14495 - Optimization in Business Transformation Modulübersicht

Module Number: 14495
Module Title:Optimization in Business Transformation
  Optimierung der Unternehmensumwandlung
Department: Faculty 5 - Business, Law and Social Sciences
Responsible Staff Member:
  • Prof. Dr. rer. pol. Xie, Lin
Language of Teaching / Examination:English
Duration:1 semester
Frequency of Offer: Every summer semester
Credits: 6
Learning Outcome:By the end of this course, students will be able to:
  1. Understand Optimization Concepts
  • Grasp the fundamentals of optimization and its role in business transformation.
  • Differentiate between various types of optimization problems, such as linear, integer,  network, and dynamic optimization.
  • Formulate and Solve Optimization Problems
    • Translate real-world business challenges into mathematical optimization models.
    • Solve optimization problems using techniques such as Linear Programming, Network Optimization, and Integer Programming.
  • Apply Optimization to Business Scenarios
    • Implement optimization solutions in key business areas like supply chain management, resource allocation, marketing, and financial decision-making.
    • Analyze how optimization contributes to process improvement, cost reduction, and strategic decision-making.
  • Utilize Optimization Tools and Software
    • Gain hands-on experience with industry-standard tools like LINGO or Delphi.
    • Develop proficiency in interpreting and presenting optimization results to stakeholders.
  • Develop Critical Thinking and Analytical Skills
    • Critically evaluate optimization models for validity and applicability in business scenarios.
    • Perform sensitivity analysis to assess the impact of changes in constraints or inputs.
  • Connect Optimization with Business Transformation Goals
    • Explore case studies demonstrating the impact of optimization on business transformation.
    • Learn to align optimization initiatives with strategic business objectives to drive innovation and competitiveness.
    Contents:
    • Foundations of Optimization in Business 
    • Linear Optimization Techniques
    • Integer Programming
    • Network Optimization
    • Standort- und Tourenplanung
    • Business Applications and Transformation
    Recommended Prerequisites:
    • basic mathematical knowledge is desired, such as the content of Module 11112 Mathematik IT-1
    Mandatory Prerequisites:None
    Forms of Teaching and Proportion:
    • Lecture / 2 Hours per Week per Semester
    • Exercise / 2 Hours per Week per Semester
    • Self organised studies / 120 Hours
    Teaching Materials and Literature:
    • Winston W. L. Operations Research: Applications and Algorithms, fourth edition, Thomson, 2004
    Further materials are provided via Moodle (including lecture slides and additional materials including videos, readings etc.)
    Module Examination:Final Module Examination (MAP)
    Assessment Mode for Module Examination:
    • Written Test, 90 minutes
    Bonus points (10 % of total points) can be earned through the group assignment and will be added to your final score only if you pass the written test.
    Evaluation of Module Examination:Performance Verification – graded
    Limited Number of Participants:60
    Part of the Study Programme:
    • Bachelor (research-oriented) / Angewandte Naturwissenschaften / PO 2024
    • Bachelor (research-oriented) / Architektur / PO 2014
    • Bachelor (research-oriented) - Double Degree / Architektur / PO 2014
    • Bachelor (research-oriented) / Architektur / PO 2022
    • Master (research-oriented) / Architektur / PO 2016
    • Master (research-oriented) / Artificial Intelligence / PO 2022
    • Master (research-oriented) / Bauen und Erhalten / PO 2007
    • Bachelor (research-oriented) - Extended Semester / Bauingenieurwesen / PO 2017
    • Bachelor (research-oriented) / Bauingenieurwesen / PO 2017
