Michael T. M. Emmerich
Orcid: 0000-0002-7342-2090Affiliations:
- Leiden Institute of Advanced Computer Science, Netherlands
According to our database1,
Michael T. M. Emmerich
authored at least 200 papers
between 1998 and 2023.
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Bibliography
2023
A Systematic Approach to Identify Shipping Emissions Using Spatio-Temporally Resolved TROPOMI Data.
Remote. Sens., July, 2023
Nat. Comput., June, 2023
Int. J. Inf. Technol. Decis. Mak., March, 2023
On the Behavior of the Mixed-Integer SMS-EMOA on Box-Constrained Quadratic Bi-Objective Models.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
The Prism-Net Search Space Representation for Multi-objective Building Spatial Design.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
The Hypervolume Indicator Hessian Matrix: Analytical Expression, Computational Time Complexity, and Sparsity.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm Versus Column Generation Method.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2023
2022
Optimistic NAUTILUS navigator for multiobjective optimization with costly function evaluations.
J. Glob. Optim., 2022
Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications.
CoRR, 2022
Probability Distribution of Hypervolume Improvement in Bi-objective Bayesian Optimization.
CoRR, 2022
Efficient Stochastic Simulation of Network Topology Effects on the Peak Number of Infections in Epidemic Outbreaks.
CoRR, 2022
Simulation of the Effects of Targeted Immunization on the Peak Number of Infections in Complex Networks.
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop MoMLeT&DS 2022, 2022
2021
On the Effect of the Cooperation of Indicator-Based Multiobjective Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2021
Automatic preference based multi-objective evolutionary algorithm on vehicle fleet maintenance scheduling optimization.
Swarm Evol. Comput., 2021
Preface to the special issue dedicated to the 14th international workshop on global optimization held in Leiden, The Netherlands, September 18-21, 2018.
J. Glob. Optim., 2021
DrugEx v2: de novo design of drug molecules by Pareto-based multi-objective reinforcement learning in polypharmacology.
J. Cheminformatics, 2021
Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization.
Comput. Oper. Res., 2021
Proceedings of the Modern Machine Learning Technologies and Data Science Workshop. Proc. 3rd International Workshop (MoMLeT&DS 2021). Volume I: Main Conference, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
Proceedings of the High-Performance Simulation-Based Optimization, 2020
IEEE Trans. Cybern., 2020
Multiple Node Immunisation for Preventing Epidemics on Networks by Exact Multiobjective Optimisation of Cost and Shield-Value.
CoRR, 2020
CoRR, 2020
A Novel Column Generation Heuristic for Airline Crew Pairing Optimization with Large-scale Complex Flight Networks.
CoRR, 2020
CoRR, 2020
On Initializing Airline Crew Pairing Optimization for Large-scale Complex Flight Networks.
CoRR, 2020
CoRR, 2020
AirCROP: Airline Crew Pairing Optimizer for Complex Flight Networks Involving Multiple Crew Bases & Billion-Plus Variables.
CoRR, 2020
Appl. Intell., 2020
Proceedings of the 22nd International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Edge-Rotated Cone Orders in Multi-objective Evolutionary Algorithms for Improved Convergence and Preference Articulation.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020
Forecasting Temperatures of a Synchronous Motor with Permanent Magnets Using Machine Learning.
Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, 2020
Trees' Condition Data Analysis Based on Drone Monitoring and Machine Learning Technology.
Proceedings of the 2nd International Workshop on Modern Machine Learning Technologies and Data Science (MoMLeT+DS 2020). Volume I: Main Conference, 2020
Improving NSGA-III for flexible job shop scheduling using automatic configuration, smart initialization and local search.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Multi-Objective Bayesian Global Optimization using expected hypervolume improvement gradient.
Swarm Evol. Comput., 2019
Efficient computation of expected hypervolume improvement using box decomposition algorithms.
J. Glob. Optim., 2019
J. Cheminformatics, 2019
Expert Syst. Appl., 2019
Evol. Comput., 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
A multi-point mechanism of expected hypervolume improvement for parallel multi-objective bayesian global optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
A tabu search-based memetic algorithm for the multi-objective flexible job shop scheduling problem.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
Development of Information System for Textual Content Categorizing Based on Ontology.
Proceedings of the 3rd International Conference on Computational Linguistics and Intelligent Systems (COLINS-2019). Volume I: Main Conference, 2019
Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2019
Vehicle Fleet Maintenance Scheduling Optimization by Multi-objective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
On the Cooperation of Multiple Indicator-based Multi-Objective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Swarm Evol. Comput., 2018
Nat. Comput., 2018
Decis. Support Syst., 2018
Appl. Soft Comput., 2018
Toolbox for super-structured and super-structure free multi-disciplinary building spatial design optimisation.
Adv. Eng. Informatics, 2018
Preference-Based Evolutionary Many-Objective Optimization for Agile Satellite Mission Planning.
