Thomas Stützle

Q: What Schools Are Affiliated With Thomas Stützle

Thomas Stützle is affiliated with the following schools: Université libre de Bruxelles, Technische Universität Darmstadt, University of Bonn

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Thomas Stützle

Computer Science

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#3347

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Artificial Intelligence

#506

World Rank

#515

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#696

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computer-science Degrees

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Computer Science

Thomas Stützle's Degrees

PhD Computer Science University of Bonn
Masters Computer Science University of Bonn
Bachelors Computer Science University of Bonn

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Thomas Stützle's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Ant Colony Optimization (2009) (3412)
MAX-MIN Ant System (2000) (2838)
Ant colony optimization: artificial ants as a computational intelligence technique (2006) (2172)
Stochastic Local Search: Foundations & Applications (2004) (1596)
The irace package: Iterated racing for automatic algorithm configuration (2016) (1223)
ParamILS: An Automatic Algorithm Configuration Framework (2009) (1003)
Empirical Scoring Functions for Advanced Protein-Ligand Docking with PLANTS (2009) (975)
The Ant Colony Optimization Metaheuristic: Algorithms, Applications, and Advances (2003) (928)
A simple and effective iterated greedy algorithm for the permutation flowshop scheduling problem (2007) (912)
Ant Colony Optimization Theory (2004) (901)
Ant Colony Optimization: Overview and Recent Advances (2018) (709)
A Racing Algorithm for Configuring Metaheuristics (2002) (629)
Iterated Local Search: Framework and Applications (2018) (497)
A short convergence proof for a class of ant colony optimization algorithms (2002) (409)
F-Race and Iterated F-Race: An Overview (2010) (404)
SATLIB: An Online Resource for Research on SAT (2000) (385)
An Iterated Greedy heuristic for the sequence dependent setup times flowshop problem with makespan and weighted tardiness objectives (2008) (377)
Swarmanoid: A Novel Concept for the Study of Heterogeneous Robotic Swarms (2013) (359)
Iterated local search for the quadratic assignment problem (2006) (343)
Frankenstein's PSO: A Composite Particle Swarm Optimization Algorithm (2009) (330)
Automatic Algorithm Configuration Based on Local Search (2007) (327)
Improvements on the Ant-System: Introducing the MAX-MIN Ant System (1997) (325)
ACO algorithms for the quadratic assignment problem (1999) (316)
Ant Colony Optimization and Swarm Intelligence (2008) (289)
Improvement Strategies for the F-Race Algorithm: Sampling Design and Iterative Refinement (2007) (273)
Local search algorithms for combinatorial problems - analysis, improvements, and new applications (1999) (268)
PLANTS: Application of Ant Colony Optimization to Structure-Based Drug Design (2006) (244)
An Ant Approach to the Flow Shop Problem (1998) (238)
Ant Colony Optimization for the Total Weighted Tardiness Problem (2000) (236)
Pareto Local Optimum Sets in the Biobjective Traveling Salesman Problem: An Experimental Study (2004) (229)
A Review on the Ant Colony Optimization Metaheuristic: Basis, Models and New Trends (2002) (227)
A Comparison of the Performance of Different Metaheuristics on the Timetabling Problem (2002) (219)
Ant Colony Optimization for Mixed-Variable Optimization Problems (2014) (200)
Parallelization Strategies for Ant Colony Optimization (1998) (200)
An ant colony optimization approach to flexible protein–ligand docking (2007) (197)
Local Search Algorithms for SAT: An Empirical Evaluation (2000) (175)
Evaluating Las Vegas Algorithms: Pitfalls and Remedies (1998) (175)
A SHORT CONVERGENCE PROOF FOR A CLASS OF ACO ALGORITHMS (2002) (169)
A review of metrics on permutations for search landscape analysis (2007) (162)
The Automatic Design of Multiobjective Ant Colony Optimization Algorithms (2012) (158)
Parameter Adaptation in Ant Colony Optimization (2012) (157)
The MAX–MIN Ant System and Local Search for Combinatorial Optimization Problems: Towards Adaptive Tools for Global Optimization (1997) (157)
A Two-Phase Local Search for the Biobjective Traveling Salesman Problem (2003) (153)
Exploratory Analysis of Stochastic Local Search Algorithms in Biobjective Optimization (2010) (149)
Parallel Ant Colony Optimization for the Traveling Salesman Problem (2006) (142)
A Comparison Between ACO Algorithms for the Set Covering Problem (2004) (136)
Iterated Robust Tabu Search for MAX-SAT (2003) (133)
Incremental Social Learning in Particle Swarms (2011) (131)
Stochastic Local Search (2007) (129)
Guest editorial: special section on ant colony optimization (2002) (124)
A unified ant colony optimization algorithm for continuous optimization (2014) (122)
An incremental ant colony algorithm with local search for continuous optimization (2011) (106)
A hybrid TP+PLS algorithm for bi-objective flow-shop scheduling problems (2011) (105)
Towards a Characterisation of the Behaviour of Stochastic Local Search Algorithms for SAT (1999) (100)
