Analytics and Optimization Lab

Prof. Dr. Alexander Martin

The Analytics and Optimization Lab explores cutting-edge optimization methods on a mathematical basis. This is where theory meets practice: all members of the Lab have many years of experience in solving optimization problems, both from outstanding research and from large industrial projects.
 
We design mathematical models for real-world problems in close collaboration with our application and research partners. In order to efficiently solve these models, we develop specially adapted and robust algorithms and evaluate them both in industrial applications and in theory. We use mixed-integer linear and nonlinear optimization techniques as well as robust, multi-stage and combinatorial optimization. The strategies and structures we design are used in many practice-relevant areas, including the following sectors:

  • Combined transportation of passengers and goods
  • Energy supply and management
  • Optimization in the food industry
  • Logistics processes in the healthcare sector
  • Supply chain management
  • Finance and banking
  • Urban design & building management
  • Diverse applications in engineering

Prof. Dr. Alexander Martin
Professor of Analytics and Optimization

Research Projects

© AdobeStock/lc design

TRR 154 (A05): Decomposition methods for mixed-integer optimal control

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© AdobeStock/FilippoCarlot

TRR 154 (B07): Multidimensional auction design with (mixed) integer network constraints

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© AdobeStock/Ben

ROMSOC: Reduced Order Modelling,
Simulation and Optimization of Coupled systems

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© AdobeStock/pat

Reliable domestic (organic) food through sensory detection methods

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© AdobeStock/picturehouse

AI-supported operating room
management (KI-gestütztes Operationssaal-Management, KIOM)

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© AdobeStock/TenWit

Process optimization
for hospital logistics

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© DB Cargo Polska

Analysis and collection
of requirements for an integrated
planning system

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© MEV-Verlag

Energy-efficient timetable optimization for the Nuremberg subway

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© AdobeStock/Travelmania

Alliance AI and optimization for combined transport (ship, rail, road)

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© AdobeStock/denbelitsky

Energy-efficient coordination and control of rail traffic in real time

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© DB Cargo Polska

Integrated locomotive and wagon
scheduling in the long-term planning perspective

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Further Research Projects

You can find more research projects on the profile page of Prof. Alexander Martin

Publications

List of publications of Prof. Dr. Alexander Martin on Google Scholar

Team Analytics and Optimization Lab

Prof. Alexander Martin

Founding Vice President for Research, Innovation and Entrepreneurship

Milan Adhikari

Doctoral Researcher

Dr. Robert Burlacu

Postdoctoral Researcher

Max Engelhardt

Doctoral Researcher

Dr. Lukas Glomb

Postdoctoral Researcher

Adrian Göß

Doctoral Researcher

Johannes Hahn

Doctoral Researcher

Jan Krause

Doctoral Researcher

Tobias Kuen

Doctoral Researcher

Dr. Jonasz Staszek

Postdoctoral Researcher

Sonja Weiland

Doctoral Researcher