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Erik Pitzer

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2020 – today

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2023
[c24]
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Bernhard Werth, Johannes Karder, Andreas Beham, Erik Pitzer, Kaifeng Yang, Stefan Wagner:
Walking through the Quadratic Assignment-Instance Space: Algorithm Performance and Landscape Measures. GECCO Companion 2023: 2108-2114
2022
[c23]
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Bernhard Werth, Erik Pitzer, Johannes Karder, Stefan Wagner, Michael Affenzeller:
Dynamic Vehicle Routing with Time-Linkage: From Problem States to Algorithm Performance. EUROCAST 2022: 69-77
[c22]
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Erik Pitzer, Bernhard Werth, Johannes Karder:
Dynamic Fitness Landscape Analysis. EUROCAST 2022: 78-86
2021
[c21]
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Erik Pitzer, Michael Affenzeller:
Cheating Like The Neighbors: Logarithmic Complexity For Fitness Evaluation In Genetic Algorithms. CEC 2021: 1431-1438
[i1]
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Erik Pitzer, Gabriel Kronberger:
Smooth Symbolic Regression: Transformation of Symbolic Regression into a Real-valued Optimization Problem. CoRR abs/2108.03274 (2021)

2010 – 2019

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2019
[j4]
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Bernhard Werth, Erik Pitzer, Christian Backfrieder, Gerald Ostermayer, Michael Affenzeller:
Surrogate-assisted microscopic traffic simulation-based optimisation of routing parameters. Int. J. Simul. Process. Model. 14(3): 223-233 (2019)
[c20]
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Bernhard Werth, Erik Pitzer, Michael Affenzeller:
Surrogate-Assisted Fitness Landscape Analysis for Computationally Expensive Optimization. EUROCAST (1) 2019: 247-254
[c19]
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Erik Pitzer, Michael Affenzeller:
"Incremental" Evaluation for Genetic Crossover. EUROCAST (1) 2019: 396-404
2018
[c18]
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Bernhard Werth, Erik Pitzer, Gerald Ostermayer, Michael Affenzeller:
Quasi-bistability of walk-based landscape measures in stochastic fitness landscapes. GECCO 2018: 1087-1094
2017
[c17]
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Bernhard Werth, Erik Pitzer, Michael Affenzeller:
A Fair Performance Comparison of Different Surrogate Optimization Strategies. EUROCAST (1) 2017: 408-415
[c16]
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Erik Pitzer, Michael Affenzeller:
Facilitating Evolutionary Algorithm Analysis with Persistent Data Structures. EUROCAST (1) 2017: 416-423
[c15]
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Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller:
Integrating Exploratory Landscape Analysis into Metaheuristic Algorithms. EUROCAST (1) 2017: 473-480
[c14]
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Bernhard Werth, Erik Pitzer, Michael Affenzeller:
Enabling high-dimensional surrogate-assisted optimization by using sliding windows. GECCO (Companion) 2017: 1630-1637
[c13]
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Viktoria A. Hauder, Erik Pitzer, Michael Affenzeller:
Optimization Approaches for the Physical Internet. OTM Workshops 2017: 236-245
2015
[c12]
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Erik Pitzer, Gabriel Kronberger:
Smooth Symbolic Regression: Transformation of Symbolic Regression into a Real-Valued Optimization Problem. EUROCAST 2015: 375-383
[p2]
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Erik Pitzer, Gabriel Kronberger:
Concise Supply-Chain Simulation Optimization for Large Scale Logistic Networks. Computational Intelligence and Efficiency in Engineering Systems 2015: 429-442
2013
[c11]
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Andreas Beham, Erik Pitzer, Michael Affenzeller:
Fitness Landscape Based Parameter Estimation for Robust Taboo Search. EUROCAST (1) 2013: 292-299
[c10]
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Erik Pitzer, Michael Affenzeller:
Measurement of Anisotropy in Fitness Landscapes. EUROCAST (1) 2013: 340-347
[c9]
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Monika Kofler, Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller:
Yard Storage Assignment Optimisation with Neutral Walks. EUROCAST (1) 2013: 356-363
[c8]
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Erik Pitzer, Andreas Beham, Michael Affenzeller:
Automatic Algorithm Selection for the Quadratic Assignment Problem Using Fitness Landscape Analysis. EvoCOP 2013: 109-120
2012
[c7]
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Andreas Beham, Erik Pitzer, Stefan Wagner, Michael Affenzeller, Klaus Altendorfer, Thomas Felberbauer, Martin Bäck:
Integration of flexible interfaces in optimization software frameworks for simulation-based optimization. GECCO (Companion) 2012: 125-132
[c6]
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Andreas Scheibenpflug, Stefan Wagner, Erik Pitzer, Michael Affenzeller:
Optimization knowledge base: an open database for algorithm and problem characteristics and optimization results. GECCO (Companion) 2012: 141-148
[c5]
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Erik Pitzer, Andreas Beham, Michael Affenzeller:
Generic hardness estimation using fitness and parameter landscapes applied to robust taboo search and the quadratic assignment problem. GECCO (Companion) 2012: 393-400
[p1]
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Erik Pitzer, Michael Affenzeller:
A Comprehensive Survey on Fitness Landscape Analysis. Recent Advances in Intelligent Engineering Systems 2012: 161-191
2011
[c4]
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Vitaly Bolshakov, Erik Pitzer, Michael Affenzeller:
Fitness Landscape Analysis of a Simulation Optimisation Problems with HeuristicLab. EMS 2011: 107-112
[c3]
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Erik Pitzer, Michael Affenzeller, Andreas Beham, Stefan Wagner:
Comprehensive and Automatic Fitness Landscape Analysis Using HeuristicLab. EUROCAST (1) 2011: 424-431
2010
[j3]
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Ronilda Lacson, Erik Pitzer, Jihoon Kim, Pedro A. F. Galante, Christian Hinske, Lucila Ohno-Machado:
DSGeo: Software tools for cross-platform analysis of gene expression data in GEO. J. Biomed. Informatics 43(5): 709-715 (2010)

2000 – 2009

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2009
[j2]
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Erik Pitzer, Ronilda Lacson, Christian Hinske, Jihoon Kim, Pedro A. F. Galante, Lucila Ohno-Machado:
Towards large-scale sample annotation in gene expression repositories. BMC Bioinform. 10(S-9): 9 (2009)
[j1]
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Ronilda Lacson, Erik Pitzer, Christian Hinske, Pedro A. F. Galante, Lucila Ohno-Machado:
Evaluation of a large-scale biomedical data annotation initiative. BMC Bioinform. 10(S-9): 10 (2009)
2007
[c2]
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Stefan Wagner, Stephan M. Winkler, Erik Pitzer, Gabriel Kronberger, Andreas Beham, Roland Braune, Michael Affenzeller:
Benefits of Plugin-Based Heuristic Optimization Software Systems. EUROCAST 2007: 747-754
2005
[c1]
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Erik Pitzer:
Parallel Progressive Multiple Sequence Alignment. EUROCAST 2005: 473-482

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