A study of stochastic local search algorithms for the biobjective QAP with correlated flow matrices (2006) (99)
A destroy and repair algorithm for the Bike sharing Rebalancing Problem (2016) (98)
Ant Colony Optimization and Swarm Intelligence, 6th International Conference, ANTS 2008, Brussels, Belgium, September 22-24, 2008. Proceedings (2008) (97)
Combinations of Local Search and Exact Algorithms (2003) (97)
On local optima in multiobjective combinatorial optimization problems (2007) (89)
A beginner's introduction to iterated local search (2001) (86)
An incremental particle swarm for large-scale continuous optimization problems: an example of tuning-in-the-loop (re)design of optimization algorithms (2011) (85)
Automatically improving the anytime behaviour of optimisation algorithms (2014) (82)
Local search algorithms for combinatorial problems: analysis, algorithms, and new applications (1999) (78)
Automatic Design of Hybrid Stochastic Local Search Algorithms (2013) (77)
The linear ordering problem: Instances, search space analysis and algorithms (2004) (77)
An analysis of communication policies for homogeneous multi-colony ACO algorithms (2010) (76)
Classification of Metaheuristics and Design of Experiments for the Analysis of Components (2001) (75)
Mean Absolute Error (2010) (74)
Stochastic Local Search Algorithms for Multiobjective Combinatorial Optimization (2006) (72)
AClib: A Benchmark Library for Algorithm Configuration (2014) (71)
Heterogeneous particle swarm optimizers (2009) (70)
Automatic Component-Wise Design of Multiobjective Evolutionary Algorithms (2016) (70)
An iterated greedy algorithm with optimization of partial solutions for the makespan permutation flowshop problem (2017) (70)
Hybrid Population-Based Algorithms for the Bi-Objective Quadratic Assignment Problem (2006) (70)
Grammar-based generation of stochastic local search heuristics through automatic algorithm configuration tools (2014) (66)
Automatic Configuration of Multi-Objective ACO Algorithms (2010) (66)
Design of Iterated Local Search Algorithms (2001) (66)
On the Design of ACO for the Biobjective Quadratic Assignment Problem (2004) (64)
Anytime Pareto local search (2015) (62)
An Experimental Study of the Simple Ant Colony Optimization Algorithm (2001) (61)
Estimation-based ant colony optimization and local search for the probabilistic traveling salesman problem (2009) (60)
Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms (2012) (59)
Analyzing the Run-time Behaviour of Iterated Local Search for the TSP (1999) (59)
Design and analysis of stochastic local search for the multiobjective traveling salesman problem (2009) (59)
Ant Colony Optimization: A Component-Wise Overview (2018) (54)
An application of Iterated Local Search to Graph Coloring (2002) (54)
Estimation-Based Local Search for Stochastic Combinatorial Optimization Using Delta Evaluations: A Case Study on the Probabilistic Traveling Salesman Problem (2008) (54)
ACO Algorithms for the Travelling Salesman Problem (1999) (53)
An experimental analysis of design choices of multi-objective ant colony optimization algorithms (2012) (53)
A CONCISE OVERVIEW OF APPLICATIONS OF ANT COLONY OPTIMIZATION (2011) (53)
Ant Algorithms (2000) (53)
Artificial Ants as a Computational Intelligence Technique (2006) (51)
Efficient Stochastic Local Search for MPE Solving (2005) (51)
Benchmark results for a simple hybrid algorithm on the CEC 2013 benchmark set for real-parameter optimization (2013) (51)
An application of Iterated Local Search to the Graph Coloring Problem (2007) (51)
The impact of design choices of multiobjective antcolony optimization algorithms on performance: an experimental study on the biobjective TSP (2010) (50)
Artificial bee colonies for continuous optimization: Experimental analysis and improvements (2013) (50)
Tabu search vs. simulated annealing as a function of the size of quadratic assignment problem instances (2014) (49)
On the empirical scaling of run-time for finding optimal solutions to the travelling salesman problem (2014) (49)
Revisiting simulated annealing: A component-based analysis (2019) (49)
Convergence behavior of the fully informed particle swarm optimization algorithm (2008) (48)
An Experimental Investigation of Iterated Local Search for Coloring Graphs (2002) (47)
The quadratic three-dimensional assignment problem: Exact and approximate solution methods (2008) (47)
Shifting representation search for hybrid flexible flowline problems (2010) (47)
Automatic Off-Line Design of Robot Swarms: A Manifesto (2019) (46)
pharmACOphore: multiple flexible ligand alignment based on ant colony optimization (2010) (45)
Design of Iterated Local Search Algorithms An Example Application to the Single Machine Total Weighted Tardiness Problem (2001) (45)
Estimation-based metaheuristics for the probabilistic traveling salesman problem (2010) (43)
Performance evaluation of automatically tuned continuous optimizers on different benchmark sets (2015) (42)
New Benchmark Instances for the QAP and the Experimental Analysis of Algorithms (2004) (41)
A critical analysis of parameter adaptation in ant colony optimization (2011) (41)
Improving the anytime behavior of two-phase local search (2011) (40)
