Leidse hoogleraren vanaf 1575

T.H.W. Bäck (Thomas)

Geboren
1963-03-16 te Freibourg, Duitsland
Geslacht
Man

Promotie (1994)

Type examen
Promotie
Datum
1994-02-21
Plaats
Dortmund
Proefschrift
Evolutionary algorithms in theory and practice

Aanstelling (2002)

Faculteit
Wiskunde en Natuurwetenschappen
Vakgebied
Informatica
Leeropdracht
Informatica
Datum benoeming
2002

Publicaties

Wetenschappelijk
  • Zhao J., Basto Fernandes V., Jiao L., Yevseyeva I., Asep Maulana A., Li R., Bäck T.H.W., Tang T. & Michael T. M.Emmerich (2016), Multiobjective optimization of classifiers by means of 3D convex-hull-based evolutionary algorithms, Information Sciences 367-368: 80–104.
  • Yang Z., Michael T. M.Emmerich, Bäck T.H.W. & Kok J.N. (2016), Multi-objective inventory routing with uncertain demand using population-based metaheuristics, Integrated Computer-Aided Engineering 23(3): 205-220.
  • Yang Z., Osta J.P. van, Veen B. van, Krevelen R. van, Stam A., Kok J.N., Bäck T.H.W. & Michael T. M.Emmerich (2016), Dynamic vehicle routing with time windows in theory and practice, Natural computing 2016: 1-16.
  • Stein B. van, Wang H., Kowalczyk W., Bäck T. & Emmerich M. (2015), Optimally Weighted Cluster Kriging for Big Data Regression. In: Elisa Fromont, Tijl De Bie, Matthijs van Leeuwen (red.) Advances in Intelligent Data Analysis XIV. nr. 9385. Switzerland: Springer International Publishing. 310-321.
  • Urselmann M., Engell S., Foussette C., Bäck T., Janus T., Tlatlik S., Gottschalk A & Emmerich M (2015), Designoptimierung thermischer Trennverfahren mit memetischen Algorithmen und Aspen Plus Prozessmodellen, Chemie Ingenieur Technik 87(8): 1060.
  • Koch P., Wagner T., Emmerich M.T.M., Bäck T.H.W. & Konen W. (2015), Efficient multi-criteria optimization on noisy machine learning problems., Applied Soft Computing 29: 357-370.
  • Yang K., Gaida D., Bäck T.H.W. & Emmerich M.T.M. (2015), Expected hypervolume improvement algorithm for PID controller tuning and the multiobjective dynamical control of a biogas plant. In: Proceedings CEC 2015.. 1934-1942.
  • Wang P., Emmerich M., Li R., Tang K., Bäck T. & Yao X. (2015), Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance, IEEE Transactions on Evolutionary Computation 19(2): 188-200.
  • Heiningen P. van, Reehuis E.J.J. & Bäck T.H.W. (2015), Comparing a Weiszfeld's-based Procedure and (1+1)-ES for Solving the Planar Single-Facility Location-Routing Problem. In: Proceedings IEEE Symposium Series on Computational Intelligence..
  • Maulana A., Jiang Z., Liu J., Bäck T. & Emmerich M. (2015), Reducing Complexity in Many Objective Optimization Using Community Detection. In: Proceedings CEC 2015.. 3140-3147.
  • Asep Maulana A., Jiang Z., Liu J., Bäck T.H.W. & Emmerich M.T.M. (2015), Reducing complexity in many objective optimization using community detection. In: Proceedings CEC 2015.. 3140-3147.
  • Wang P., Emmerich M.T.M., Li R., Tang K., Bäck T.H.W. & Yao X. (2015), Convex Hull-Based Multiobjective Genetic Programming for Maximizing Receiver Operating Characteristic Performance, IEEE Transactions on Evolutionary Computation 19(2): 188-200.
  • Yang Z., Emmerich M.T.M., Bäck T.H.W. & Kok J.N. (2015), Multicriteria Inventory Routing by Cooperative Swarms and Evolutionary Algorithms. In: Proceedings IWINAC 2015.. 127-137.
  • Mayrhofer R. & Bäck T.H.W. (2015), Corrosion Test Improvement by Climate Modeling. In: Proceedings European Corrosion Congress (EUROCORR 2015)..
  • Koch, P., Wagner, T., Emmerich M. T. M., Bäck, T., Konen & W (2015), Efficient multi-criteria optimization on noisy machine learning problems, Applied Soft Computing 29: 357-370.
  • Yang Z., Emmerich M., Bäck T. & Kok J. (2015), Multicriteria Inventory Routing by Cooperative Swarms and Evolutionary Algorithms.
  • Rijn S. van, Emmerich M.T.M., Reehuis E. & Bäck T.H.W. (2015), Optimizing Highly Constrained Truck Loadings Using a Self-Adaptive Genetic Algorithm. In: Proceedings CEC 2015.. 227-234.
  • Urselmann M., Engell S., Foussette C., Bäck T.H.W., Janus T., Tlatlik S., Gottschalk A. & Emmerich M.T.M. (2015), Designoptimierung thermischer Trennverfahren mit memetischen Algoritmen und AspenPlus Prozessmodellen, Chemie Ingenieur Technik 87(8): 1060.
  • Bagheri S., Konen W., Foussette C., Krause P., Bäck T.H.W. & Koch P. (2015), SACOBRA: Self-Adjusting Constrained Black-Box Optimization with RBF. In: Proceedings 25th Workshop Computational Intelligence. nr. 54. Karlsruhe, Germany: KIT Scientific Publishing. 87-96.
  • Yang K., Gaida D., Bäck T. & Emmerich M. (2015), Expected hypervolume improvement algorithm for PID controller tuning and the multiobjective dynamical control of a biogas plant. Sendai, Japan: IEEE. 1934-1942.
  • Urselmann M., Foussette C., Janus T., Tlatlik S., Gottschalk A., Emmerich M.T.M. & Bäck T.H.W. (2015), Derivative-Free Design Optimization of Chemical Processes by a Memetic Algorithm. In: Proceedings UK Workshop on Computational Intelligence..
  • Yang Z., Emmerich M.T.M. & Bäck T.H.W. (2015), Ant based solver for dynamic vehicle routing problem with time windows and multiple priorities. In: Proceedings CEC 2015.. 2813-2819.
  • Yang Z., Emmerich M., Bäck & T. (2015), Ant based solver for dynamic vehicle routing problem with time windows and multiple priorities. In: Proceedings CEC 2015.. 2813-2819.
  • Koch P., Bagheri S., Konen W., Foussette C., Krause P. & Bäck T.H.W. (2015), A New Repair Method For Constrained Optimization. In: Proceedings GECCO 2015.. 273-280.
  • Leuven J., Emmerich M.T.M., Reehuis E. & Bäck T.H.W. (2015), User-derived mutation in highly constrained Truck Loading Optimization. In: Proceedings CEC 2015.. 235-242.
  • Wang H., Bäck T.H.W. & Emmerich M.T.M. (2015), Multi-point efficient global optimization using Niching Evolution Strategy. In: Proceedings EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation VI.: Springer.
  • Zhang X., Wu J., Duan C., Emmerich M.T.M. & Bäck T.H.W. (2015), Towards robustness optimization of complex networks based on redundancy backup. In: Proceedings CEC 2015.. 2820-2826.
  • Bäck T.H.W., Foussette C. & Krause P. (2015), Automatic Metamodeling of CAE Simulation Models, ATZ Worldwide 117(5): 36-41.
  • Leuven J., Emmerich M., Reehuis E. & Bäck T. (2015), User-derived mutation in highly constrained Truck Loading Optimization. In: Proceedings CEC 2015.. Sendai, Japan: IEEE. 235-242.
  • Bäck T.H.W. (2014), Introduction to evolution strategies. In: Proceedings 2014 Conference on Genetic and Evolutionary Computation (Companion): ACM. 251-280.
  • Yang K., Emmerich M.T.M., Li R., Wang J. & Bäck T.H.W. (2014), Power Distribution Network Reconfiguration by Evolutionary Integer Programming. In: Proceedings Parallel Problem Solving from Nature (PPSN XIII) nr. LNCS 8672: Springer International Publishing. 11-23.
  • Gheorge M., Snoeck M., Emmerich M.T.M., Bäck T.H.W., Goeman J. & Raz V. (2014), Major aging-associated RNA expressions change at two distinct age-positions, BMC Genomics 15(February): paper 132.
  • Swenne M. & Bäck T.H.W. (2014), Optimizing Pedestrian Environments with Evolutionary Strategies. In: Pedestrian and Evacuation Dynamics 2012: Springer. 1331-1340.
  • Wang P., Emmerich M.T.M., Li R., Tang K. & Bäck T.H.W. (2014), Convex Hull-Based Multi-objective Genetic Programming for Maximizing Receiver Operating Characteristic Performance, IEEE Transactions on Evolutionary Computation(99).
  • Wang H., Emmerich M.T.M. & Bäck T.H.W. (2014), Mirrored orthogonal sampling with pairwise selection in evolution strategies. In: Proceedings 29th Annual ACM Symposium on Applied Computing: ACM. 154-156.
  • Koch P., Bagheri S., Foussette C., Krause P., Bäck T.H.W. & Konen W. (2014), Constrained Optimization with a Limited Number of Function Evaluations. In: Proceedings 24th Workshop Computational Intelligence. 237-256.
  • Zhao J. Fernandes V.B., Licheng J., Yevseyeva I., Asep Maulana A., Li R., Bäck T.H.W. & Emmerich M.T.M. (2014), Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm (description of form). LIACS, Leiden University).
  • Stettina C.J., Zhou Zhao, Bäck T.H.W. & Katzy B.R. (2013), Academic Education of Software Engineering Practices: Towards Planning and Improving Capstone Courses Based upon Intensive Coaching and Team Routines. In: Proceedings 26th Conference on Software Engineering Education & Training: IEEE Computer Society. 169-178.
  • Reehuis E.J.J., Olhofer M., Emmerich M.T.M., Sendhoff B. & Bäck T.H.W. (2013), Novelty and Interestingness Measures for Design-space Exploration. In: Proceedings 15th Annual Conference on Genetic and Evolutionary Computation - GECCO'13: ACM Press. 1541-1548.
  • Wang P., Emmerich M.T.M., Li R., Tang K., Xin Y. & Bäck T.H.W. (2013), Convex Hull-Based Multi-objective for Genetic Programming for Maximizing ROC Performance.
  • Reehuis E.J.J., Olhofer M., Sendhoff B. & Bäck T.H.W. (2013), Learning-Guided Exploration in Airfoil Optimization. In: Proceedings 14th International Conference on Intelligent Data Engineering and Automated Learning - IDEAL'13 nr. Lecture Notes in Computer Science: Springer-Verlag. 506-513.
  • Li R., Emmerich M.T.M., Eggermont J., Bäck T.H.W., Schützand M., Dijkstra J. & Reiber J.H.C. (2013), Mixed Integer Evolution Strategies for Parameter Optimization, Evolutionary Computation 21(1): 29-64.
  • Bäck T.H.W., Foussette C. & Krause P. (2013), Contemporary Evolution Strategies Natural Computing Series: Springer-Verlag.
  • Veen B.D.V., Emmerich M.T.M., Yang Z., Bäck T.H.W. & Kok J.N. (2013), Ant Colony Algorithms for the Dynamic Vehicle Routing Problem with Time Windows. In: Vicente JMF, Sánchez JRÁ, Paz López F, Toledo-Moreo FJ (Red.) Natural and Artificial Computation in Engineering and Medical Applications - 5th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2013, Mallorca, Spain, June 10-14, 2013. Proceedings, Part II nr. 7931: Springer. 1-10.
  • Gaida D., Wolf C., Meyer A., Stuhlsatz J., Lippel J., Bäck T.H.W., Bongards M. & McLoone S. (2012), State Estimation for Anaerobic Digesters Using the ADM 1, Water Science & Technology 66(5): 1088-1095.
  • Swenne M. & Bäck T.H.W. (2012), Optimizing Pedestrian Environments with Evolutionary Strategies [poster]. In: Proceedings Sixth International Conference on Pedestrian and Evacuation Dynamics. 47-47.
  • Wink S., Bäck T.H.W. & Emmerich M.T.M. (2012), A Meta-Genetic Algorithm for Solving the Capacitated Vehicle Routing Problem. In: IEEE Congress on Evolutionary Computation 2012. 1-8.
  • Gaida D., Wolf C., Bäck T.H.W. & Bongards M. (2012), Nonlinear Model Predictive Substrate Feed Control of Biogas Plants. In: 20th Mediterranian Conference on Control & Automation. 652-657.
  • Groot Jelle de, Nugroho A., Bäck T.H.W. & Visser Joost (2012), What Is the Value of Your Software?. In: Proceedings Third International Workshop on Managing Technical Debt (MTD 2012).
  • Li Rui, Emmerich M.T.M., Eggermont J., Bäck T.H.W., Schütz M., Dijkstra J. & Reiber J.H.C. (2012), Mixed Integer Evolution Strategies for Parameter Optimization, Evolutionary Computation: 1-38.
  • Kruisselbrink J.W., Emmerich M.T.M., Deutz A.H. & Bäck T.H.W. (2011), Exploiting Overlap When Searching for Robust Optima. In: Parallel Problem Solving from Nature (PPSN XI) Lecture Notes in Computer Science: Springer. 63-72.
  • Kruisselbrink J.W., Reehuis E., Deutz A.H., Bäck T.H.W. & Emmerich M.T.M. (2011), Using the uncertainty handling CMA-ES for finding robust optima. In: Proceedings of the 13th annual conference on Genetic and evolutionary computation: ACM. 877-884.
  • Li Rui, Emmerich M.T.M., Eggermont J., Bäck T.H.W., Dijkstra J., Reiber H. & Schuetz M. (2011), Mixed Integer Evolution Strategies for Parameter Optimization, Evolutionary Computation Journal.
  • Reehuis E., Kruisselbrink J.W., Olhofer M., Graenig L., Sendhoff B. & Bäck T.H.W. (2011), Model-guided Evolution Strategies for Dynamically Balancing Exploration and Exploitation. In: Proceedings of the 10th International Conference on Artificial Evolution, EA 2011. 306-317.
  • Gaida D., Sousa Brito A.L., Wolf C., Bäck T.H.W., Bongards M. & McLoone S. (2011), Optimal Control of biogas Plants Using Nonlinear MPC. In: IET Irish Signals and Systems Conference (ISSC 2011). 219-224.
  • Kruisselbrink J.W., Emmerich M.T.M. & Bäck T.H.W. (2011), An Archive Maintenance Scheme for Finding Robust Solutions. In: Parallel Problem Solving from Nature (PPSN XI) Lecture Notes in Computer Science: Springer. 214-223.
