Prof. Dr. Robert Klein

Professor
Prof. Dr. Robert Klein: Analytics & Optimization
Phone: +49 821 598-4150
Fax: +49 821 598-4226
Email:
Room: 2314 (J)
Open hours: by arrangement
Address: Universitätsstraße 16, 86159 Augsburg

Short Bio

After studying business administration and information systems and working as a research assistant at the Technical University of Darmstadt, Robert Klein became a full professor at the University of Augsburg in 2006. There he holds the Chair for Analytics & Optimization.

Robert Klein has been involved in research and development in the areas of pricing and revenue management, last-mile logistics, and operations research. He is excited about solving real-world problems by analytics and, therefore, is very much interested in transferring the results of his team’s research to industry. In recent years, he has done projects in cooperation with Daimler, GLS, IBM, Lufthansa Systems, Sixt, and TUI, with most of the projects having a strong emphasis on analytical pricing. He has published in journals such as Computers & Operations Research, European Journal of Operational Research, INFORMS Journal on Computing, Omega, OR Spectrum, or Transportation Science. Furthermore, he is the co-author of several textbooks on business mathematics, operations research, and revenue management. From October 2015 to October 2019, he was also the dean of the Faculty of Business & Economics at the University of Augsburg. Since July 2021, he has been appointed department editor „Data-Driven Services and Operations“ for the journal OR Spectrum (jointly with Jan-Fabian Ehmke, University of Vienna).

 

Publications

2017 | 2015 | 2014 | 2011 | 2008 | 2005 | 2000 | 1999

2017

Otto Opitz, Stefan Etschberger, Wolfgang Burkart and Robert Klein
Mathematik–Lehrbuch für das Studium der Wirtschaftswissenschaften

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2015

Wolfgang Domschke, Andreas Drexl, Robert Klein and Armin Scholl
Einführung in Operations Research

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Wolfgang Domschke, Andreas Drexl, Robert Klein, Armin Scholl and Stefan Voß
Übungen und Fallbeispiele zum Operations Research

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2014

Otto Opitz, Robert Klein and Wolfgang Burkart
Mathematik-Übungsbuch: für das Studium der Wirtschaftswissenschaften; 150 Verständnisfragen und 250 Rechenaufgaben mit ausführlichen Lösungen

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2011

Otto Opitz and Robert Klein
Mathematik: Lehrbuch für Ökonomen

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Robert Klein and Armin Scholl
Planung und Entscheidung: Konzepte, Modelle und Methoden einer modernen betriebswirtschaftlichen Entscheidungsanalyse [unserem akademischen Lehrer Wolfgang Domschke]

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2008

Robert Klein and Claudius Steinhardt
Revenue-Management: Grundlagen und mathematische Methoden

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2005

Robert Klein
Revenue Management: Grundlagen und Methoden der Kapazitätssteuerung

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Habilitationsschrift, TU Darmstadt

2000

Robert Klein
Scheduling of resource-constrained projects

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1999

Robert Klein
Project scheduling under time varying resource constraints

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2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2005 | 2004 | 2003 | 2001 | 2000 | 1999 | 1998 | 1997 | 1996

2024

Julia Heger and Robert Klein
Assortment optimization: a systematic literature review

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Jan Fabian Ehmke, Robert Klein, Claudius Steinhardt and Arne Strauss
Data-driven demand and supply management for online-to-offline logistic services [Editorial]

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Julia Heger and Robert Klein
Group-constrained assortment optimization under the multinomial logit model

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Lukas Janinhoff, Robert Klein and Daniel Scholz
Multitrip vehicle routing with delivery options: a data-driven application to the parcel industry

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Lukas Janinhoff, Robert Klein, Daniela Sailer and Jim Morten Schoppa
Out-of-home delivery in last-mile logistics: a review

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2023

Sebastian Spindler, Claudius Steinhardt and Robert Klein
Exact solution approaches for order acceptance and scheduling decisions in m-machine open shops

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David Fleckenstein, Robert Klein and Claudius Steinhardt
Recent advances in integrating demand management and vehicle routing: a methodological review

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2022

Fabian Anzenhofer and Robert Klein
On-Demand-Plattformen für den Öffentlichen Personennahverkehr

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2021

Georg Bechler, Claudius Steinhardt, Jochen Mackert and Robert Klein
Product line optimization in the presence of preferences for compromise alternatives

