Michael Emmerich

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All published works

Action	Title	Year	Authors
+ PDF Chat	Comparative Analysis of Indicators for Multiobjective Diversity Optimization	2024	Ksenia Pereverdieva André Deutz Tessa Ezendam Thomas Bäck H. Hofmeyer Michael Emmerich
+ PDF Chat	Multicriteria Optimization and Decision Making: Principles, Algorithms and Case Studies	2024	Michael Emmerich André Deutz
+ PDF Chat	Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm Versus Column Generation Method	2023	Divyam Aggarwal Dhish Kumar Saxena Thomas Bäck Michael Emmerich
+ PDF Chat	The Hypervolume Indicator Hessian Matrix: Analytical Expression, Computational Time Complexity, and Sparsity	2023	André Deutz Michael Emmerich Hao Wang
+	Efficient Stochastic Simulation of Network Topology Effects on the Peak Number of Infections in Epidemic Outbreaks	2022	Yulian Kuryliak Michael Emmerich Dmytro Dosyn
+	Probability Distribution of Hypervolume Improvement in Bi-objective Bayesian Optimization	2022	Hao Wang Kaifeng Yang Michael Affenzeller Michael Emmerich
+	Optimally Weighted Ensembles of Regression Models: Exact Weight Optimization and Applications	2022	Patrick Echtenbruck Martina Echtenbruck Joost Batenburg Thomas Bäck Boris Naujoks Michael Emmerich
+	The Hypervolume Indicator Hessian Matrix: Analytical Expression, Computational Time Complexity, and Sparsity	2022	André Deutz Michael Emmerich Hao Wang
+	Automatic preference based multi-objective evolutionary algorithm on vehicle fleet maintenance scheduling optimization	2021	Yali Wang Steffen Limmer Markus Olhofer Michael Emmerich Thomas Bäck
+	Study on the Influence of Direct Contact Network Topology on the Speed of Spread of Infectious Diseases in the Covid-19 Case	2021	Yulian Kuryliak Michael Emmerich Dmytro Dosyn
+ PDF Chat	Preface to the special issue dedicated to the 14th international workshop on global optimization held in Leiden, The Netherlands, September 18–21, 2018	2021	André Deutz Michael Emmerich Yaroslav D. Sergeyev Iryna Yevseyeva
+	Automatic Preference Based Multi-objective Evolutionary Algorithm on Vehicle Fleet Maintenance Scheduling Optimization	2021	Yali Wang Steffen Limmer Markus Olhofer Michael Emmerich Thomas Baeck
+	On the effect of complex network topology in managing epidemic outbreaks	2021	Yulian Kuryliak Michael Emmerich Dmytro Dosyn
+ PDF Chat	Tackling Morpion Solitaire with AlphaZero-like Ranked Reward Reinforcement Learning	2020	Hui Wang Mike Preuß Michael Emmerich Aske Plaat
+	Tackling Morpion Solitaire with AlphaZero-likeRanked Reward Reinforcement Learning	2020	Hui Wang Mike Preuß Michael Emmerich Aske Plaat
+ PDF Chat	Tackling Morpion Solitaire with AlphaZero-likeRanked Reward Reinforcement Learning	2020	Hui Wang Mike Preuß Michael Emmerich Aske Plaat
+	A Novel Column Generation Heuristic for Airline Crew Pairing Optimization with Large-scale Complex Flight Networks.	2020	Divyam Aggarwal Dhish Kumar Saxena Thomas Bäck Michael Emmerich
+	Improving Many-objective Evolutionary Algorithms by Means of Expanded Cone Orders.	2020	Yali Wang André Deutz Thomas Bäck Michael Emmerich
