local Search Algorithms for MAX-SAT.
Proceedings of the Parallel Problem Solving from Nature, 2004

New Benchmark Instances for the QAP and the Experimental Analysis of Algorithms.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2004

On the Design of ACO for the Biobjective Quadratic Assignment Problem.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004

A Comparison Between ACO Algorithms for the Set Covering Problem.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004

Pareto Local Optimum Sets in the Biobjective Traveling Salesman Problem: An Experimental Study.
Proceedings of the Metaheuristics for Multiobjective Optimisation, 2004

Stochastic Local Search: Foundations & Applications
Elsevier / Morgan Kaufmann, ISBN: 1-55860-872-9, 2004

Ant colony optimization.
MIT Press, ISBN: 978-0-262-04219-2, 2004

2003
Search Space Analysis of the Linear Ordering Problem.
Proceedings of the Applications of Evolutionary Computing, 2003

Combinations of Local Search and Exact Algorithms.
Proceedings of the Applications of Evolutionary Computing, 2003

A Two-Phase Local Search for the Biobjective Traveling Salesman Problem.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

Iterated Robust Tabu Search for MAX-SAT.
Proceedings of the Advances in Artificial Intelligence, 2003

Stochastic Local Search for Multiprocessor Scheduling for Minimum Total Tardiness.
Proceedings of the Advances in Artificial Intelligence, 2003

Iterated Local Search.
Proceedings of the Handbook of Metaheuristics, 2003

2002
A short convergence proof for a class of ant colony optimization algorithms.
IEEE Trans. Evol. Comput., 2002

Guest editorial: special section on ant colony optimization.
IEEE Trans. Evol. Comput., 2002

A Comparison of the Performance of Different Metaheuristics on the Timetabling Problem.
Proceedings of the Practice and Theory of Automated Timetabling IV, 2002

A Racing Algorithm for Configuring Metaheuristics.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

An Experimental Investigation of Iterated Local Search for Coloring Graphs.
Proceedings of the Applications of Evolutionary Computing, 2002

Exploiting Fitness Distance Correlation of Set Covering Problems.
Proceedings of the Applications of Evolutionary Computing, 2002

2001
Ameisenalgorithmen zur Lösung kombinatorischer Optimierungsprobleme.
Künstliche Intell., 2001

Design of Iterated Local Search Algorithms.
Proceedings of the Applications of Evolutionary Computing, 2001

2000
Local Search Algorithms for SAT: An Empirical Evaluation.
J. Autom. Reason., 2000

MAX-MIN Ant System.
Future Gener. Comput. Syst., 2000

Ant algorithms.
Future Gener. Comput. Syst., 2000

A Comparison of Nature Inspired Heuristics on the Traveling Salesman Problem.
Proceedings of the Parallel Problem Solving from Nature, 2000

Ant Colony Optimization for the Total Weighted Tardiness Problem.
Proceedings of the Parallel Problem Solving from Nature, 2000

1999
Towards a Characterisation of the Behaviour of Stochastic Local Search Algorithms for SAT.
Artif. Intell., 1999

Systematic vs. Local Search for SAT.
Proceedings of the KI-99: Advances in Artificial Intelligence, 1999

Local search algorithms for combinatorial problems - analysis, improvements, and new applications.
PhD thesis, 1999

1998
Evaluating Las Vegas Algorithms: Pitfalls and Remedies.
Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Parallelization Strategies for Ant Colony Optimization.
Proceedings of the Parallel Problem Solving from Nature, 1998

Some Surprising Regularities in the Behaviour of Stochastic Local Search.
Proceedings of the Principles and Practice of Constraint Programming, 1998

1997
Lokale Suchverfahren für Constrain Satisfaction Probleme: die <i>min conflicts</i> Heuristik und Tabu Search.
Künstliche Intell., 1997

Tabu Search vs. Random Walk.
Proceedings of the KI-97: Advances in Artificial Intelligence, 1997

Improvements on the Ant-System: Introducing the MAX-MIN Ant System.
Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

1995
A Neural Network Approach to Quality Control Charts.
Proceedings of the From Natural to Artificial Neural Computation, 1995


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