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Erik Pitzer

FH-Prof. DI (FH) Dr.

Calculated based on number of publications stored in Pure and citations from Scopus
20052024

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  • 2023

    A domain specific language for distributed modeling

    Zenisek, J., Bachinger, F., Pitzer, E., Wagner, S., Falkner, D., Lopez, A. & Affenzeller, M., 2023, 35th European Modeling and Simulation Symposium, EMSS 2023. Affenzeller, M., Bruzzone, A. G., Jimenez, E., Longo, F. & Petrillo, A. (eds.). Cal-Tek srl, (European Modeling and Simulation Symposium, EMSS; vol. 2023-September).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Walking through the Quadratic Assignment-Instance Space: Algorithm Performance and Landscape Measures

    Werth, B., Karder, J., Beham, A., Pitzer, E., Yang, K. & Wagner, S., 15 Jul 2023, GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 2108-2114 7 p. (GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    Open Access
  • 2022

    Dynamic Fitness Landscape Analysis

    Pitzer, E., Werth, B. & Karder, J., 2022, Computer Aided Systems Theory – EUROCAST 2022 - 18th International Conference, Revised Selected Papers. Moreno-Díaz, R., Pichler, F. & Quesada-Arencibia, A. (eds.). Springer, p. 78-86 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13789 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Dynamic Vehicle Routing with Time-Linkage: From Problem States to Algorithm Performance

    Werth, B., Pitzer, E., Karder, J., Wagner, S. & Affenzeller, M., 2022, Computer Aided Systems Theory – EUROCAST 2022: 18th International Conference. Moreno-Díaz, R., Pichler, F. & Quesada-Arencibia, A. (eds.). Springer, p. 69-77 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13789 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    1 Citation (Scopus)

  • Utilizing Interpretable Machine Learning to detect Dynamics in Energy Communities

    Zenisek, J., Bachinger, F., Pitzer, E., Wagner, S. & Affenzeller, M., 2022, 34th European Modeling and Simulation Symposium, EMSS 2022. Affenzeller, M., Bruzzone, A. G., Jimenez, E., Longo, F. & Petrillo, A. (eds.). DIME UNIVERSITY OF GENOA, 042. (34th European Modeling and Simulation Symposium, EMSS 2022).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    2 Citations (Scopus)
  • 2021

    Cheating Like The Neighbors: Logarithmic Complexity For Fitness Evaluation In Genetic Algorithms

    Pitzer, E. & Affenzeller, M., 9 Aug 2021, 2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings. IEEE, p. 1431-1438 8 p. (2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2020

    Surrogate-Assisted Fitness Landscape Analysis for Computationally Expensive Optimization

    Werth, B., Pitzer, E. & Affenzeller, M., 2020, Computer Aided Systems Theory – EUROCAST 2019 - 17th International Conference, Revised Selected Papers. Moreno-Díaz, R., Quesada-Arencibia, A. & Pichler, F. (eds.). Springer, p. 247-254 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12013 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    3 Citations (Scopus)

  • “Incremental” Evaluation for Genetic Crossover

    Pitzer, E. & Affenzeller, M., 2020, Computer Aided Systems Theory – EUROCAST 2019 - 17th International Conference, Revised Selected Papers. Moreno-Díaz, R., Quesada-Arencibia, A. & Pichler, F. (eds.). Springer, p. 396-404 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12013 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2018

    A fair performance comparison of different surrogate optimization strategies

    Werth, B., Pitzer, E. & Affenzeller, M., 2018, Computer Aided Systems Theory – EUROCAST 2017 - 16th International Conference, Revised Selected Papers. Moreno-Diaz, R., Quesada-Arencibia, A. & Pichler, F. (eds.). Springer, p. 408-415 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10671 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    1 Citation (Scopus)

  • Facilitating evolutionary algorithm analysis with persistent data structures

    Pitzer, E. & Affenzeller, M., 2018, Computer Aided Systems Theory – EUROCAST 2017 - 16th International Conference, Revised Selected Papers. Moreno-Diaz, R., Quesada-Arencibia, A. & Pichler, F. (eds.). Springer, p. 416-423 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10671 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    3 Citations (Scopus)