+	Airline Crew Pairing Optimization Framework for Large Networks with Multiple Crew Bases and Hub-and-Spoke Subnetworks	2020	Divyam Aggarwal Dhish Kumar Saxena Thomas Bäck Michael Emmerich
+	Analysis of Hyper-Parameters for Small Games: Iterations or Epochs in Self-Play?	2020	Hui Wang Michael Emmerich Mike Preuß Aske Plaat
+	On Initializing Airline Crew Pairing Optimization for Large-scale Complex Flight Networks	2020	Divyam Aggarwal Dhish Kumar Saxena Thomas Bäck Michael Emmerich
+	A Tailored NSGA-III Instantiation for Flexible Job Shop Scheduling	2020	Yali Wang Bas van Stein Michael Emmerich Thomas Bäck
+	Improving Many-Objective Evolutionary Algorithms by Means of Edge-Rotated Cones	2020	Yali Wang André Deutz Thomas Bäck Michael Emmerich
+ PDF Chat	Improving Many-Objective Evolutionary Algorithms by Means of Edge-Rotated Cones	2020	Yali Wang André Deutz Thomas Bäck Michael Emmerich
+	Multiple Node Immunisation for Preventing Epidemics on Networks by Exact Multiobjective Optimisation of Cost and Shield-Value	2020	Michael Emmerich Joost Nibbeling Marios Kefalas Aske Plaat
+	Tackling Morpion Solitaire with AlphaZero-likeRanked Reward Reinforcement Learning	2020	Hui Wang Mike Preuß Michael Emmerich Aske Plaat
+	A Novel Column Generation Heuristic for Airline Crew Pairing Optimization with Large-scale Complex Flight Networks	2020	Divyam Aggarwal Dhish Kumar Saxena Saaju Pualose Thomas Bäck Michael Emmerich
+	Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm versus Column Generation Method	2020	Divyam Aggarwal Dhish Kumar Saxena Thomas Bäck Michael Emmerich
+	Airline Crew Pairing Optimization Framework for Large Networks with Multiple Crew Bases and Hub-and-Spoke Subnetworks	2020	Divyam Aggarwal Dhish Kumar Saxena Thomas Bäck Michael Emmerich
+ PDF Chat	Towards self-adaptive efficient global optimization	2019	Hao Wang Michael Emmerich Thomas Bäck
+	Hyper-Parameter Sweep on AlphaZero General	2019	Hui Wang Michael Emmerich Mike Preuß Aske Plaat
+	Efficient Computation of Expected Hypervolume Improvement Using Box Decomposition Algorithms	2019	Kaifeng Yang Michael Emmerich André Deutz Thomas Bäck
+ PDF Chat	Assessing the Potential of Classical Q-learning in General Game Playing	2019	Hui Wang Michael Emmerich Aske Plaat
+	Multi-Objective Bayesian Global Optimization using expected hypervolume improvement gradient	2018	Kaifeng Yang Michael Emmerich André Deutz Thomas Bäck
+	Maximum Volume Subset Selection for Anchored Boxes	2018	Karl Bringmann Sergio Cabello Michael Emmerich
+	Monte Carlo Q-learning for General Game Playing	2018	Hui Wang Michael Emmerich Aske Plaat
+	Assessing the Potential of Classical Q-learning in General Game Playing	2018	Hui Wang Michael Emmerich Aske Plaat
+	Maximum Volume Subset Selection for Anchored Boxes	2018	Karl Bringmann Sergio Cabello Michael Emmerich
+	Cluster-based Kriging Approximation Algorithms for Complexity Reduction	2017	Bas van Stein Hao Wang Wojtek Kowalczyk Michael Emmerich Thomas Bäck
+	Cluster-based Kriging Approximation Algorithms for Complexity Reduction	2017	Bas van Stein Hao Wang Wojtek Kowalczyk Michael Emmerich Thomas Bäck
+ PDF Chat	The decays ${{\rm{\Lambda }}}_{b,c}\, \rightarrow \,{N}^{* }{lv}$ in QCD	2016	Michael Emmerich N. Offen Andreas Schäfer