  • Reehuis E., Kruisselbrink J.W., Deutz A.H., Bäck T.H.W. & Emmerich M.T.M. (2011), Multiobjective optimization of water distribution networks using SMS-EMOA. In: Proceedings Evolutionary and Deterministic Methods for Design, Optimization and Control: CIMNE. 269-279.
  • Gaida D., Wolf C., Meyer C., Stuhlsatz A., Lippel J., Bäck T.H.W., Bongards M. & McLoone S. (2011), State Estimation for Anaerobic Digesters using the ADM1. In: Prceedings International IWA Symposium on Anaerobic Digestion of Solid Waste and Energy Crops.
  • Kruisselbrink J.W., Li Rui, Reehuis E., Eggermont J. & Bäck T.H.W. (2011), On the Log-Normal Self-Adaptation of the Mutation Rate in Binary Search Spaces. In: Proceedings of the 13th Annual Conference on Genetic and Evolutionary Computation, GECCO'11: ACM. 893-900.
  • Bäck T.H.W. (2011), Evolution strategies: basic introduction. In: Proceedings 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011: ACM. 875-898.
  • Rouzee A., Ghafur O., Vidma K., Gijsbertsen A., Shir O.M., Bäck T.H.W., Meijer A., Zande W.J. van der, Parker D. & Vrakking M.J.J. (2011), Evolutionary Optimization of Rotational Population Transfer, Physical Review A 84.033415.
  • Bäck T.H.W., Kessler L. & Heinle I. (2011), Evolutionary strategies for identification and validation of material model parameters for forming simulations. In: Proceedings 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011: ACM. 1779-1786.
  • Bäck T.H.W., Engels C., Gaul A.J. & Spitzer H. (2010), Optimales Asset Management, Energiewirtschaftliche Tagesfragen 1/2: 78-81.
  • Klinkenberg J.W., Emmerich M.T.M., Deutz A.H., Shir O.M. & Bäck T.H.W. (2010), A Reduced-Cost SMS-EMOA Using Kriging, Self-Adaptation, and Parallelization. In: Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems: Springer-Verlag.
  • Kruisselbrink J.W., Emmerich M.T.M., Deutz A.H. & Bäck T.H.W. (2010), A Robust Optimization Approach using Kriging Metamodels for Robustness Approximation in the CMA-ES. In: IEEE Congress on Evolutionary Computation (CEC 2010): IEEE. 1-8.
  • Bäck T.H.W., Knowles J. & Shir O.M. (2010), Experimental optimization by evolutionary algorithms. In: GECCO (Companion). 2897-2916.
  • Kruisselbrink J.W., Emmerich M.T.M. & Bäck T.H.W. (2010), An Archive Maintenace Scheme for Finding Robust Solutions. In: Parallel Problem Solving from Nature (PPSN XI) Lecture notes in Computer Science: Springer. 214-223.
  • Datema F.R., Moya A., Krause P., Bäck T.H.W., Willmes L., Baatenburg De Jong R.J. & Blom H.M. (2010), Random Survivial Forests and Cox Proportional Hazard Regression in Head and Neck Cancer Survivial Analysis, Head & Neck.
  • Kruisselbrink J.W., Emmerich M.T.M. & Bäck T.H.W. (2010), An Archive Based Method for Applying Evolutionary Algorithms to Find Robust Optima: Universiteit Leiden.
  • Shir O.M., Emmerich M.T.M. & Bäck T.H.W. (2010), Adaptive niche radii and niche shapes approaches for niching with the cma-es, Evolutionary Computation 18(1): 97-126.
  • Meinhardt J., Lipp A., Heinle I. & Bäck T.H.W. (2010), Identification and Validation of Material Descriptions.. In: Bauteile der Zukunft: Methoden und Prozesse: Europäische Forschungsgesellschaft für Blechverarbeitung e.V.. 431-445.
  • Reehuis E. & Bäck T.H.W. (2010), Mixed-integer evolution strategy using multiobjective selection applied to warehouse design optimization. In: Proceedings Genetic and Evolutionary Computation Conference, GECCO 2010. 1187-1194.
  • Shir O.M. & Bäck T.H.W. (2009), Niching with Derandomized Evolution Strategies in Artificial and Real-World Landscapes, Natural computing 8(1): 171-196.
  • Kruisselbrink J.W., Aleman A., Emmerich M.T.M., IJzerman A.P., Bender A., Bäck T.H.W. & Horst E. van der (2009), Enhancing search space diversity in multi-objective evolutionary drug molecule design using niching. In: Proceedings of the 11th Annual conference on Genetic and Evolutionary Computation (GECCO). New York: ACM. 217-224.
  • Emmerich M.T.M., Li B.V.Y., Bender Andreas, Faddiev E., Kruisselbrink J.W., Deutz A.H., Horst Eelke van der, IJzerman Adriaan P. & Bäck T.H.W. (2009), Analyzing Molecular Landscapes using Random walks and Information Theory [poster], Chemistry Central Journal 3(Suppl. 1).
  • Kruisselbrink J.W., Emmerich M.T.M., Bäck T.H.W., Bender A., IJzerman A.P. & Horst E. van der (2009), Combining aggegration with pareto optimization: A case study in evolutionary molecular design. In: Evolutionary Multi-Criterion Optimization, 5th International Conference, EMO 2009 Lecture notes in Computer Science: Springer. 453-467.