    • Bachelor (research-oriented) - Extended Semester / Bauingenieurwesen / PO 2022
    • Master (research-oriented) / Bauingenieurwesen / PO 2014
    • Bachelor (research-oriented) - Co-Op Programme with Integrated Vocational Training / Bauingenieurwesen - dual / PO 2017
    • Bachelor (research-oriented) - Co-Op Programme with Integrated Vocational Training / Bauingenieurwesen - dual / PO 2022
    • Bachelor (research-oriented) - Co-Op Programme with Practical Placement / Bauingenieurwesen - dual / PO 2022
    • Bachelor (research-oriented) / Bau- und Kunstgeschichte / PO 2022
    • Bachelor (applied) / Betriebswirtschaftslehre / PO 2017
    • Bachelor (research-oriented) / Betriebswirtschaftslehre / PO 2017
    • Bachelor (research-oriented) / Betriebswirtschaftslehre / PO 2024
    • Master (research-oriented) / Betriebswirtschaftslehre / PO 2017
    • Bachelor (applied) - Co-Op Programme with Practical Placement / Betriebswirtschaftslehre - dual / PO 2019
    • Bachelor (research-oriented) - Co-Op Programme with Practical Placement / Betriebswirtschaftslehre - dual / PO 2024
    • Bachelor (applied) / Biotechnologie / PO 2018
    • Master (applied) / Biotechnology / PO 2018
    • Master (applied) - Extended Semester / Biotechnology / PO 2018
    • Master (research-oriented) / Cyber Security / PO 2017
    • Bachelor (research-oriented) / Digitale Gesellschaft / PO 2022
    • Bachelor (research-oriented) / eBusiness / PO 2007
    • Master (research-oriented) / eBusiness / PO 2007
    • Bachelor (applied) / Elektrotechnik / PO 2018
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    • Master (applied) / Elektrotechnik / PO 2018
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    • Master (research-oriented) / Elektrotechnik / PO 2014
    • Master (research-oriented) / Elektrotechnik / PO 2019
    • Master (research-oriented) / Elektrotechnik / PO 2023
    • Bachelor (applied) - Co-Op Programme with Integrated Vocational Training / Elektrotechnik - dual / PO 2018
    • Bachelor (applied) - Co-Op Programme with Practical Placement / Elektrotechnik - dual / PO 2018
    • Bachelor (research-oriented) - Co-Op Programme with Integrated Vocational Training / Elektrotechnik - dual / PO 2022
    • Bachelor (research-oriented) - Co-Op Programme with Practical Placement / Elektrotechnik - dual / PO 2022
    • Bachelor (research-oriented) / Energietechnik und Energiewirtschaft / PO 2021
    • Master (research-oriented) / Energietechnik und Energiewirtschaft / PO 2021
    • Bachelor (applied) / Hebammenwissenschaft / PO 2021
    • Bachelor (applied) - Co-Op Programme with Integrated Vocational Training / Hebammenwissenschaft / PO 2021
    • Master (research-oriented) / Hybrid Electric Propulsion Technology / PO 2024
    • Bachelor (research-oriented) / Informations- und Medientechnik / PO 2017
    • Bachelor (applied) / Instrumental- und Gesangspädagogik / PO 2019
    • Master (research-oriented) / Klimagerechtes Bauen und Betreiben / PO 2018
    • Bachelor (research-oriented) / Kultur und Technik / PO 2017
    • Master (research-oriented) / Kultur und Technik / PO 2017
    • Bachelor (research-oriented) / Künstliche Intelligenz / PO 2022
    • Bachelor (research-oriented) / Künstliche Intelligenz Technologie / PO 2022
    • Master (research-oriented) / Künstliche Intelligenz Technologie / PO 2022
    • Bachelor of Education / Lehramt Primarstufe / PO 2023
    • Master (research-oriented) / Leichtbau und Werkstofftechnologie / PO 2023
    • Master (research-oriented) - Co-Op Programme with Practical Place / Leichtbau und Werkstofftechnologie - dual / PO 2023
    • Bachelor (applied) / Maschinenbau / PO 2018
    • Bachelor (research-oriented) / Maschinenbau / PO 2006
    • Bachelor (research-oriented) / Maschinenbau / PO 2021
    • Master (applied) / Maschinenbau / PO 2018
    • Master (applied) - Extended Semester / Maschinenbau / PO 2018