  • Integrating Exploratory Landscape Analysis into Metaheuristic Algorithms

    Beham, A., Pitzer, E., Wagner, S. & Affenzeller, M., 2018, Computer Aided Systems Theory – EUROCAST 2017 - 16th International Conference, Revised Selected Papers. Moreno-Diaz, R., Quesada-Arencibia, A. & Pichler, F. (eds.). p. 473-480 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10671 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    1 Citation (Scopus)

  • Optimization Approaches for the Physical Internet

    Hauder, V., Pitzer, E. & Affenzeller, M., 2018, On the Move to Meaningful Internet Systems. OTM 2017 Workshops - Confederated International Workshops, EI2N, FBM, ICSP, Meta4eS, OTMA 2017 and ODBASE Posters 2017, Revised Selected Papers. Ciuciu, I., Vidal, M.-E., Debruyne, C., Panetto, H., Bollen, P., Meersman, R. & Weichhart, G. (eds.). Springer, p. 236-245 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10697 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    3 Citations (Scopus)

  • Quasi-bistability of walk-based landscape measures in stochastic fitness landscapes

    Werth, B., Pitzer, E., Ostermayer, G. & Affenzeller, M., 2 Jul 2018, GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 1087-1094 8 p. (GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Simulation-based optimization approach for PI networks

    Haider, C., Kinast, A., Kritzinger, S., Pitzer, E. & Affenzeller, M., 2018, Proceedings of the 5th International Physical Internet Conference (IPIC 2018).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution

  • Surrogate-assisted high-dimensional optimization on microscopic traffic simulators

    Werth, B., Pitzer, E., Ostermayer, G. & Affenzeller, M., 2018, 30th European Modeling and Simulation Symposium, EMSS 2018. Merkuryev, Y., Piera, M. A., Longo, F., Bruzzone, A. G., Affenzeller, M. & Jimenez, E. (eds.). DIME UNIVERSITY OF GENOA, p. 46-53 8 p. (30th European Modeling and Simulation Symposium, EMSS 2018).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2017

    Enabling High-Dimensional Surrogate-Assisted Optimization by Using Sliding Windows

    Werth, B., Pitzer, E. & Affenzeller, M., 15 Jul 2017, GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion. ACM Sigevo, p. 1630-1637 8 p. (GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    4 Citations (Scopus)

  • Parameter selection for "pcma " using surrogate-Assisted blackbox optimization and microscopic traffic simulation

    Werth, B., Pitzer, E., Affenzeller, M. & Backfrieder, C., 2017, 29th European Modeling and Simulation Symposium, EMSS 2017, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2017. Longo, F., Affenzeller, M., Piera, M. A., Bruzzone, A. G. & Jimenez, E. (eds.). CAL-TEK S.r.l., p. 117-124 8 p. (29th European Modeling and Simulation Symposium, EMSS 2017, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2017).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    1 Citation (Scopus)

  • Parameter Selection for “PCMA*” Using Surrogate-Assisted Black-Box Optimization and Microscopic Traffic Simulation

    Translated title of the contribution: Parameter Selection for “PCMA*” Using Surrogate-Assisted Black-Box Optimization and Microscopic Traffic SimulationWerth, B., Pitzer, E., Affenzeller, M. & Backfrieder, C., 2017, Proceedings of the 29th European Modeling and Simulation Symposium, 2017, Barcelona, Spain.

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution

  • Simulation-Based Optimization in the Field of Physcial Internet

    Haider, C., Pitzer, E. & Affenzeller, M., 2017, Proceedings of the 4th International Physical Internet Conference (IPIC 2017). 6 p.