  • Kruisselbrink J.W., Emmerich M.T.M. & Bäck T.H.W. (2009), On the limitations of adaptive resampling in using the student's t-test evolution strategies. In: Proceedings of the 11th Annual conference on Genetic and Evolutionary Computation (GECCO). New York: ACM. 2649-2656.
  • Kruisselbrink J.W., Emmerich Michael, Bäck T.H.W., Bender Andreas, IJzerman Ad P. & van der Horst Eelke (2009), Combining Aggregation with Pareto Optimization: A Case Study in Evolutionary Molecular Design. In: Evolutionary Multi-Criterion Optimization.: Springer Berlin / Heidelberg. 453-467.
  • Chen J, Emmerich M.T.M., Li R., Kok J.N. & Bäck T.H.W. (2009), How to Do Recombination in Evolution Strategies: An Empirical Study. In: Third International Work conference on the Interplay between Natural and Artificial Computation Lecture notes in Computer Science. 223-232.
  • Li R., Emmerich M.T.M., Eggermont J., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J & Reiber H. (2009), Optimizing a medical image analysis system using mixed-integer evolution strategies. In: S. Cagnoni et al (Red.) Evolutionary Image Analysis and Signal Processing: Springer.
  • Emmerich M.T.M., Li B.V.Y., Bender A., Faddiev E., Kruisselbrink J.W., Deutz A.H., Horst E. van der, IJzerman A.P. & Bäck T.H.W. (2008), Analysing Molecular Landscapes Using Random Walks and Information Theory. In: German Conference on Chemoinformatics.. Goslar. 73.
  • Emmerich M.T.M., Kruisselbrink J.W., Horst E. van der, IJzerman A.P., Bender A. & Bäck T.H.W. (2008), Combined Interactive and Automated Adaptive Search for Molecular Design. In: Proceedings of Adaptive Computing in Design and Manufacture 2008: IPCC.
  • Klinkenberg W., Emmerich M.T.M., Deutz A.H., Shir O.M. & Bäck T.H.W. (2008), A Reduced-Cost SMS-EMOA using Kriging, Self-Adaptation, and Parallelization. In: M. Ehrgott et al (Red.) Conference on Multicriteria Decision Making 2008.
  • Goes V. van der, Shir O.M. & Bäck T.H.W. (2008), Niche Radius Adaptation with Asymmetric Sharing. In: PPSN Lecture notes in Computer Science. Dortmund: Springer. 195-204.
  • Eggermont J., Li R., Bovenkamp E.G.P., Marquering H.A., Emmerich M.T.M., Lugt A. van der, Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2008), Optimizing Computed Tomographic Angiography Image Segmentation Using Fitness Based Partitioning. In: Applications of Evolutionary Computing. Heidelberg: Springer Berlin / Heidelberg. 275-284.
  • Shir O.M., Roslund J., Bäck T.H.W. & Rabitz H. (2008), Performance Analysis of Derandomized Evolution Strategies in Quantum Control Experiments. In: Proceedings of GECCO 2008, Atlanta, Georgia: ACM Press.
  • Li R., Eggermont J., Shir O.M., Emmerich M.T.M., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2008), Mixed-Integer Evolution Strategies with Dynamic Niching. In: Günter Rudolph, Thomas Jansen, Simon M. Lucas, Carlo Poloni, Nicola Beume (Red.) PPSN Lecture notes in Computer Science: Springer. 246-255.
  • Kazius J., Wurdinger K., Iterson M. van, Kok J.N., Bäck T.H.W. & IJzerman A.P. (2008), GPCR NaVa database: Natural variants in human G protein-coupled receptors, Human Mutation 29(1): 39-44.
  • Shir O.M., Beltrani V., Bäck T.H.W., Rabitz H. & Vrakking M.J.J. (2008), On the diversity of multiple optimal controls for quantum systems, Journal of Physics B : Atomic Molecular and Optical Physics 41(7).
  • Kruisselbrink J.W., Bäck T.H.W., IJzerman A.P. & Horst E. van der (2008), Evolutionary Algorithms for Automated Drug Design Towards Target Molecule Properties. In: Proceedings of GECCO 2008. Atlanta: ACM Press.
  • Shir O.M., Bäck T.H.W., Rabitz H. & Vrakking M.J.J. (2008), On the Evolution of Laser Pulses Under a Dynamic Quantum Control Environment. In: Proceedings of IEEE-CEC 2008. Hong Kong: IEEE Press.
  • Li R., Emmerich M.T.M., Eggermont J., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2008), Metamodel-Assisted Mixed Integer Evolution Strategies and their Application to Intravascular Ultrasound Image Analysis. In: Proceedings of IEEE CEC. Hong Kong. 2764-2771.
  • Shir O.M., Emmerich M.T.M. & Bäck T.H.W. (2007), Self-Adaptive Niching CMA-ES with Mahalanobis Metric. In: proceedings of IEEE Congress on Evolutionary Computation: Research Publishing Services.