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2020

Robert Klein, Sebastian Koch, Claudius Steinhardt and Arne K. Strauss
A review of revenue management: recent generalizations and advances in industry applications

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Sebastian Koch and Robert Klein
Route-based approximate dynamic programming for dynamic pricing in attended home delivery

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2019

Robert Klein, Michael Neugebauer, Dimitri Ratkovitch and Claudius Steinhardt
Differentiated time slot pricing under routing considerations in attended home delivery

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Jochen Mackert, Claudius Steinhardt and Robert Klein
Integrating customer choice in differentiated slotting for last-mile logistics

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Robert Klein, Jochen Mackert and Claudius Steinhardt
Nachfragesteuerung im Online-Lebensmittelhandel

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2018

Robert Klein, Jochen Mackert, Michael Neugebauer and Claudius Steinhardt
A model-based approximation of opportunity cost for dynamic pricing in attended home delivery

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Arne K. Strauss, Robert Klein and Claudius Steinhardt
A review of choice-based revenue management: theory and methods

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Kristina Bayer, Sebastian Koch and Robert Klein
Monte Carlo Tree Search — ein Lösungsverfahren für dynamische Optimierungsprobleme an der Schnittstelle von Operations Research und Informatik

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2017

Oliver Faust, Jochen Gönsch and Robert Klein
Demand-oriented integrated scheduling for point-to-point airlines

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2016

Dominic Bühler, Robert Klein and Michael Neugebauer
Model-based delivery cost approximation in attended home services

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Sebastian Koch, Jochen Gönsch, Michael Hassler and Robert Klein
Practical decision rules for risk-averse revenue management using simulation-based optimization

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2015

Robert Klein and Johannes Kolb
Maximizing customer equity subject to capacity constraints

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2014

Alexander Baur, Robert Klein and Claudius Steinhardt
Model-based decision support for optimal brochure pricing: applying advanced analytics in the tour operating industry

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Andreas Deckert and Robert Klein
Simulation-based optimization of an agent-based simulation

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2013

Stefan Mayer, Robert Klein and Stephanie Seiermann
A simulation-based approach to price optimisation of the mixed bundling problem with capacity constraints

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Jochen Gönsch, Robert Klein, Michael Neugebauer and Claudius Steinhardt
Dynamic pricing with strategic customers

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2012

Wolfgang Burkart, Robert Klein and Stefan Mayer
Product line pricing for services with capacity constraints and dynamic substitution

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Anita Petrick, Claudius Steinhardt, Jochen Gönsch and Robert Klein
Using flexible products to cope with demand uncertainty in revenue management

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2011

Hans Ulrich Buhl, Robert Klein, Johannes Kolb and Andrea Landherr
CR2M — an approach for capacity control considering long-term effects on the value of a customer for the company

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Robert Klein, Michael Neugebauer and Armin Scholl
Software zur Entscheidungsanalyse — eine Marktübersicht

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2010

Andreas Deckert and Robert Klein
Agentenbasierte Simulation zur Analyse und Lösung betriebswirtschaftlicher Entscheidungsprobleme

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Anita Petrick, Jochen Gönsch, Claudius Steinhardt and Robert Klein
Dynamic control mechanisms for revenue management with flexible products

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2009

Jochen Gönsch, Robert Klein and Claudius Steinhardt
Dynamic pricing – state-of-the-art

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2008

Jochen Gönsch, Robert Klein and Claudius Steinhardt
Discrete Choice Modelling (Teil I)

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Jochen Gönsch, Robert Klein and Claudius Steinhardt
Discrete Choice Modelling (Teil II)

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2007

Robert Klein
Network capacity control using self-adjusting bid-prices

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Alf Kimms and Robert Klein
Revenue management [Editorial]

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2005

Wolfgang Domschke, Robert Klein and Anita Petrick
Revenue Management - Instrumente zur Erlösmaximierung im Luftverkehr

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2004

Wolfgang Domschke and Robert Klein
Bestimmung von Opportunitätskosten am Beispiel des Produktionscontrolling

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Armin Scholl, Robert Klein and Lutz Häselbarth
Planung im Spannungsfeld zwischen Informationsdynamik und zeitlichen Interdependenzen

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2003

Robert Klein and Anita Petrick
Revenue Management - eine weitere Erfolgsstory des Operations Research

