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Optimization and Analytics
Engineering & Social Sciences Program
Madrid, Spain
Dates: 8/30/21 - 12/23/21
Optimization and Analytics
OVERVIEW
CEA CAPA Partner Institution: Universidad Carlos III de Madrid
Location: Madrid, Spain
Primary Subject Area: Computer Sciences
Instruction in: English
Course Code: 16501
Transcript Source: Partner Institution
Course Details: Level 300
Recommended Semester Credits: 3
Contact Hours: 42
Prerequisites: Basic knowledge of mathematics and statistics
DESCRIPTION
1. Introduction: process modeling in decision-making problems
2. Linear Models: modeling, applications, Simplex method
3. Discrete Models: applications, binary variables, logic constraints, algorithms
4. Non-linear Models: applications, optimality conditions, algorithms for machine learning
5. Case Studies
2. Linear Models: modeling, applications, Simplex method
3. Discrete Models: applications, binary variables, logic constraints, algorithms
4. Non-linear Models: applications, optimality conditions, algorithms for machine learning
5. Case Studies