  • Li R., Eggermont J., Emmerich M.T.M., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2007), Towards Dynamic Fitness Based Partitioning for IntraVascular UltraSound Image Analysis. In: EvoWorkshops 2007. 391-398.
  • Shir O.M. & Bäck T.H.W. (2007), Performance analysis of niching algorithms based on derandomized-ES variants. In: Lipson, H. (Red.) Genetic and Evolutionary Computation Conference, GECCO 2007. London: ACM. 705-712.
  • Shir O.M., Emmerich M.T.M., Bäck T.H.W. & Vrakking M.J.J. (2007), The Application of Evolutionary Multi-Criteria Optimization to Dynamic Molecular Alignment. In: proceedings of IEEE Congress on Evolutionary Computation: Research Publishing Services.
  • Samsonova E., Krause P., Bäck T.H.W. & IJzerman A.P. (2007), Characteristic amino acid combinations in olfactory G protein-coupled receptors, Proteins, Structure, Function and Bioinformatics 67(1): 154-166.
  • Shir O.M. & Bäck T.H.W. (2007), The second harmonic generation case-study as a gateway for es to quantum control problems. In: Lipson, H. (Red.) Genetic and Evolutionary Computation Conference, GECCO 2007. London: ACM. 713-721.
  • Bäck T.H.W. & Löwe B. (2007), Computing and the natural sciences at CiE 2005, Theoretical Computer Science 371(1-2): 1-3.
  • Henkel C.V., Bäck T.H.W., Kok J.N., Rozenberg G. & Spaink H.P. (2007), DNA computing of solutions to knapsack problems, Biosystems 88: 156-162.
  • Shir O.M., Kok J.N., Bäck T.H.W. & Vrakking M.J.J. (2007), Gaining Insights into Laser Pulse Shaping by Evolution Strategies. In: Mira, J., Alvarez, J.R. (Red.) Bio-inspired Modeling of Cognitive Tasks, Second International Work-Conference on the Interplay Between Natural and Artificial Computation Lecture notes in Computer Science: Springer. 467-477.
  • Shir O.M., Raz V., Dirks R.W. & Bäck T.H.W. (2007), Classification of Cell Fates with Support Vector Machine Learning. In: Marchiori, E., Moore, J.H., Rajapakse, J.C. (Red.) Evolutionary Computation,Machine Learning and Data Mining in Bioinformatics, 5th European Conference Lecture notes in Computer Science: Springer. 258-269.
  • Emmerich M.T.M., Li R., Eggermont J., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2006), Optimizing Parameters of Coronary Vessel Image Analysis using Evolution Strategies. In: 18th Belgium-Netherlands Conference on Artificial Intelligence.
  • Eggermont J., Bovenkamp E.G.P., Li R., Emmerich M.T.M., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2006), Extending nk landscapes to the mixed-integer domain. In: 18th Belgium-Netherlands Conference on Artificial Intelligence.
  • Emmerich M.T.M., Shir O.M. & Bäck T.H.W. (2006), Multi-criteria optimization in laser pulse shaping using evolutionary algorithms and kriging metamodels. In: MCDM 2006.
  • Li Rui, Emmerich M.T.M., Bovenkamp E.G.P., Eggermont J., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2006), Mixed-Integer Evolution Strategies and Their Application to Intravascular Ultrasound Image Analysis. In: F. Rothlauf et al (Red.) 8th European Workshop on Evolutionary Computation in Image Analysis and Signal Processing (EvoIASP) Lecture notes in Computer Science: Springer Verlag. 415-426.
  • Kazius J., Nijssen S., Kok J.N., Bäck T.H.W. & IJzerman A.P. (2006), Substructure mining using elaborate chemical representation, Journal of Chemical Information and Modeling 46: 597-605.
  • Li R., Emmerich M.T.M., Bäck T.H.W., Bovenkamp E.G.P., Eggermont J., Dijkstra J. & Reiber J.H.C. (2006), Optimizing Parameters of Intravascular Ultrasound Image Analysis Systems using Mixed-Integer Evolution Strategies. In: Adaptive Computing in Design and Manufacture (ACDM) Lecture notes in Computer Science: IP-CC Press. 283-284.
  • Lameijer E.M.W., Kok J.N., Bäck T.H.W. & IJzerman A.P. (2006), The Molecule Evoluator. An interactive evolutionary algorithm for the design of drug-like molecules, Journal of Chemical Information and Modeling 46: 545-552.
  • Lameijer E.M.W., Kok J.N., Bäck T.H.W. & IJzerman A.P. (2006), Mining a Chemical Database for Fragment Co-occurrence: Discovery of "Chemical Clichés", Journal of Chemical Information and Modeling 46(2): 553-562.
  • Li R., Emmerich M.T.M., Eggermont J., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2006), Mixed-Integer Optimization of Coronary Vessel Image Analysis using Evolution Strategies. In: In M. Keijzer et al (Red.) 8th annual conference on Genetic and evolutionary computation. 1645-1652.