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • 2016

    Logistic Optimization for Renewable Energy Carriers

    Kronberger, G., Pitzer, E., Kühner, S. & Lenz, K., 2016, 14. Symposium Energieinnovation (EnInnov2016). Verlag der Technischen Universität Graz, p. 1-12

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution

  • 2015

    Smooth symbolic regression: Transformation of symbolic regression into a real-valued optimization problem

    Pitzer, E. & Kronberger, G., 2015, Computer Aided Systems Theory – EUROCAST 2015 - 15th International Conference, Revised Selected Papers. Pichler, F., Moreno-Díaz, R. & Quesada-Arencibia, A. (eds.). Springer, p. 375-383 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9520).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • 2014

    Designing Trans-European Logistics Networks for Biogenic Residues-based Energy Carrier Production

    Rotter, S., Brunner, S., Pitzer, E., Hutterer, S. & Rohrhofer, C., 2014, Proceedings 4th Central European Biomass Conference. p. 235-235

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution

  • Simulations-basierte Optimierung von Biomasse-Logistik

    Translated title of the contribution: Simulation-based optimization of biomass-logisticsKronberger, G., Pitzer, E., Hutterer, S. & Brunner, S., 2014, Tagungsband des 8. Forschungsforum der österreichischen Fachhochschulen.

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution

  • 2013

    Automatic algorithm selection for the quadratic assignment problem using fitness landscape analysis

    Pitzer, E., Beham, A. & Affenzeller, M., 2013, Evolutionary Computation in Combinatorial Optimization - 13th European Conference, EvoCOP 2013, Proceedings. Springer, p. 109-120 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7832 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    17 Citations (Scopus)

  • Fitness landscape based parameter estimation for robust taboo search

    Beham, A., Pitzer, E. & Affenzeller, M., 2013, Computer Aided Systems Theory, EUROCAST 2013 - 14th International Conference, Revised Selected Papers. PART 1 ed. IUCTC Las Palmas de Gran Canaria, p. 292-299 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8111 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    5 Citations (Scopus)

  • Measurement of anisotropy in fitness landscapes

    Pitzer, E. & Affenzeller, M., 2013, Computer Aided Systems Theory, EUROCAST 2013 - 14th International Conference, Revised Selected Papers. PART 1 ed. Springer, p. 340-347 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8111 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Yard storage assignment optimisation with neutral walks

    Kofler, M., Beham, A., Pitzer, E., Wagner, S. & Affenzeller, M., 2013, Computer Aided Systems Theory, EUROCAST 2013 - 14th International Conference, Revised Selected Papers. PART 1 ed. Springer, p. 356-363 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8111 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • 2012

    A comprehensive survey on fitness landscape analysis

    Pitzer, E. & Affenzeller, M., 2012, Recent Advances in Intelligent Engineering Systems. Fodor, J., Klempous, R. & Araujo, C. P. S. (eds.). Springer, p. 161-191 31 p. (Studies in Computational Intelligence; vol. 378).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    183 Citations (Scopus)

  • Generic hardness estimation using fitness and parameter landscapes applied to Robust Taboo Search and the quadratic assignment problem

    Pitzer, E., Beham, A. & Affenzeller, M., 2012, GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion. ACM Sigevo, p. 393-400 8 p. (GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    9 Citations (Scopus)

  • Integration of Flexible Interfaces in Optimization Software Frameworks for Simulation-Based Optimization

    Beham, A., Pitzer, E., Wagner, S., Affenzeller, M., Altendorfer, K., Felberbauer, T. & Bäck, M., 2012, GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion. ACM Sigevo, p. 125-132 8 p. (GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    11 Citations (Scopus)

  • On the Analysis, Classification and Prediction of Metaheuristic Algorithm Behavior For Combinatorial Optimization Problems

    Scheibenpflug, A., Wagner, S., Pitzer, E., Burlacu, B. & Affenzeller, M., 2012, 24th European Modeling and Simulation Symposium, EMSS 2012. p. 368-372 5 p. (24th European Modeling and Simulation Symposium, EMSS 2012).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution

    5 Citations (Scopus)

  • Optimization Knowledge Base: An Open Database for Algorithm and Problem Characteristics and Optimization Results

    Scheibenpflug, A., Wagner, S., Pitzer, E. & Affenzeller, M., 2012, GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion. ACM Sigevo, p. 141-148 8 p. (GECCO'12 - Proceedings of the 14th International Conference on Genetic and Evolutionary Computation Companion).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    6 Citations (Scopus)

  • Prioritätsregelbasierte Produktionsoptimierung mit genetischer Programmierung und einem Lösungsarchiv