+	An Ontology of Preference-Based Multiobjective Evolutionary Algorithms.	2016	Longmei Li Iryna Yevseyeva Vitor Basto‐Fernandes Heike Trautmann Ning Jing Michael Emmerich
+	On Steering Dominated Points in Hypervolume Indicator Gradient Ascent for Bi-Objective Optimization	2016	Hao Wang Yiyi Ren André Deutz Michael Emmerich
+	An Ontology of Preference-Based Multiobjective Metaheuristics	2016	Longmei Li Iryna Yevseyeva Vitor Basto‐Fernandes Heike Trautmann Ning Jing Michael Emmerich
+	Solving the G-problems in less than 500 iterations: Improved efficient constrained optimization by surrogate modeling and adaptive parameter control	2015	Samineh Bagheri Wolfgang Konen Michael Emmerich Thomas Bäck
+	Faster Computation of Expected Hypervolume Improvement.	2014	Iris Hupkens Michael Emmerich André Deutz
+	Multiobjective Optimization of Classifiers by Means of 3-D Convex Hull Based Evolutionary Algorithm	2014	Jiaqi Zhao Vitor Basto‐Fernandes Licheng Jiao Iryna Yevseyeva Asep Maulana Rui Li Thomas Bäck Michael Emmerich
+	Faster Computation of Expected Hypervolume Improvement	2014	Iris Hupkens Michael Emmerich André Deutz
+	Time Complexity and Zeros of the Hypervolume Indicator Gradient Field	2013	Michael Emmerich André Deutz
+	Convex Hull-Based Multi-objective Genetic Programming for Maximizing ROC Performance	2013	Pu Wang Michael Emmerich Rui Li Ke Tang Thomas Bäck Yao Xin
+	A Theoretical Analysis of Curvature Based Preference Models	2013	Pradyumn Kumar Shukla Michael Emmerich André Deutz
+	Gradient-Based/Evolutionary Relay Hybrid for Computing Pareto Front Approximations Maximizing the S-Metric	2007	Michael Emmerich André Deutz Nicola Beume

Common Coauthors

Coauthor	Papers Together
Thomas Bäck	22
André Deutz	16
Aske Plaat	10
Hui Wang	8
Divyam Aggarwal	7
Dhish Kumar Saxena	7
Mike Preuß	6
Iryna Yevseyeva	4
Yali Wang	4
Yulian Kuryliak	3
Dmytro Dosyn	3
Hao Wang	3
Bas van Stein	3
Kaifeng Yang	3
Vítor Basto-Fernandes	3
Heike Trautmann	2
Iris Hupkens	2
Steffen Limmer	2
Sergio Cabello	2
Karl Bringmann	2
Wojtek Kowalczyk	2
Markus Olhofer	2
Yali Wang	2
Hao Wang	2
Longmei Li	2
Wolfgang Konen	1
Pradyumn Kumar Shukla	1
Ke Tang	1
Hao Wang	1
Boris Naujoks	1
Joost Nibbeling	1
Tessa Ezendam	1
Yiyi Ren	1
Michael Affenzeller	1
Samineh Bagheri	1
Ksenia Pereverdieva	1
Andreas Schäfer	1
Yaroslav D. Sergeyev	1
Nicola Beume	1
Patrick Echtenbruck	1
Ning Jing	1
Ning Jing	1
Asep Maulana	1
Jiaqi Zhao	1
Martina Echtenbruck	1
Joost Batenburg	1
N. Offen	1
Pu Wang	1
Thomas Baeck	1
Rui Li	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm	2017	David Silver Thomas Hubert Julian Schrittwieser Ioannis Antonoglou Matthew Lai Arthur Guez Marc Lanctot Laurent Sifre Dharshan Kumaran Thore Graepel	4
+ PDF Chat	Deep learning in neural networks: An overview	2014	Jürgen Schmidhuber	4
+	Monte Carlo Q-learning for General Game Playing	2018	Hui Wang Michael Emmerich Aske Plaat	4
+	Nonlinear Multiobjective Optimization	1998	Kaisa Miettinen	4
+	Gradient-Based/Evolutionary Relay Hybrid for Computing Pareto Front Approximations Maximizing the S-Metric	2007	Michael Emmerich André Deutz Nicola Beume	3
+	Steepest descent methods for multicriteria optimization	2000	Jörg Fliege B. F. Svaiter	3
