Nonlinear Programming 2025-II

Dr. Isaac CAICEDO-CASTRO

Ph.D. (Univ. Grenoble Alpes), Ph.D. (Unal), M.Sc. (Uniandes), B.Sc. (UPB)

Professor at the University of Córdoba

Topics:

• Introduction

• Unconstrained Nonlinear Programming

• Constrained Nonlinear Programming

Announcement

• Welcome to 411111, 2025-II

• Click here to join the monthly virtual lecture through Google Meet

• Click here to access the description of the first assignment (Campus: Sahagún)

• Click here to access the description of the second assignment (Campus: Sahagún)

• Click here to access the description of the third assignment (Campus: Sahagún)

• Click here to access the description of the first assignment (Campus: Montería - On Wednesday)

• Click here to access the description of the second assignment (Campus: Montería - On Wednesday)

• Click here to access the description of the third assignment (Campus: Montería - On Wednesday)

• Click here to access the description of the first assignment (Campus: Montería - On Tuesday)

• Click here to access the description of the second assignment (Campus: Montería - On Tuesday)

• Click here to access the description of the third assignment (Campus: Montería - On Tuesday)

• Click here to access the description of the first assignment (Campus: Lorica)

• Click here to access the description of the second assignment (Campus: Lorica)

• Click here to access the description of the third assignment (Campus: Lorica)

• Click here to watch the lecture given on September 18 at 3:00 PM

• Click here to watch the lecture given on September 17 at 3:00 PM

• Click here to watch the lecture given on September 16 at 3:00 PM

• Click here to watch the lecture given on September 15 at 3:00 PM

• Click here to watch the lecture given on September 10 at 4:00 PM

• Click here to watch the lecture given on September 9 at 4:00 PM

• Click here to watch the lecture given on September 3 at 4:00 PM

• Click here to watch a video introducing the course logistics and the use of Colab (New Sep 1st).

• You can download the Dataset for regression by clicking here

Office hours

Fridays, 3:00 PM - 5:00 PM, Telecommunications and Systems Department bureau. You'll need to request an appointment in advance by email, in the message you should describe your doubts in detail. If you don't live in Montería, I'll reply with a Google Meet link. In the subject, you must indicate the course name, your group, and the subject itself, otherwise, I might ignore the message. 

Evaluation

• The course is split into three parts, in everyone, each coursework weighs the same.

• The coursework might be assignments or exams

• You ought to study in advance each topic as well as previous lectures, so you must be prepared for a quick reading assessment

• You must pay attention to the announcement section of this page, herein I'll let you know the news of interest for all of you about evaluations, grading criteria, and so forth

• Late coursework won't be accepted

Resources

• Fourer, R., Gregory, J. (1997). Nonlinear Programming Frequently Asked Questions

• Beasley J. (1990). OR-Library Project

• Numpy website

• Pytorch website

• Colab website

• Kaggle website.