Resources

Publications

2021

Wang, Yali; Deutz, André; Bäck, Thomas; Emmerich, Michael

Edge-Rotated Cone Orders in Multi-objective Evolutionary Algorithms for Improved Convergence and Preference Articulation Conference

2020 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2021.

Abstract | Links | BibTeX

Wang, Yali; van Stein, Bas; Bäck, Thomas; Emmerich, Michael

A Tailored NSGA-III for Multi-objective Flexible Job Shop Scheduling Conference

2020 IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, 2021.

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Nerone, Matheus; Holanda, Pedro; de Almeida, Eduardo C; Manegold, Stefan

Multidimensional Adaptive & Progressive Indexes Inproceedings

2021 IEEE 37th International Conference on Data Engineering (ICDE), pp. 624-635, 2021.

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2020

Wang, Yali; van Stein, Bas; Bäck, Thomas; Emmerich, Michael

Improving NSGA-III for flexible job shop scheduling using automatic configuration, smart initialization and local search Inproceedings

GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 181-182, 2020.

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Wang, Yali; Deutz, André; Bäck, Thomas; Emmerich, Michael

Improving many-objective evolutionary algorithms by means of edge-rotated cones Conference

International Conference on Parallel Problem Solving from Nature, Lecture Notes in Computer Science 12270 Springer, 2020, ISBN: 978-3-030-58114-5.

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2019

Nguyen, Duc Van; Limmer, Steffen; Yang, Kaifeng; Olhofer, Markus; Bäck, Thomas

Modeling and Prediction of Remaining Useful Lifetime for Maintenance Scheduling Optimization of a Car Fleet Journal Article

International Journal of Performability Engineering, 15 (9), pp. 2318-2328, 2019, ISSN: 0973-1318.

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Wang, Yali; Limmer, Steffen; Olhofer, Markus; Emmerich, Michael; Bäck, Thomas

Vehicle Fleet Maintenance Scheduling Optimization by Multi-objective Evolutionary Algorithms Conference

2019 IEEE Congress on Evolutionary Computation (CEC), IEEE, 2019, ISBN: 978-1-7281-2153-6.

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Kefalas, Marios; Limmer, Steffen; Apostolidis, Asteris; Olhofer, Markus; Emmerich, Michael; Bäck, Thomas

A tabu search-based memetic algorithm for the flexible job shop scheduling problem Inproceedings

GECCO '19: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pp. 1254-1262, Association for Computing Machinery, 2019, ISBN: 978-1-4503-6748-6.

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Nguyen, Duc Van; Kefalas, Marios; Yang, Kaifeng; Apostolidis, Asteris; Olhofer, Markus; Limmer, Steffen; Bäck, Thomas

A Review: Prognostics and Health Management in Automotive and Aerospace Journal Article

International Journal of Prognostics and Health Management, 10 (2), pp. 1-35, 2019, ISSN: 2153-2648.

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Wang, Yali; Emmerich, Michael; Deutz, André; Bäck, Thomas

Diversity-Indicator Based Multi-Objective Evolutionary Algorithm: DI-MOEA Conference

Evolutionary Multi-Criterion Optimization, Lecture Notes in Computer Science 11411 Springer, 2019, ISBN: 978-3-030-12597-4.

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2018

Li, Longmei; Wang, Yali; Trautmann, Heike; Jing, Ning; Emmerich, Michael

Multiobjective evolutionary algorithms based on target region preferences Journal Article

Swarm and Evolutionary Computation, 40 , pp. 196 - 215, 2018, ISSN: 2210-6502.

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Holanda, Pedro; Nerone, Matheus; de Almeida, Eduardo C; Manegold, Stefan

Cracking KD-Tree: The First Multidimensional Adaptive Indexing (Position Paper) Conference

Proceedings of the 7th International Conference on Data Science, Technology and Applications - EDDY, 2018, ISBN: 978-989-758-318-6.

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2017

Wang, Yali; Li, Longmei; Yang, Kaifeng; Emmerich, Michael TM

A new approach to target region based multiobjective evolutionary algorithms Inproceedings

Evolutionary Computation (CEC), 2017 IEEE Congress on, pp. 1757–1764, IEEE 2017.

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