+ PDF Chat	Aircraft routing and crew pairing: Updated algorithms at Air France	2019	Axel Parmentier Frédéric Meunier	3
+	Combining Simulated Annealing and Monte Carlo Tree Search for Expression Simplification	2014	Ben Ruijl J.A.M. Vermaseren Aske Plaat H.J. van den Herik	3
+	Ranked Reward: Enabling Self-Play Reinforcement Learning for Combinatorial Optimization	2018	Alexandre Laterre Yunguan Fu Mohamed Khalil Jabri Alain-Sam Cohen David Kas Karl Hajjar Torbjørn Dahl Amine Kerkeni Karim Beguir	2
+ PDF Chat	Roulette-wheel selection via stochastic acceptance	2011	Adam Lipowski Dorota Lipowska	2
+ PDF Chat	Epidemic processes in complex networks	2015	Romualdo Pastor‐Satorras Claudio Castellano Piet Van Mieghem Alessandro Vespignani	2
+	Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift	2015	Sergey Ioffe Christian Szegedy	2
+	Optimization and Nonsmooth Analysis	1990	Frank H. Clarke	2
+ PDF Chat	ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero	2019	Yuandong Tian Jerry Ma Qucheng Gong Shubho Sengupta Zhuoyuan Chen James Pinkerton C. Lawrence Zitnick	2
+	Time Complexity and Zeros of the Hypervolume Indicator Gradient Field	2013	Michael Emmerich André Deutz	2
+ PDF Chat	A novel Monte Carlo simulation procedure for modelling COVID-19 spread over time	2020	Gang Xie	2
+	Neural Combinatorial Optimization with Reinforcement Learning	2016	Irwan Bello Hieu Pham Quoc V. Le Mohammad Norouzi Samy Bengio	2
+ PDF Chat	Real-World Airline Crew Pairing Optimization: Customized Genetic Algorithm Versus Column Generation Method	2023	Divyam Aggarwal Dhish Kumar Saxena Thomas Bäck Michael Emmerich	2
+ PDF Chat	Warm-Start AlphaZero Self-play Search Enhancements	2020	Hui Wang Mike Preuß Aske Plaat	2
+ PDF Chat	Assessing the Potential of Classical Q-learning in General Game Playing	2019	Hui Wang Michael Emmerich Aske Plaat	2
+	Stochastic Method for the Solution of Unconstrained Vector Optimization Problems	2002	Stefan Schäffler Reinhart Schultz К. Weinzierl	2
+	Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning	2020	Dieqiao Feng Carla P. Gomes Bart Selman	2
+	Hyper-Parameter Sweep on AlphaZero General	2019	Hui Wang Michael Emmerich Mike Preuß Aske Plaat	2
+	Analysis of Hyper-Parameters for Small Games: Iterations or Epochs in Self-Play?	2020	Hui Wang Michael Emmerich Mike Preuß Aske Plaat	2
+ PDF Chat	Targeting solutions in Bayesian multi-objective optimization: sequential and batch versions	2019	David Gaudrie Rodolphe Le Riche Victor Picheny Benoît Enaux Vincent Herbert	2
+	Stabilized column generation	1999	O. du Merle Daniel L. Villeneuve Jacques Desrosiers Pierre Hansen	2
+ PDF Chat	Continuous Time Markov Chain Model for Cholera Epidemic Transmission Dynamics	2019	Yohana Maiga Marwa Isambi Sailon Mbalawata Samuel Mwalili	2
+ PDF Chat	Approximating the least hypervolume contributor: NP-hard in general, but fast in practice	2010	Karl Bringmann Tobias Friedrich	2
+	Measuring the Accuracy of Diagnostic Systems	1988	John A. Swets	2
+	Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions	1998	Jeffrey C. Lagarias James A. Reeds Margaret H. Wright Paul E. Wright	2
+	Relative importance of criteria: a quantitative approach	1997	V. D. Noghin	2
+	A0C: Alpha Zero in Continuous Action Space	2018	Thomas M. Moerland Joost Broekens Aske Plaat Catholijn M. Jonker	2
+	Morpion Solitaire 5D: a new upper bound of 121 on the maximum score	2013	Akitoshi Kawamura Takuma Okamoto Yuichi Tatsu Yushi Uno Masahide Yamato	2
+	Modelling intensive care unit capacity under different epidemiological scenarios of the COVID-19 pandemic in three Western European countries	2021	Ruth McCabe Mara D. Kont Nora Schmit Charles Whittaker Alessandra Løchen Marc Baguelin Edward Knock Lilith K. Whittles John A. Lees Nicholas F. Brazeau	2
+ PDF Chat	Mesh Adaptive Direct Search Algorithms for Constrained Optimization	2006	Charles Audet J. E. Dennis	1
+	The Mosek Interior Point Optimizer for Linear Programming: An Implementation of the Homogeneous Algorithm	2000	Erling D. Andersen Knud D. Andersen	1
+	A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters	1973	J. C. Dunn	1
+ PDF Chat	PSwarm: a hybrid solver for linearly constrained global derivative-free optimization	2009	A. Ismael F. Vaz L. N. Vicente	1
+	Real and Complex Analysis.	1987	G. A. Garreau Walter Rudin	1
+ PDF Chat	Bayesian Approach to Global Optimization--Theory and Applications.	1991	C. G. E. Boender Audris Mockus	1
+ PDF Chat	Light-cone distribution amplitudes of the nucleon and negative parity nucleon resonances from lattice QCD	2014	V. M. Braun Sara Collins Benjamin Gläßle M. Göckeler Andreas Schäfer Rainer W. Schiel Wolfgang Söldner André Sternbeck Philipp Wein	1
+	A Collection of Test Problems for Constrained Global Optimization Algorithms	1990	Christodoulos A. Floudas Pãnos M. Pardalos	1
+ PDF Chat	Higher twist nucleon distribution amplitudes in Wandzura-Wilczek approximation	2014	I. V. Anikin A. N. Manashov	1
+ PDF Chat	Analysis of the ${1\over2}^{\pm}$ flavor antitriplet heavy baryon states with QCD sum rules	2010	Zhi-Gang Wang	1
+ PDF Chat	Light-cone QCD sum rules for the semileptonic decay<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mrow><mml:mi>Λ</mml:mi></mml:mrow><mml:mrow><mml:mi>b</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mo>→</mml:mo><mml:mi>p</mml:mi><mml:mi mathvariant="script">l</mml:mi><mml:mrow><mml:mrow><mml:mover><mml:mrow><mml:mi>ν</mml:mi></mml:mrow><mml:mrow><mml:mi>¯</mml:mi></mml:mrow></mml:mover></mml:mrow></mml:mrow></mml:math>	2004	Ming-Qiu Huang D. Wang	1
+ PDF Chat	<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msup><mml:mi>Q</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math>dependence of the<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:msub><mml:mi>S</mml:mi><mml:mrow><mml:mn>11</mml:mn></mml:mrow></mml:msub><mml:mo stretchy="false">(</mml:mo><mml:mn>1535</mml:mn><mml:mo stretchy="false">)</mml:mo></mml:mrow></mml:math>photocoupling and …	2007	H. Denizli J. Mueller S. Dytman M. L. Leber R. D. Levine J.J. Miles K. Y. Kim G. S. Adams M. J. Amaryan P. Ambrozewicz	1
+	Functional Models for Regression Tree Leaves	1997	Luı́s Torgo	1
+	The Lagrange Multiplier Rule in Set-Valued Optimization	2000	Arnulf Götz Johannes Jahn	1
+	A global search method for optimizing nonlinear systems	1988	B.E. Stuckman	1
+	Benchmarking Derivative-Free Optimization Algorithms	2009	Jorge J. Morè Stefan M. Wild	1