  • Lameijer E.M.W., Kok J.N., Bäck T.H.W. & IJzerman A.P. (2006), Mining a chemical database for fragment co-occurrence: discovery of "chemical clichs", Journal of Chemical Information and Modeling 46: 597-605.
  • Shir O.M., Siedschlag C.H., Bäck T.H.W. & Vrakking M.J.J. (2006), Niching in evolution strategies and its application to laser pulse shaping. In: The 7th International Conference on Artificial Evolution (EA'05) Lecture notes in Computer Science: Springer Verlag.
  • Li Rui, Emmerich M.T.M., Eggermont J., Bovenkamp E.G.P., Bäck T.H.W., Dijkstra J. & Reiber J.H.C. (2006), Mixed-Integer NK Landscapes. Parallel Problem Solving from Nature. In: PPSN. 42-51.
  • Breukelaar R., Emmerich M.T.M. & Bäck T.H.W. (2006), On interactive evolution strategies. In: Applications of Evolutionary Computing. Berlin / Heidelberg: Springer. 530-541.
  • Samsonova E., Bäck T.H.W., Kok J.N. & IJzerman A.P. (2005), Reliable hierarchical clustering with the self-organizing map. In: Proceedings of the 6th International Symposium on Intelligent Data Analysis (IDA 2005). 385-396.
  • Bäck T.H.W. & Breukelaar R. (2005), Using genetic algorithms to evolve behavior in cellular automata. In: Calude C.S., Dinneen M.J., Paun G., Péréz-Jiménez M.J., Rozenberg G. (Red.) Proceedings of the 4th International Conference on Unconventional Computing 2005 Lecture Notes in Computer Science: Springer-Verlag. 1-10.
  • Breukelaar R. & Bäck T.H.W. (2005), Using a genetic algorithm to evolve behavior in multi dimensional cellular automata: emergence of behavior. In: Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2005). 107-114.
  • Lameijer E.M.W., Bäck T.H.W., Kok J.N. & IJzerman A.P. (2005), Evolutionary algorithms in drug design, Natural computing 4: 177-243.
  • Lameijer E.M.W., IJzerman A.P. & Bäck T.H.W. (2005), The Molecule Evoluator: an interactive evolutionary algorithm for designing drug molecules. In: Beyer H.-G., O'Reilly U.-M. (red.) Proceedings of the 7th Annual Genetic and Evolutionary Computation Conference (GECCO-2005).. New York: ACM. 1969-1976.
  • Shir O.M. & Bäck T.H.W. (2005), Dynamic niching in evolution strategies with covariance matrix adaptation. In: Proceedings of the 2005 Congress on Evolutionary Computation CEC-2005. 2005: IEEE-Press. 2584-2591.
  • Breukelaar R. & Bäck T.H.W. (2005), Neural Networks for Discrete Tomography. In: Beyer H.-G., O'Reilly U.-M. (Red.) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2005): ACM. 107-114.
  • Shir O.M. & Bäck T.H.W. (2005), Niching in evolution strategies. In: Beyer H.-G., O'Reilly U.-M. (Red.) Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2005): ACM Press. 915-916.
  • Bäck T.H.W., Breukelaar R. & Willmes L. (2005), Problem solving by evolution: One of nature's unconventional programming paradigms. In: Banâtre J.-P., Fradet P., Giavitto J.-L., Michel O. (Red.) pre-proceedings of Unconventional Programming Paradigms workshop, UPP 2004. 8-13.
  • Samsonova E., Bäck T.H.W., Beukers M.W., IJzerman A.P. & Kok J.N. (2003), Combining and comparing cluster methods in a receptor database, Lecture notes in Computer Science 2810: 342-351.
  • Bäck T.H.W. & Krause P. (2002), Evolutionäre Algorthmen in der Anwendung auf industrielle Prozesse. In: VDE Kongress NetWorlds - Leben und Arbeiten in vernetzten Welten. Berlin: VDE Verlag. 217-222.
  • Bäck T.H.W. & Emmerich M.T.M. (2002), Evolution Strategies for Optimisation in Engineering Applications. In: Mang, H.A., Rammerstorfer, F.G., Eberhardsteiner, J. (Red.) Proceedings Fifth World Congress on Computational Mechanics.
  • Bäck T.H.W. (2002), Adaptive business intelligence based on evolution strategies: Some application examples of self-adaptive software. In: Caulfield, H.J., Chen, S.-H., Cheng, H.-D., Duro, R., Honavar, V., Kerre, E.E., Lu, M., Romay, M.G., (Red.) Proceedings 6th Joint Conference on Information Sciences. Durham: JCIS/Association for Intelligent Machinery. 3-7.
  • Bäck T.H.W., Vermeulen D. & Eiben A.E. (2002), Effects of tax and evolution in an artificial society. In: Culfield, H.J., et al. (Red.) Proceedings 6th Joint Conference on Information Sciences, Second International Workshop on Computational Intelligence in Economics and Finance. Durham: JCIS/Association for Intelligent Machinery. 1151-1156.
  • Bäck T.H.W. (2002), Adaptive Business Intelligence Based on Evolution Strategies: Some Application Examples of Self-Adaptive Software, Information Systems 148: 113-121.
