Math, Numerical Methods & Data Analytics

Core Concepts in Mathematical Programming

Foundations and Applications of Mathematical Programming

Workload: 448 hours Topics: Introduction to Math, Numerical Methods & Data Analytics
Initial Registration โ€” 80 EUR This initial payment is credited toward tuition. Program-specific discounts may apply.
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Program overview

Core Concepts in Mathematical Programming delivers an in-depth exploration of mathematical techniques essential for solving optimization problems across various domains. Participants will engage in a project-based learning environment, focusing on practical applications of linear programming, integer programming, and nonlinear programming. The course emphasizes hands-on experience, enabling learners to apply theoretical concepts to real-world scenarios, enhancing their problem-solving capabilities and analytical skills.
Throughout the program, attendees will work on collaborative projects that culminate in a final presentation. This project will involve formulating and solving a complex optimization problem relevant to their field of interest. Participants are encouraged to publish their findings in Cademix Magazine, fostering a culture of knowledge sharing and professional development. The course structure is designed to equip learners with the tools necessary for effective decision-making and resource allocation in their careers.
Introduction to Mathematical Programming
Linear Programming: Theory and Applications
Integer Programming Techniques
Nonlinear Programming Fundamentals
Sensitivity Analysis and Duality
Network Flow Problems
Dynamic Programming Concepts
Heuristic Methods for Optimization
Case Studies in Industry Applications
Final Project: Formulating and Solving an Optimization Problem

Learning goal

Develop proficiency in mathematical programming techniques and their applications in real-world scenarios.

Target group

Graduates, job seekers, business professionals, and optionally researchers or consultants.

Prerequisites

Basic knowledge of calculus and linear algebra.

Format and certification

Teaching method: Project-based, interactive.

Certificate: Certificate of Attendance, Certificate of Expert.

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Cademix Institute of Technology e.U.Continuing Education ยท Professional Development ยท Austria