IEEE Access, 2018
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
Integrating region preferences in multiobjective evolutionary algorithms based on decomposition.
Proceedings of the Tenth International Conference on Advanced Computational Intelligence, 2018
Multi-objective aerodynamic design with user preference using truncated expected hypervolume improvement.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Preference-based evolutionary algorithms for many-objective mission planning of agile earth observation satellites.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Method for Determining Linguometric Coefficient Dynamics of Ukrainian Text Content Authorship.
Proceedings of the Advances in Intelligent Systems and Computing III, 2018
Proceedings of the Advances in Intelligent Systems and Computing III, 2018
Proceedings of the 10th International Conference on Communication Systems & Networks, 2018
Proceedings of the 2nd International Conference on Computational Linguistics and Intelligent Systems, 2018
Proceedings of the 2nd International Conference on Computational Linguistics and Intelligent Systems, 2018
Cooling Strategies for the Moment-Generating Function in Bayesian Global Optimization.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Proceedings of the Artificial Intelligence - 30th Benelux Conference, 2018
2017
Corrigendum to 'Multiobjective optimization of classifiers by means of 3D convex-hull-based evolutionary algorithms' [Information Sciences volumes 367-368 (2016) 80-104].
Inf. Sci., 2017
Corrigendum to "A spam filtering multi-objective optimization study covering parsimony maximization and three-way classification" [Applied Soft Computing Volume 48 (2016) 111-123].
Appl. Soft Comput., 2017
Self-adjusting parameter control for surrogate-assisted constrained optimization under limited budgets.
Appl. Soft Comput., 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
A new acquisition function for Bayesian optimization based on the moment-generating function.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Indicator-Based Evolutionary Level Set Approximation: Mixed Mutation Strategy and Extended Analysis.
Proceedings of the Natural and Artificial Computation for Biomedicine and Neuroscience, 2017
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Computing 3-D Expected Hypervolume Improvement and Related Integrals in Asymptotically Optimal Time.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Building and Using an Ontology of Preference-Based Multiobjective Evolutionary Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017
Proceedings of the 33rd International Symposium on Computational Geometry, 2017
Proceedings of the 4th International Conference on Control, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Preference incorporation to solve multi-objective mission planning of agile earth observation satellites.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
Configuring advanced evolutionary algorithms for multicriteria building spatial design optimisation.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
Multiobjective optimization of classifiers by means of 3D convex-hull-based evolutionary algorithms.
Inf. Sci., 2016
Multi-objective inventory routing with uncertain demand using population-based metaheuristics.
Integr. Comput. Aided Eng., 2016
A spam filtering multi-objective optimization study covering parsimony maximization and three-way classification.
Appl. Soft Comput., 2016
Modularities maximization in multiplex network analysis using Many-Objective Optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the 12th International Conference on Natural Computation, 2016
Preference-based multiobjective optimization using truncated expected hypervolume improvement.
Proceedings of the 12th International Conference on Natural Computation, 2016
Selection of a DFO Method for the Efficient Solution of Continuous Constrained Sub-Problems within a Memetic Algorithm for Chemical Process Synthesis.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the Advances in Stochastic and Deterministic Global Optimization., 2016
2015
Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance.
IEEE Trans. Evol. Comput., 2015
Solving the G-problems in less than 500 iterations: Improved efficient constrained optimization by surrogate modeling and adaptive parameter control.
CoRR, 2015
Appl. Soft Comput., 2015
On Steering Dominated Points in Hypervolume Indicator Gradient Ascent for Bi-Objective Optimization.
Proceedings of the NEO 2015, 2015
Proceedings of the Bioinspired Computation in Artificial Systems, 2015
Proceedings of the Advances in Intelligent Data Analysis XIV, 2015
On using Markov Decision Processes to Model Integration Solutions for Disparate Resources in Software Ecosystems.
Proceedings of the ICEIS 2015, 2015
On Gradient-Based and Swarm-Based Algorithms for Set-Oriented Bicriteria Optimization.
Proceedings of the EVOLVE, 2015
Parameter Identification of Stochastic Gene Regulation Models by Indicator-Based Evolutionary Level Set Approximation.
Proceedings of the EVOLVE, 2015
Community Detection in NK Landscapes - An Empirical Study of Complexity Transitions in Interactive Networks.
Proceedings of the EVOLVE, 2015
Quadcriteria Optimization of Binary Classifiers: Error Rates, Coverage, and Complexity.
Proceedings of the EVOLVE, 2015
Proceedings of the EVOLVE, 2015
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015
Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015
An EAI Based Integration Solution for Science and Research Outcomes Information Management.
Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015
Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Expected hypervolume improvement algorithm for PID controller tuning and the multiobjective dynamical control of a biogas plant.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Ant based solver for dynamic vehicle routing problem with time windows and multiple priorities.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Optimizing Highly Constrained Truck Loadings Using a Self-Adaptive Genetic Algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm.