  • Nijssen S. & Bäck T.H.W. (2002), An Analysis of the Behaviour of Simplified Evolutionary Algorithms on Trap Functions. In: Proc. 14th Belgium-Dutch Conference ofn Artificial Intelligence. 469-470.
  • Bäck T.H.W., Kok J.N. & Rozenberg G. (2002), Evolutionary Computation as a Paradigm for DNA-Based Computing. In: Landweber, L.F., Winfree, E. (Red.) Evolution as Computation Natural Computing Series: Springer Verlag. 15-40.
  • Emmerich M.T.M., Giotis A., Özdemir M., Bäck T.H.W. & Giannakoglu K. (2002), Metamodel-Assisted Evolution Strategies. In: Merelo Guervos, J.J., Adamidis, P., Beyer, H.G., Fernandez-Villacanas, J.L., Schwefel, H.P. (Red.) Proc. of the Seventh International Conference on Parallel Problem Solving from Nature Lecture notes in Computer Science. Berlin: Springer. 361-370.
  • Naujoks B., Willmes L., Bäck T.H.W. & Haase W. (2002), Evaluating Multi Criteria Evolutionary Algorithms for Airfoil Optimization. In: Merelo Guervos, J.J., Adamidis, P., Beyer, H.G., Fernandez-Villacanas, J.L., Schwefel, H.P. (Red.) Proc. of the Seventh International Conference on Parallel Problem Solving from Nature Lecture notes in Computer Science. Berlin: Springer. 841-850.
  • Hemert J.I. van & Bäck T.H.W. (2002), The chance of changing, measuring the searched space. In: Merlo Guervos, J.J., Adamidis, P., Beyer, H.G., Fernandez-Villacanas, J.L., Schwefel, H.P. (Red.) Proc. of the Seventh International Conference on Parallel Problem Solving from Nature Lecture notes in Computer Science. Berlin: Springer. 23-32.
  • Wiesmann D., Hammel U. & Bäck T.H.W. (1998), Robust Design by Evolution Strategies, IEEE Transactions on Evolutionary Computation 2(3).
  • Bäck T.H.W., Eiben A.E., Graaf J.M. de, Preuss M., Schippers C.A. & Taale H. (1998), Optimizing traffic light controllers with evolutionary algorithms. In: Zimmerman H.-J. (Red.) Proceedings of the 6th European Congress on Intelligent Techniques and Soft Computing. Aken, Duitsland: Verlag Mainz. 1730-1734.
  • Bäck T.H.W., Fogel D. & Michalewicz Z. (1998), Handbook of Evolutionary Computation. Bristol and Oxford, United Kingdom: IOP Publishing and Oxford University Press.
  • Bäck T.H.W. (1998), An overview of parameter control methods by self-adaptation in evolutionary algorithms, Fundamenta informaticae 35: 51-66.
  • Bäck T.H.W., Eiben A.E. & Vink M.E. (1998), A Superior Evolutionary Algorithm for 3-SAT. In: Porto V.W., Saravanan N., Waagen D., Eiben A.E. (Red.) Proceedings of the 7th Annual Conference on Evolutionary Programming. Berlijn, Duitsland: Springer-Verlag. 125-136.
  • Bäck T.H.W., Graaf J.M. de, Kok J.N. & Kosters W.A. (1998), Theory of Genetic Algorithms, Nieuwsbrief van de Nederlandse Vereniging voor Theoretische Informatica 2: 27-35.
  • Bäck T.H.W. (1998), On the Behavior of Evolutionary Algorithms in Dynamic Environments. In: Proceedings of the Fifth IEEE Conference on Evolutionary Computation. Piscataway, NJ, USA: IEEE Press. 446-451.
Overig
  • Emmerich M.T.M., Deutz H.A., Schütze O., Bäck T.H.W., Tantar E., Tantar A.-A., Del Moral P., Legrand P., Bouvry P. & Coello C.C. (Red.) (2013), EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation IV Advances in Intelligent Systems and Computing: Springer-Verlag.
  • Detwiler M.W., Reynolds J.W., Watts A.H., Bäck T.H.W. & Breukelaar R. (2013), Computer-implemented land planning system and method ( octrooi nr. US Patent 20.130.090.898). [octrooi]
  • Rozenberg G., Bäck T.H.W. & Kok J.N. (Red.) (2012), Handbook of Natural Computing 1-4. Heidelberg: Springer-Verlag.
  • Emmerich M.T.M., Bäck T.H.W. & Li R. (2010), Improving Medical Image Analysis by Optimization, Eureka magazine: 8-11.
  • Eiben A.E., Bäck T.H.W., Schoenauer M. & Schwefel H.-P. (Red.) (1998), Proceedings of the 5th Conference on Parallel Problem Solving from Nature. Berlijn, Duitsland: Springer Verlag.
  • Eiben A.E., Bäck T.H.W., Schoenauer M. & Schwefel H.-P. (Red.) (1998), Parallel Problem Solving from Nature - PPSN V. Berlijn, Duitsland: Springer-Verlag.

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