    • Master (research-oriented) / Maschinenbau / PO 2006
    • Master (research-oriented) / Maschinenbau / PO 2023
    • Master (research-oriented) - Reduced Semester / Maschinenbau / PO 2023
    • Bachelor (applied) - Co-Op Programme with Practical Placement / Maschinenbau - dual / PO 2018
    • Bachelor (research-oriented) - Co-Op Programme with Integrated Vocational Training / Maschinenbau - dual / PO 2021
    • Bachelor (research-oriented) - Co-Op Programme with Practical Placement / Maschinenbau - dual / PO 2021
    • Master (research-oriented) - Co-Op Programme with Practical Place / Maschinenbau - dual / PO 2023
    • Bachelor (research-oriented) / Materialchemie / PO 2018
    • Master (research-oriented) / Materialchemie / PO 2018
    • Bachelor (research-oriented) / Medizininformatik / PO 2016
    • Bachelor (research-oriented) / Medizintechnik / PO 2022
    • Bachelor (research-oriented) - Co-Op Programme with Practical Placement / Medizintechnik - dual / PO 2022
    • Master (research-oriented) / Micro- and Nanoelectronics / PO 2024
    • Bachelor (applied) / Pflegewissenschaft / PO 2017
    • Bachelor (applied) / Pflegewissenschaft / PO 2020
    • Bachelor (applied) - Co-Op Programme with Integrated Vocational Training / Pflegewissenschaft / PO 2020
    • Master (research-oriented) / Physics / PO 2021
    • Bachelor (research-oriented) / Physik / PO 2021
    • Master (research-oriented) / Physik / PO 2018
    • Master (research-oriented) / Power Engineering / PO 2016
    • Bachelor (applied) / Soziale Arbeit / PO 2018
    • Bachelor (applied) / Soziale Arbeit / PO 2020
    • Bachelor (applied) - Double Degree / Soziale Arbeit / PO 2020
    • Master (applied) / Soziale Arbeit / PO 2018
    • Master (applied) / Soziale Arbeit / PO 2020
    • Bachelor (research-oriented) / Städtebau und Stadtplanung / PO 2019
    • Master (research-oriented) / Stadtplanung / PO 2019
    • Bachelor (research-oriented) / Stadtplanung und Städtebau / PO 2023
    • Bachelor (research-oriented) / Stadt- und Regionalplanung / PO 2016
    • Master (research-oriented) / Stadt- und Regionalplanung / PO 2017
    • Master (research-oriented) / Stadt- und Regionalplanung / PO 2023
    • Bachelor (applied) / Therapiewissenschaften / PO 2017
    • Master (research-oriented) / Transformation Studies / PO 2024
    • Bachelor (research-oriented) / Umweltingenieurwesen / PO 2006
    • Bachelor (research-oriented) / Umweltingenieurwesen / PO 2021
    • Master (research-oriented) / Umweltingenieurwesen / PO 2012
    • Master (research-oriented) / Umweltingenieurwesen / PO 2021
    • Bachelor (research-oriented) / Wirtschaftsinformatik / PO 2024
    • Bachelor (applied) / Wirtschaftsingenieurwesen / PO 2018
    • Bachelor (research-oriented) / Wirtschaftsingenieurwesen / PO 2008
    • Bachelor (research-oriented) / Wirtschaftsingenieurwesen / PO 2019
    • Bachelor (research-oriented) / Wirtschaftsingenieurwesen / PO 2023
    • Master (applied) / Wirtschaftsingenieurwesen / PO 2018
    • Master (applied) - Extended Semester / Wirtschaftsingenieurwesen / PO 2018
    • Master (research-oriented) / Wirtschaftsingenieurwesen / PO 2008
    • Master (research-oriented) / Wirtschaftsingenieurwesen / PO 2019
    • Bachelor (applied) - Co-Op Programme with Integrated Vocational Training / Wirtschaftsingenieurwesen - dual / PO 2018
    • Bachelor (applied) - Co-Op Programme with Practical Placement / Wirtschaftsingenieurwesen - dual / PO 2018
    • Bachelor (research-oriented) - Co-Op Programme with Integrated Vocational Training / Wirtschaftsingenieurwesen - dual / PO 2023
    • Bachelor (research-oriented) - Co-Op Programme with Practical Placement / Wirtschaftsingenieurwesen - dual / PO 2023
     This module has been approved for the general studies.
    Remarks:None
    Module Components:Lecture and Excercise
    Components to be offered in the Current Semester: