André H. Deutz

Orcid: 0000-0002-9047-6533

According to our database1, André H. Deutz authored at least 46 papers between 1994 and 2023.

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Bibliography

2023
Preface.
Nat. Comput., June, 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

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

Peeking beyond peaks: Challenges and research potentials of continuous multimodal multi-objective optimization.
Comput. Oper. Res., 2021

2020
Infill Criteria for Multiobjective Bayesian Optimization.
Proceedings of the High-Performance Simulation-Based Optimization, 2020

The Set-Based Hypervolume Newton Method for Bi-Objective Optimization.
IEEE Trans. Cybern., 2020

Improving Many-objective Evolutionary Algorithms by Means of Expanded Cone Orders.
CoRR, 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

Improving Many-Objective Evolutionary Algorithms by Means of Edge-Rotated Cones.
Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 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

Application of portfolio optimization to drug discovery.
Inf. Sci., 2019

A Simple Proof of Vyalyi's Theorem and some Generalizations.
Electron. Colloquium Comput. Complex., 2019

Search Dynamics on Multimodal Multiobjective Problems.
Evol. Comput., 2019

Diversity-Indicator Based Multi-Objective Evolutionary Algorithm: DI-MOEA.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

The Expected R2-Indicator Improvement for Multi-objective Bayesian Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

2018
A tutorial on multiobjective optimization: fundamentals and evolutionary methods.
Nat. Comput., 2018

2017
Computing 3-D Expected Hypervolume Improvement and Related Integrals in Asymptotically Optimal Time.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

Hypervolume Indicator Gradient Ascent Multi-objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

2016
Towards Analyzing Multimodality of Continuous Multiobjective Landscapes.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016

Preference-based multiobjective optimization using truncated expected hypervolume improvement.
Proceedings of the 12th International Conference on Natural Computation, 2016

Truncated expected hypervolume improvement: Exact computation and application.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

A Multicriteria Generalization of Bayesian Global Optimization.
Proceedings of the Advances in Stochastic and Deterministic Global Optimization., 2016

2015
On Steering Dominated Points in Hypervolume Indicator Gradient Ascent for Bi-Objective Optimization.
Proceedings of the NEO 2015, 2015

On Gradient-Based and Swarm-Based Algorithms for Set-Oriented Bicriteria Optimization.
Proceedings of the EVOLVE, 2015

Community Detection in NK Landscapes - An Empirical Study of Complexity Transitions in Interactive Networks.
Proceedings of the EVOLVE, 2015

Faster Exact Algorithms for Computing Expected Hypervolume Improvement.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

A Bayesian Approach to Portfolio Selection in Multicriteria Group Decision Making.
Proceedings of the Conference on ENTERprise Information Systems/International Conference on Project MANagement/Conference on Health and Social Care Information Systems and Technologies, 2015

2014
Faster Computation of Expected Hypervolume Improvement.
CoRR, 2014

2013
On Quality Indicators for Black-Box Level Set Approximation.
Proceedings of the EVOLVE, 2013

A Theoretical Analysis of Curvature Based Preference Models.
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
Time Complexity and Zeros of the Hypervolume Indicator Gradient Field.
Proceedings of the EVOLVE, 2012

2011
Using the uncertainty handling CMA-ES for finding robust optima.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

Hypervolume-based expected improvement: Monotonicity properties and exact computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
On Expected-Improvement Criteria for Model-based Multi-objective Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2010

Exploiting Overlap When Searching for Robust Optima.
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

2008
A Reduced-Cost SMS-EMOA Using Kriging, Self-Adaptation, and Parallelization.
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008

2007
Gradient-Based/Evolutionary Relay Hybrid for Computing Pareto Front Approximations Maximizing the S-Metric.
Proceedings of the Hybrid Metaheuristics, 4th International Workshop, 2007

High Spies (or How to Win a Programming Contest).
Proceedings of the Fun with Algorithms, 4th International Conference, 2007

Test Problems Based on Lamé Superspheres.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007

1994
Clans and Regions in 2-Structures.
Theor. Comput. Sci., 1994

Hyperedge Channels are Abelian.
Theor. Comput. Sci., 1994


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