From Grammars to Parameters: Automatic Iterated Greedy Design for the Permutation Flow-Shop Problem with Weighted Tardiness (2013) (39)
A review on airport gate assignment problems: Single versus multi objective approaches (2020) (39)
A detailed analysis of the population-based ant colony optimization algorithm for the TSP and the QAP (2011) (38)
Towards incremental social learning in optimization and multiagent systems (2008) (38)
Local search techniques for a routing-packing problem (2013) (38)
Special issue on ant colony optimization (2009) (38)
Accelerating Molecular Docking Calculations Using Graphics Processing Units (2011) (38)
Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm (2011) (37)
The Linear Ordering Problem: Instances, Search Space Analysis and Algorithms (2004) (36)
An Empirical Assessment of the Properties of Inverted Generational Distance on Multi- and Many-Objective Optimization (2017) (35)
Computational results for an automatically tuned CMA-ES with increasing population size on the CEC’05 benchmark set (2013) (35)
Automatically Improving the Anytime Behaviour of Multiobjective Evolutionary Algorithms (2013) (35)
Automatic Design of Evolutionary Algorithms for Multi-Objective Combinatorial Optimization (2014) (34)
Stochastic Local Search Algorithms for the Graph Coloring Problem (2007) (33)
Adaptive sample size and importance sampling in estimation-based local search for the probabilistic traveling salesman problem (2009) (33)
ABC-X: a generalized, automatically configurable artificial bee colony framework (2017) (33)
A Comparison of Particle Swarm Optimization Algorithms Based on Run-Length Distributions (2006) (32)
Analysing the Run-Time Behaviour of Iterated Local Search for the Travelling Salesman Problem (2002) (32)
Hybrid Particle Swarm Optimization: An Examination of the Influence of Iterative Improvement Algorithms on Performance (2006) (31)
A Comparison of Nature Inspired Heuristics on the Traveling Salesman Problem (2000) (31)
Automatic configuration of state-of-the-art multi-objective optimizers using the TP+PLS framework (2011) (31)
A Large-Scale Experimental Evaluation of High-Performing Multi- and Many-Objective Evolutionary Algorithms (2018) (30)
Search Space Analysis of the Linear Ordering Problem (2003) (30)
Applications of Racing Algorithms: An Industrial Perspective (2005) (29)
Reactive Stochastic Local Search Algorithms for the Genomic Median Problem (2007) (28)
Combining Two Search Paradigms for Multi-objective Optimization: Two-Phase and Pareto Local Search (2013) (28)
Neighborhoods revisited: an experimental investigation into the effectiveness of variable neighborhood descent for scheduling (2001) (27)
A review of the literature on local search algorithms for MAX-SAT (2001) (27)
The intelligent water drops algorithm: why it cannot be considered a novel algorithm (2019) (27)
Clusters of Non-dominated Solutions in Multiobjective Combinatorial Optimization: An Experimental Analysis (2006) (27)
Special issue on Ant Algorithms (2000) (27)
Tabu Search vs. Random Walk (1997) (25)
Incremental Particle Swarm-Guided Local Search for Continuous Optimization (2008) (25)
An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP (2009) (25)
An Analysis of Parameters of irace (2014) (25)
Iterated Ants: An Experimental Study for the Quadratic Assignment Problem (2006) (25)
Stochastic Local Search Algorithms for Graph Set T-colouring and Frequency Assignment (2007) (25)
MATHEURISTICS: Hybridizing Metaheuristics and Mathematical Programming (Annals of Information Systems) (2009) (23)
Automatic Algorithm Design for Hybrid Flowshop Scheduling Problems (2020) (23)
On the Empirical Scaling Behaviour of State-of-the-art Local Search Algorithms for the Euclidean TSP (2015) (23)
Exploiting Fitness Distance Correlation of Set Covering Problems (2002) (23)
On the empirical evaluation of Las Vegas algorithms (1999) (23)
An Analysis of Heuristics for Vertex Colouring (2010) (22)
An Ant Colony Optimization Application to the Single Machine Total Weighted Tardiness Problem (2000) (22)
The long term car pooling problem : on the soundness of the problem formulation and proof of NP-completeness (2002) (22)
An Analysis of the Hardness of TSP Instances for Two High-performance Algorithms (2005) (22)
GECCO 2007: Genetic and Evolutionary Computation Conference (2007) (21)
Stochastic Local Search Algorithms: An Overview (2015) (21)
Systematic vs. Local Search for SAT (1999) (21)
Mixture Modeling (2019) (21)
Estimation-based metaheuristics for the single vehicle routing problem with stochastic demands and customers (2015) (21)
Market Basket Analysis (2010) (21)
Automatically Designing State-of-the-Art Multi- and Many-Objective Evolutionary Algorithms (2020) (21)
Usage of Exact Algorithms to Enhance Stochastic Local Search Algorithms (2010) (20)
Iterated Greedy Algorithms for a Real-World Cyclic Train Scheduling Problem (2008) (20)
Hierarchical Iterated Local Search for the Quadratic Assignment Problem (2009) (20)
Off-line vs. on-line tuning: a study on MAX–MIN ant system for the TSP (2010) (20)
Tuning parameters across mixed dimensional instances: a performance scalability study of Sep-G-CMA-ES (2011) (19)
Ant colony optimization on a limited budget of evaluations (2015) (19)
Search Space Features Underlying the Performance of Stochastic Local Search Algorithms for MAX-SAT (2004) (19)
An Experimental Study of Adaptive Capping in irace (2017) (18)
Modern Continuous Optimization Algorithms for Tuning Real and Integer Algorithm Parameters (2010) (18)
Proceedings of the 2007 international conference on Engineering stochastic local search algorithms: designing, implementing and analyzing effective heuristics (2007) (18)
Analysis of the population-based ant colony optimization algorithm for the TSP and the QAP (2017) (18)
Automated Design of Metaheuristic Algorithms (2018) (18)
Automatic Configuration of GCC Using Irace (2017) (17)
Ant Colony Optimization and Swarm Intelligence, 5th International Workshop, ANTS 2006, Brussels, Belgium, September 4-7, 2006, Proceedings (2006) (17)
Iterated Greedy (2018) (17)
Metaphor-based metaheuristics, a call for action: the elephant in the room (2021) (17)
An analysis of post-selection in automatic configuration (2013) (17)
Multi-objective ant colony optimization for the twin-screw configuration problem (2012) (17)
Automatic Configuration of Multi-objective Optimizers and Multi-objective Configuration (2020) (17)
Off-line and On-line Tuning: A Study on Operator Selection for a Memetic Algorithm Applied to the QAP (2011) (17)
Pre-scheduled and adaptive parameter variation in MAX-MIN Ant System (2010) (16)
Experimental Analysis of Pheromone-Based Heuristic Column Generation Using irace (2013) (16)
Experiments with Variants of Ant Algorithms (2002) (16)
Effective Hybrid Stochastic Local Search Algorithms for Biobjective Permutation Flowshop Scheduling (2009) (16)
Local search and metaheuristics for the quadratic assignment problem (2001) (15)
A configurable generalized artificial bee colony algorithm with local search strategies (2015) (15)
A unified framework for routing problems with a fixed fleet size (2017) (15)
Why the Intelligent Water Drops Cannot Be Considered as a Novel Algorithm (2018) (15)
An Iterated Greedy Algorithm for the Flowshop Problem with Sequence Dependent Setup Times (2005) (15)
Comparing Decomposition-Based and Automatically Component-Wise Designed Multi-Objective Evolutionary Algorithms (2015) (15)
Statistical methods for the comparison of stochastic optimizers (2005) (15)
Ant Colony Optimization on a Budget of 1000 (2014) (15)
Very Large-Scale Neighborhood Search: Overview and Case Studies on Coloring Problems (2008) (15)
An experimental study of preference model integration into multi-objective optimization heuristics (2011) (14)
Pareto Local Search Algorithms for Anytime Bi-objective Optimization (2012) (14)
Deconstructing Multi-objective Evolutionary Algorithms: An Iterative Analysis on the Permutation Flow-Shop Problem (2014) (14)
A multi-objective ant colony optimization method applied to switch engine scheduling in railroad yards (2010) (14)
A Bi-objective Optimization Model to Eliciting Decision Maker's Preferences for the PROMETHEE II Method (2011) (14)
Stochastic Local Search Algorithms for Multiobjective Combinatorial Optimization: A Review (2018) (14)
MADS/F-Race: Mesh Adaptive Direct Search Meets F-Race (2010) (14)
Markov Random Field (2010) (13)
Ant Colony Optimization and Swarm Intelligence: 5th International Workshop, ANTS 2006, Brussels, Belgium, September 4-7, 2006, Proceedings (Lecture Notes in Computer Science) (2006) (13)
An analysis of parameter adaptation in reactive tabu search (2014) (13)
MAX-MIN ant system for combinatorial optimization problems (1997) (13)
Evolutionary medical image registration using automatic parameter tuning (2013) (12)
To DE or Not to DE? Multi-objective Differential Evolution Revisited from a Component-Wise Perspective (2015) (12)
Tuning Algorithms for Tackling Large Instances: An Experimental Protocol (2013) (12)
On the empirical time complexity of finding optimal solutions vs proving optimality for Euclidean TSP instances (2015) (12)
A Note on Bound Constraints Handling for the IEEE CEC’05 Benchmark Function Suite (2014) (12)
A template for designing single-solution hybrid metaheuristics (2014) (11)
Engineering Stochastic Local Search Algorithms. Designing, Implementing and Analyzing Effective Heuristics, Second International Workshop, SLS 2009, Brussels, Belgium, September 3-4, 2009. Proceedings (2009) (11)
Ant Colony Optimization and Swarm Intelligence: 6th International Conference, ANTS 2008. Proceedings (2008) (11)
A component-wise approach to multi-objective evolutionary algorithms: From flexible frameworks to automatic design (2016) (11)
Automatic (offline) configuration of algorithms (2014) (11)
The Impact of Automated Algorithm Configuration on the Scaling Behaviour of State-of-the-Art Inexact TSP Solvers (2016) (11)
Bounding the population size of IPOP-CMA-ES on the noiseless BBOB testbed (2013) (11)
A Neural Network Approach to Quality Control Charts (1995) (10)
Large neighbourhood search algorithms for the founder sequence reconstruction problem (2012) (10)
Evaluating random forest models for irace (2017) (10)
MORE: Mixed Optimization for Reverse Engineering—An Application to Modeling Biological Networks Response via Sparse Systems of Nonlinear Differential Equations (2012) (10)
Matheuristics: Algorithms and Implementations (2021) (10)
Incremental Local Search in Ant Colony Optimization: Why It Fails for the Quadratic Assignment Problem (2006) (10)
Ant Colony Optimization and Swarm Intelligence: 5th International Workshop, ANTS 2006. Proceedings (2006) (10)
A computational study on ant colony optimization for the traveling salesman problem with dynamic demands (2021) (10)
Off-line vs. On-line Tuning: A Study on MAX-MIN\mathcal{MAX--MIN} Ant System for the TSP (2010) (10)
Artificial bee colony framework to non-convex economic dispatch problem with valve point effects: a case study (2017) (10)
On the sensitivity of reactive tabu search to its meta-parameters (2014) (10)
PSO-X: A Component-Based Framework for the Automatic Design of Particle Swarm Optimization Algorithms (2021) (9)
Proceedings of the Genetic and Evolutionary Computation Conference (2019) (9)
Automatic Generation of Multi-objective ACO Algorithms for the Bi-objective Knapsack (2012) (9)
Graphical tools for the analysis of bi-objective optimization algorithms: [workshop on theoretical aspects of evolutionary multiobjective optimization] (2010) (9)
On the empirical scaling of running time for finding optimal solutions to the TSP (2018) (9)
Adaptive "Anytime" Two-Phase Local Search (2010) (9)
Automatic Generation of MOACO Algorithms for the Biobjective Bidimensional Knapsack Problem (2012) (9)
A Non-adaptive Stochastic Local Search Algorithm for the CHeSC 2011 Competition (2012) (9)
Mean Squared Error (2010) (9)
Grey Wolf, Firefly and Bat Algorithms: Three Widespread Algorithms that Do Not Contain Any Novelty (2020) (9)
A metaheuristic multi-criteria optimisation approach to portfolio selection (2014) (9)
An ACO algorithm benchmarked on the BBOB noiseless function testbed (2012) (9)
Ant Colony Optimization Algorithms for the Traveling Salesman Problem (2004) (8)
Ant Colony Optimization and Swarm Intelligence: 4th International Workshop , ANTS 2004. Proceedings (2004) (8)
Algorithm Comparison by Automatically Configurable Stochastic Local Search Frameworks: A Case Study Using Flow-Shop Scheduling Problems (2014) (8)
On the Anytime Behavior of IPOP-CMA-ES (2012) (8)
Exploring variable neighborhood search for automatic algorithm configuration (2017) (8)
An analysis of why cuckoo search does not bring any novel ideas to optimization (2022) (7)
Using Experimental Design to Analyze Stochastic Local Search Algorithms for Multiobjective Problems (2007) (7)
An algorithm for the car sequencing problem of the ROADEF 2005 Challenge (2004) (7)
Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics, 2nd International Workshop (2007) (7)
Some Surprising Regularities in the Behaviour of Stochastic Local Search (1998) (7)
A Study of Local Optima in the Biobjective Travelling Salesman Problem (2002) (7)
Network planning in smart grids via a local search heuristic for spanning forest problems (2017) (7)
Incremental Social Learning Applied to a Decentralized Decision-Making Mechanism: Collective Learning Made Faster (2010) (7)
Comparison of Acceptance Criteria in Randomized Local Searches (2017) (7)
Adaptive sample size and importance sampling in estimation-based local search for stochastic combinatorial optimization: A complete analysis (2007) (7)
Self-adaptive search equation-based artificial bee colony algorithm on the CEC 2014 benchmark functions (2016) (7)
Automatic Design of a Hybrid Iterated Local Search for the Multi-Mode Resource-Constrained Multi-Project Scheduling Problem (2013) (7)
Archiver effects on the performance of state-of-the-art multi- and many-objective evolutionary algorithms (2019) (6)
Multi-Objective Ant Colony Optimization for Solving the Twin- Screw Extrusion Configuration Problem (2011) (6)
Automatic (Offline) Configuration of Algorithms (2016) (6)
Proceedings of ANTS 2000 – From Ant Colonies to Artificial Ants: Second International Workshop on Ant Algorithms (2000) (6)
Configuring irace using surrogate configuration benchmarks (2017) (6)
Engineering Stochastic Local Search Algorithms: A Case Study in Estimation-Based Local Search for the Probabilistic Travelling Salesman Problem (2008) (6)
Swarm Intelligence (2016) (5)
Configuration of iterated local search: an example application to the single machine total weighted tardiness problem (2001) (5)
Frankenstein’s PSO: An Engineered Composite Particle Swarm Optimization Algorithm (2007) (5)
A survey of methods that combine local search and exact algorithms (5)
Speeding up local search for the insert neighborhood in the weighted tardiness permutation flowshop problem (2017) (5)
A landscape analysis for a Hybrid Approximate Algorithm on a Timetabling Problem (2004) (5)
Ant Colony Optimization: models and applications (2002) (5)
Swarmanoid, The Movie (2011) (5)
Parallel multicolony aco algorithm with exchange of solutions (2006) (5)
Engineering an efficient two-phase local search algorithm for the co-rotating twin-screw extruder configuration problem (2011) (5)
Algorithm Configuration: Learning policies for the quick termination of poor performers (2018) (5)
Ant Colony Optimization for NP-Hard Problems (2004) (4)