    Translated title of the contribution: Priority Rule-Based Production Optimization with Genetic Programming and a Solution ArchivePitzer, E., Beham, A., Affenzeller, M., Heiss, H. & Vorderwinkler, M., 2012, Tagungsband FFH 2012. FH Joanneum, p. 113-117

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution

  • 2011

    A New Metric to Measure Distances Between Solutions to the Quadratic Assignment Problem

    Beham, A., Pitzer, E. & Affenzeller, M., 2011, LINDI 2011 - 3rd IEEE International Symposium on Logistics and Industrial Informatics, Proceedings. p. 45-50 6 p. 6031161. (LINDI 2011 - 3rd IEEE International Symposium on Logistics and Industrial Informatics, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution

    4 Citations (Scopus)

  • Fitness landscape analysis of a simulation optimisation problems with HeuristicLab

    Bolshakov, V., Pitzer, E. & Affenzeller, M., 2011, Proceedings - UKSim 5th European Modelling Symposium on Computer Modelling and Simulation, EMS 2011. p. 107-112 6 p. 6131197. (Proceedings - UKSim 5th European Modelling Symposium on Computer Modelling and Simulation, EMS 2011).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    7 Citations (Scopus)

  • HeuristicLab 3.3: Ein erweiterbares und flexibles Softwaresystem für heuristische Optimierung

    Translated title of the contribution: HeuristicLab 3.3: An Extendable and Flexible Software System for Heuristic OptimizationWagner, S., Beham, A., Kronberger, G., Kommenda, M., Pitzer, E., Kofler, M., Vonolfen, S., Winkler, S., Dorfer, V. & Affenzeller, M., 2011, Tagungsband FFH 2011 (5. Forschungsforum der österreichischen Fachhochschulen). FH Campus Wien, p. 164-165

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Production fine planning using a solution archive of priority rules

    Pitzer, E., Beham, A., Affenzeller, M., Heiss, H. & Vorderwinkler, M., 2011, LINDI 2011 - 3rd IEEE International Symposium on Logistics and Industrial Informatics, Proceedings. p. 111-116 6 p. 6031130. (LINDI 2011 - 3rd IEEE International Symposium on Logistics and Industrial Informatics, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    9 Citations (Scopus)
  • 2010

    A Closer Look Down the Basins of Attraction

    Pitzer, E., Affenzeller, M. & Beham, A., 2010, 2010 UK Workshop on Computational Intelligence, UKCI 2010. IEEE, 6 p. 5625595. (2010 UK Workshop on Computational Intelligence, UKCI 2010).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    12 Citations (Scopus)

  • HeuristicLab 3.3: A unified approach to metaheuristic optimization

    Wagner, S., Beham, A., Kronberger, G., Kommenda, M., Pitzer, E., Kofler, M., Vonolfen, S., Winkler, S., Dorfer, V. & Affenzeller, M., 2010, Actas del séptimo congreso español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'2010). 8 p.

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • On-line parameter optimization strategies for metaheuristics

    Affenzeller, M., Pöllabauer, L., Kronberger, G., Pitzer, E., Wagner, S., Winkler, S., Beham, A. & Kofler, M., 2010, 22th European Modeling and Simulation Symposium, EMSS 2010. p. 31-36 6 p. (22th European Modeling and Simulation Symposium, EMSS 2010).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • 2007

    Benefits of Plugin-Based Heuristic Optimization Software Systems

    Wagner, S., Winkler, S., Pitzer, E., Kronberger, G., Beham, A., Braune, R. & Affenzeller, M., Nov 2007, Computer Aided Systems Theory - EUROCAST 2007 - 11th International Conference on Computer Aided Systems Theory, Revised Selected Papers. 4739 ed. IUCTC Las Palmas de Gran Canaria, Vol. 4739. p. 747-754 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4739 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

    21 Citations (Scopus)
  • 2005

    Decomposed dynamic programming for concurrent sequence alignment

    Pitzer, E., 2005, WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings. p. 104-108 5 p. (WMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings; vol. 4).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

  • Parallel progressive Multiple Sequence Alignment

    Pitzer, E., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 473-482 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3643 LNCS).

    Research output: Chapter in Book/Report/Conference proceedings › Conference contribution › peer-review

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