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2001

Robert Klein
Revenue Management: quantitative Methoden zur Erlösmaximierung in der Dienstleistungsproduktion

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2000

Robert Klein
Bidirectional planning: improving priority rule-based heuristics for scheduling resource-constrained projects

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Robert Klein and Armin Scholl
PROGRESS: Optimally solving the generalized resource-constrained project scheduling problem

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Wolfgang Domschke and Robert Klein
Produktionsprogrammplanung bei nichtlinearen Deckungsbeitragsfunktionen

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Robert Klein
Project scheduling with time-varying resource constraints

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Robert Klein and Armin Scholl
Scattered branch and bound - an adaptive search strategy applied to resource-constrained project scheduling

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1999

Armin Scholl and Robert Klein
Balancing assembly lines effectively – a computational comparison

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Robert Klein and Armin Scholl
Computing lower bounds by destructive improvement: an application to resource-constrained project scheduling

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A. Scholl and Robert Klein
ULINO: Optimally balancing U-shaped JIT assembly lines

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1998

Armin Scholl, Robert Klein and Wolfgang Domschke
Logistik: Aufgaben der Tourenplanung

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Armin Scholl, Robert Klein and Wolfgang Domschke
Logistik: Methoden der Tourenplanung

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Armin Scholl, Robert Klein and Wolfgang Domschke
Pattern based vocabulary building for effectively sequencing mixed-model assembly lines

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1997

Armin Scholl, Gabriela Krispin, Robert Klein and Wolfgang Domschke
Besser beschränkt: clever optimieren mit Branch and Bound

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Armin Scholl, Robert Klein and Christian Jürgens
Bison: a fast hybrid procedure for exactly solving the one-dimensional bin packing problem

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Armin Scholl and Robert Klein
Investitionsprogrammplanung bei Obelix GmbH & Co. KG

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Armin Scholl and Robert Klein
SALOME: A Bidirectional Branch-and-Bound Procedure for Assembly Line Balancing

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1996

Wolfgang Domschke, Robert Klein and Armin Scholl
Antizipative Leistungsabstimmung bei moderner Variantenfließfertigung

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Robert Klein and Armin Scholl
Maximizing the production rate in simple assembly line balancing - a branch and bound procedure

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Armin Scholl, Wolfgang Domschke and Robert Klein
Tabu Search - durch Verbote schneller optimieren

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Wolfgang Domschke, Robert Klein and Armin Scholl
Tabu Search - eine intelligente Lösungsstrategie für komplexe Optimierungsprobleme

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2020 | 2010 | 2009 | 2008 | 2005 | 2003 | 2001

2020

Robert Klein
Die Wirtschaftswissenschaftliche Fakultät: wir eröffnen Welten

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2010

Robert Klein and Oliver Faust
Constraint Programming

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Robert Klein and Oliver Faust
Genetische Algorithmen

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2009


Operations Research Proceedings 2008: Selected Papers of the Annual International Conference of the German Operations Research Society (GOR) University of Augsburg, September 3-5, 2008

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2008

Robert Klein
Constraint programming

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Robert Klein
Genetic algorithms

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2005

Wolfgang Domschke, Robert Klein and Anita Petrick
Preisdifferenzierung im Revenue Management

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A. Kimms and Robert Klein
Revenue Management im Branchenvergleich

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2003

Robert Klein
Multikriterielle Unternehmensbewertung mit dem Analytic Hierarchy Process

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2001

Wolfgang Domschke, Robert Klein and Armin Scholl
Netzplantechnik

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Wolfgang Domschke, Robert Klein and Armin Scholl
Stochastische Systeme

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Anzenhofer, F.; D. Fleckenstein, R. Klein und C. Steinhardt: Analyzing the Impact of Demand Management in Rural Shared Mobility-on-Demand Systems. 01/2024, Universität Augsburg.
 
Fleckenstein, D.; R. Klein, V. Klein und C. Steinhardt: On the Concept of Opportunity Cost in Integrated Demand Management and Vehicle Routing. 04/2024, Universität Augsburg.
 
Anzenhofer, F.; S. Schmidbaur, C. Steinhardt und R. Klein: The Potential of Governmental Regulation on Shared Mobility-on-Demand Systems. 05/2024, Universität Augsburg.
 
Sailer, D.; R. Klein und C. Steinhardt: Dynamic Demand Management for Parcel Lockers. 09/2024, Universität Augsburg.

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