Hybrid ARQ Symbol Mapping in Digital Wireless Communication Systems Based on the Quadratic 3-dimensional Assignment Problem (Q3AP) (2005) (4)
Iterative improvement in the automatic modular design of robot swarms (2020) (4)
Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence (2008) (4)
A Rigorous Analysis of an Algorithm That Has Been Misleading the Research Community for More Than 10 Years and Nobody Seems to Have Noticed (2021) (4)
Expensive optimization scenario: IPOP-CMA-ES with a population bound mechanism for noiseless function testbed (2013) (4)
Hybrid algorithms for the twin-screw extrusion configuration problem (2014) (4)
Advances in Metaheuristics (2013) (4)
Swarm Intelligence, 8th International Conference, ANTS 2012 (2012) (4)
Empirical Analysis of Randomized Algorithms (2007) (4)
Automated Algorithm Configuration: Advances and Prospects (2014) (4)
Exploration of Metaheuristics through Automatic Algorithm Configuration Techniques and Algorithmic Frameworks (2016) (4)
From Real to Artificial Ants (2004) (4)
Automatic (offline) configuration of algorithms (2013) (4)
Testing the impact of parameter tuning on a variant of IPOP-CMA-ES with a bounded maximum population size on the noiseless BBOB testbed (2013) (4)
Swarm Intelligence (2014) (4)
Effect of transformations of numerical parameters in automatic algorithm configuration (2018) (4)
Proceedings of the IJCAI-01 Workshop on Empirical Methods in Artificial Intelligence (2000) (4)
Ant colony optimization and swarm intelligence : 4th International Workshop, ANTS 2004, Brussels, Belgium, September 5-8, 2004 : proceedings (2004) (4)
Kernel Search (2021) (3)
Iterated Local Search (2003) (3)
Studying Solutions of the p-Median Problem for the Location of Public Bike Stations (2018) (3)
Optimization of Co-rotating Twin-Screw Extruders Using Pareto Local Search (2009) (3)
An experimental study of estimation-based metaheuristics for the probabilistic traveling salesman problem (2007) (3)
Three L-SHADE based algorithms on mixed-variables optimization problems (2017) (3)
Estimation-based Local Search for the Probabilistic Traveling Salesman Problem (2007) (3)
Proceedings of the 8th international conference on Swarm Intelligence (2010) (3)
On the Performance of Local Search for the Biobjective Traveling Salesman Problem (2010) (3)
Exposing the grey wolf, moth‐flame, whale, firefly, bat, and antlion algorithms: six misleading optimization techniques inspired by bestial metaphors (2022) (3)
On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error (2009) (3)
Towards the Automatic Design of Metaheuristics (2013) (3)
Mixture Distribution (2010) (3)
A Note on the Effects of Enforcing Bound Constraints on Algorithm Comparisons using the IEEE CEC'05 Benchmark Function Suite. (2011) (3)
Application of Pareto Local Search and Multi-Objective Ant Colony Algorithms to the Optimization of Co-Rotating Twin Screw Extruders (2009) (3)
Hybrid Particle Swarm Optimization : An examination of the influence of iterative improvement algorithms on its behavior (3)
Tuning of a stigmergy-based traffic light controller as a dynamic optimization problem (2017) (3)
Learning Graphical Models for Parameter Tuning (2011) (3)
The Hypervolume Indicator as a Performance Measure in Dynamic Optimization (2019) (3)
A study of stochastic local search algorithms for the quadratic assignment problem (2007) (3)
COLOMBO: Exploiting Vehicular Communications at Low Equipment Rates for Traffic Management Purposes (2016) (3)
Colour Reassignment in Tabu Search for the Graph Set T-Colouring Problem (2006) (3)
ACO Algorithms for the Quadratic Assignment Problem 1 (1999) (3)
A landscape-based analysis of fixed temperature and simulated annealing (2022) (2)
An experimental analysis of design choices of multi-objective ant colony optimization algorithms (2012) (2)
Matheuristics 2016 - Proceedings of the Sixth International Workshop on Model-based Metaheuristics (2016) (2)
Mean Error (2010) (2)
Conclusions and Prospects for the Future (2004) (2)
Towards the Empirical Analysis of SLS Algorithms for Multiobjective Combinatorial Optimization Problems through Experimental Design (2005) (2)
High performing stochastic local search algorithms for the QAP and their performance in dependence to the instance structure and size (2011) (2)
Towards a unified evaluation of traffic light algorithms (2014) (2)
Automated Algorithm Tuning using F-races: Recent Developments (2009) (2)
Ant Colony Optimisation: models and applications. (2002) (2)
Decomposition-Based Heuristics (2021) (2)
Special Issue on Aut algorithms (2002) (2)
Stochastic Local Search for Multiprocessor Scheduling for Minimum Total Tardiness (2003) (2)
An Analysis of Local Search for the Bi-objective Bidimensional Knapsack Problem (2013) (2)
Special issue on learning and intelligent optimization (2010) (2)
Swarm Intelligence: 12th International Conference, ANTS 2020, Barcelona, Spain, October 26–28, 2020, Proceedings (2020) (2)
Evaluating the impact of grammar complexity in automatic algorithm design (2020) (2)
Communication policies for a parallel multi-colony ACO algorithm with identical colonies (2007) (2)
Ant Colony Optimization: Overview and Recent Advances (updated edition) (2018) (2)