CoRR, 2014
Proceedings of the Symposium on Applied Computing, 2014
A Portfolio Optimization Approach to Selection in Multiobjective Evolutionary Algorithms.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014
2013
Proceedings of the EVOLVE, 2013
CoRR, 2013
Proceedings of the Natural and Artificial Computation in Engineering and Medical Applications, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
A Case Study on Multi-Criteria Optimization of an Event Detection Software under Limited Budgets.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
Cone-Based Hypervolume Indicators: Construction, Properties, and Efficient Computation.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013
2012
J. Chem. Inf. Model., 2012
Proceedings of the Search Based Software Engineering - 4th International Symposium, 2012
Using Multiobjective Optimization and Energy Minimization to Design an Isoform-Selective Ligand of the 14-3-3 Protein.
Proceedings of the Leveraging Applications of Formal Methods, Verification and Validation. Applications and Case Studies, 2012
Proceedings of the EVOLVE, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the 24th Canadian Conference on Computational Geometry, 2012
2011
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
Computing Hypervolume Contributions in Low Dimensions: Asymptotically Optimal Algorithm and Complexity Results.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011
An evolutionary multiobjective optimization approach to component-based software architecture design.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Hypervolume-based expected improvement: Monotonicity properties and exact computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
J. Cheminformatics, 2010
Evol. Comput., 2010
A robust multi-objective resource allocation scheme incorporating uncertainty and service differentiation.
Concurr. Comput. Pract. Exp., 2010
A novel chemogenomics analysis of G protein-coupled receptors (GPCRs) and their ligands: a potential strategy for receptor de-orphanization.
BMC Bioinform., 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Proceedings of the Parallel Problem Solving from Nature, 2010
Getting lost or getting trapped: on the effect of moves toincomparable points in multiobjective hillclimbing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
A robust optimization approach using Kriging metamodels for robustness approximation in the CMA-ES.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Stat. Anal. Data Min., 2009
Proceedings of the Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira.s Scientific Legacy, 2009
On the limitations of adaptive resampling in using the student's t-test evolution strategies.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Enhancing search space diversity in multi-objective evolutionary drug molecule design using niching.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009
Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design.
Proceedings of the Evolutionary Multi-Criterion Optimization, 5th International Conference, 2009
2008
IEEE Comput. Intell. Mag., 2008
Engineered versus standard evolutionary algorithms: A case study in batch scheduling with recourse.
Comput. Chem. Eng., 2008
Evolutionäre Algorithmen zur Echtzeitoptimierung von Produktionsplänen für Chargenprozesse (Evolutionary Algorithms for the Online Optimization of Batch Production Schedules).
Autom., 2008
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the 6th International Workshop on Middleware for Grid Computing (MGC 2008), 2008
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008
Optimizing Computed Tomographic Angiography Image Segmentation Using Fitness Based Partitioning.
Proceedings of the Applications of Evolutionary Computing, 2008
Metamodel-assisted mixed integer evolution strategies and their application to intravascular ultrasound image analysis.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Eur. J. Oper. Res., 2007
Gradient-Based/Evolutionary Relay Hybrid for Computing Pareto Front Approximations Maximizing the S-Metric.
Proceedings of the Hybrid Metaheuristics, 4th International Workshop, 2007
Towards Dynamic Fitness Based Partitioning for IntraVascular UltraSound Image Analysis.
Proceedings of the Applications of Evolutinary Computing, 2007
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
The application of evolutionary multi-criteria optimization to dynamic molecular alignment.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Single- and multiobjective evolutionary optimization assisted by Gaussian random field metamodels.
IEEE Trans. Evol. Comput., 2006
Proceedings of the Parallel Problem Solving from Nature, 2006
Mixed-integer optimization of coronary vessel image analysis using evolution strategies.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Mixed-Integer Evolution Strategies and Their Application to Intravascular Ultrasound Image Analysis.
Proceedings of the Applications of Evolutionary Computing, 2006
Proceedings of the Applications of Evolutionary Computing, 2006
2005
Single- and multi-objective evolutionary design optimization assisted by gaussian random field metamodels
PhD thesis, 2005
Counteracting genetic drift and disruptive recombination in (µ<sub>, </sub><sup>+</sup>lambda)-EA on multimodal fitness landscapes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005
Multi-objective optimisation using S-metric selection: application to three-dimensional solution spaces.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
On the Extinction of Evolutionary Algorithm Subpopulations on Multimodal Landscapes.
Informatica (Slovenia), 2004
2002
Proceedings of the Parallel Problem Solving from Nature, 2002
2001
Design of Graph-Based Evolutionary Algorithms: A Case Study for Chemical Process Networks.
Evol. Comput., 2001
1998
Proceedings of the 7th Workshop on Enabling Technologies (WETICE '98), 1998