A Simple and Effective Iterated Greedy Algorithm for the Flowshop Scheduling Problem (2005) (2)
On the Performance Analysis of Particle Swarm Optimisers (2006) (1)
Face Detection by Hybrid Genetic and Ant Colony Optimization Algorithm (2019) (1)
Artificial bee colonies for continuous optimization: Experimental analysis and improvements (2013) (1)
Local Search for Constraint Satisfaction Problems (1997) (1)
COLOMBO Deliverable 4.3: Pollutant Emission Models and Optimisation (2015) (1)
Guest Editorial Special Issue on Benchmarking Sampling-Based Optimization Heuristics: Methodology and Software (2022) (1)
About Planning under Uncertainty in Dynamic Systems Exploiting Probabilistic Information (1996) (1)
COLOMBO Deliverable 2.3: Performance of the Traffic Light Control System for different Penetration Rates (2015) (1)
Hybrid Simulated Annealing for the Bi-objective Quadratic Assignment Problem (2017) (1)
A Causal Framework for Understanding Optimisation Algorithms (2020) (1)
Composing particle swarm optimization algorithms (2007) (1)
Special issue on "Matheuristics" (2016) (1)
Estimation-based metaheuristics for the single vehicle routing problem with stochastic demands and customers (2014) (1)
Sampling strategies and local search for stochastic combinatorial optimization (2007) (1)
Computational results for an automatically tuned CMA-ES with increasing population size on the CEC’05 benchmark set (2012) (1)
AntNet: An ACO Algorithm for Data Network Routing (2004) (1)
Special issue on "Stochastic Local Search: Recent developments and trends" (2019) (1)
COLOMBO Deliverable 7.6: Project Final Report (2016) (1)
On the sensitivity of reactive tabu search to its meta-parameters (2013) (1)
Very Large-Scale Neighborhood Search (2021) (1)
Automated algorithm configuration and design (2020) (1)
Automatic (Offline) Configuration of Algorithms (2015) (1)
On the design and analysis of SLS algorithms for multiobjective combinatorial optimization problems (2005) (1)
SLS Algorithms Engineering (2009) (1)
COLOMBO Deliverable 6.3: Exploitation Plan (2015) (1)
Chapter 8 Parameter Adaptation in Ant Colony Optimization (2011) (1)
Special issue on “Metaheuristics”: Call for papers (2018) (1)
A Computational Study of Neighborhood Operators for Job-Shop Scheduling Problems with Regular Objectives (2017) (1)
ANTS 2014 special issue: Editorial (2015) (1)
Preface to the Special Cluster on Stochastic Local Search: Recent Developments and Trends (2022) (1)
Archiver E ects on the Performance of State-of-the-art Multi- and Many-objective Evolutionary Algorithms (2019) (1)
Automatic Algorithm Configuration: Methods, Applications, and Perspectives (2016) (1)
Combining F-Race and mesh adaptive direct search for automatic algorithm configuration (2009) (1)
Proceedings of the 5th international conference on Ant Colony Optimization and Swarm Intelligence (2006) (1)
Developing New Concepts to Characterise Empirical Phenomena (1999) (1)
Local Search Engineering for Highly Constrained Hybrid Flow (2008) (1)
Guest editorial "Ant colony optimization : models and applications" (2002) (1)
A study of ant colony optimization algorithms for a biobjective permutation flowshop problem (2007) (1)
ANTS 2010 special issue (2011) (1)
ANTS 2012 special issue (2013) (1)
Markov Network (2010) (1)
SLS-DS 2007: Doctoral symposium on engineering stochastic local search algorithms (2007) (1)
ANTS 2008 - Call for Papers (2008) (0)
COLOMBO Deliverable 5.4: Performance of COLOMBO Solutions (2015) (0)
Configuring a Stigmergy-based Traffic Light Controller (2016) (0)
Agenda for Metaheuristic Standardization (2015) (0)
Three contributions to the PROMETHEE II method (2015) (0)
Sources of Information about the ACO Field (2004) (0)
ANTS 2012 special issue (2013) (0)
The hypervolume indicator as a performance metric in dynamic optimization (2018) (0)
Metaphor-based metaheuristics, a call for action: the elephant in the room (2021) (0)
Effect of transformations of numerical parameters in automatic algorithm configuration (2018) (0)
The intelligent water drops algorithm: why it cannot be considered a novel algorithm (2019) (0)
A critical analysis of parameter adaptation in ant colony optimization (2011) (0)
Single Solution Metaheuristics (2021) (0)
COLOMBO: Guideline for emission optimised traffic light control (2015) (0)
Speeding up local search for the insert neighborhood in the weighted tardiness permutation flowshop problem (2016) (0)
Learning and Intelligent Optimization, Third International Conference, LION 3, Trento, Italy, January 14-18, 2009. Selected Papers (2009) (0)
Revisiting Pareto-Optimal Multi- and Many-Objective Reference Fronts for Continuous Optimization (2021) (0)
Protein-Ligand Docking: The Energy Landscape View (2005) (0)
Swarmanoid, The Movie. Video proceedings of AAAI-2011 (2011) (0)
Morphosyntactic Disambiguation (2010) (0)
Proceedings of the Genetic and Evolutionary Computation Conference Companion (2019) (0)
Missing Values (2010) (0)
Advances on Stochastic Local Search Algorithms for the Genomic Median Problem (2008) (0)
Markovian Decision Rule (2010) (0)
Diving Heuristics (2021) (0)
Multistrategy Ensemble Learning (2010) (0)
Must-Link Constraint (2010) (0)
F-Races: A tool for the automatic configuration of stochastic local search algorithms (2006) (0)
Ant colony optimization on a limited budget of evaluations (2015) (0)
Special issue on “Matheuristics”: T. Stützle and V. Maniezzo (2016) (0)
Effective Stochastic Local Search Algorithms For Bi-Objective Permutation Flowshop Scheduling (2010) (0)
Modularity Detection (2010) (0)
Automated algorithm configuration and design (2022) (0)
Under the Hood of Reactive Local Search for the Maximum Clique Problem (2011) (0)
Proceedings of the IJCAI-01 Workshop on Stochastic Search Algorithms (2003) (0)
On the Occurence of Docking Funnels: Identification and Characterization (2004) (0)
On the empirical time complexity of finding optimal solutions vs proving optimality for Euclidean TSP instances (2014) (0)
ANTS 2012 special issue - Editorial (2013) (0)
Mean Absolute Deviation (2010) (0)
Stochastic local search for SAT: an empirical evaluation (2000) (0)
Mistake-Bounded Learning (2010) (0)
The Generalized Assignment Problem (2021) (0)
Estimation-based stochastic local search algorithms for the stochastic routing problems (2008) (0)
Ant colony optimization: models and applications [Guest editorial] (2002) (0)
Artificielle Analysis and Design of Stochastic Local Search Algorithms for the Multiobjective Traveling Salesman Problem (2008) (0)
Stochastic Search for Multiprocessor Scheduling (2003) (0)
Plots of the Empirical Attainment Function [R package eaf version 1.9-1] (2020) (0)
Hybrid Metaheuristics (2014) (0)
Discrete Optimization On the empirical scaling of run-time for finding optimal solutions to the travelling salesman problem (2016) (0)
Swarm Intelligence. Proceedings of the 7th International Conference, ANTS 2010 (2010) (0)
Multi-body interactions in molecular docking: treatment of water molecules and multiple ligands (2008) (0)
Maxent Models (2010) (0)
Automatic Design for Matheuristics (2021) (0)
Annals of Operations Research (2007) (0)
Most Similar Point (2010) (0)
Automated Design of Metaheuristic (2018) (0)
Automated algorithm configuration and design (2021) (0)
From Real to Artificial Ants: Second International Workshop on ant algorithms (2000) (0)
ANTS 2010 special issue - Editorial (2011) (0)
Empirical Analysis of Randomised Algorithms (2018) (0)
ACO Applied to Switch Engine Scheduling in a Railroad Yard (2006) (0)
Automated offline design of algorithms (2017) (0)
Continuous Global Optimization: Finding the Right Algorithm for a Problem (2005) (0)
Companion to Off-line vs . On-line tuning : MAX – MIN Ant System for the TSP (2010) (0)
COLOMBO Deliverable 3.2: Results of the Offline Configuration and Tuning of the Emergent Behavior (2015) (0)
The automatic off-line design of robot swarms: recent advances and perspectives (2021) (0)
Guest Editorial to the Special Issue on Ant Algorithms (2000) (0)
Most Specific Hypothesis (2010) (0)
BEHAVIOUR OF ITERATED LOCAL SEARCH FOR THE TRAVELLING SALESMAN PROBLEM (2002) (0)
On the empirical scaling of running time for finding optimal solutions to the TSP (2018) (0)
Tools for the Automatic Tuning of Parameterized Algorithms (2010) (0)
IAM 2016 Chairs' Welcome & Organization (2016) (0)
A Hybrid Algorithm for Bi-objective Flowshop Scheduling (2010) (0)
Automated offline design of algorithms (2018) (0)
Hybrid iterated constructive algorithms for scheduling locomotives in freight transport (2008) (0)
An experimental analysis of metaheuristics for course timetabling (2002) (0)
ANTS 2016 special issue: Editorial (2017) (0)
McDiarmid's Inequality (2010) (0)
Applications of estimation-based SLS algorithms to the stochastic routing problems (2008) (0)
Session details: Track 1: ant colony optimization and swarm intelligence (2009) (0)
Population-Based Metaheuristics (2021) (0)
When Ants Dock Molecules (2005) (0)
ANTS 2020 Special Issue: Editorial (2021) (0)
Effective Estimation-based Stochastic Local Search Algorithms for Stochastic Routing Problems (2010) (0)
Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms (2011) (0)
Session details: Track 1: ant colony optimization and swarm intelligence (2009) (0)
ANTS 2016 special issue: Editorial (2017) (0)
Markov Net (2010) (0)
Special issue on "Metaheuristics" (2017) (0)
Iterated Racing for Automatic Algorithm Configuration [R package irace version 3.4.1] (2020) (0)
Swarm Intelligence: 7th International Conference, ANTS 2010. Proceedings (2010) (0)
Automatic Configuration of Metaheuristics for Solving the Quadratic Three-Dimensional Assignment Problem Using Irace (2022) (0)
Corridor Method (2021) (0)
Automatic Algorithm Configuration: Analysis, Improvements and Applications (2017) (0)
Proceedings of the 9th Metaheuristic International Conference 2011 (2011) (0)
An Iterated Greedy Heuristic for Flowshop Problems with Sequence Dependent Setup Times (2005) (0)
ANTS 2014 special issue: Editorial (2015) (0)
Model Space (2010) (0)
ABC-X: a generalized, automatically configurable artificial bee colony framework (2017) (0)
Most General Hypothesis (2010) (0)
Multi-Armed Bandit (2010) (0)
Applying stochastic local search methods to timetabling: an engineering process (2005) (0)
Large Neighbourhoods in Graph Colouring Problems: An Empirical Analysis (2006) (0)

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