Nonlinear Programming 2022-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, 2022-II
Click here to join the monthly virtual lecture through Google Meet
You can download the Dataset for regression by clicking here
I kindly thank you in advance for taking the following survey by clicking here
(For Montería students) You ought to submit the first exercise about regression by clicking here. The deadline is due September 20th at 8:00 PM.
Students at Lorica Campus must watch the following videos 1/5, 2/5, 3/5, 4/5, and 5/5
(For Lorica students) You ought to submit the first exercise about regression by clicking here.
(For Sahagún students) You ought to submit the first exercise about regression by clicking here.
(For Sahagún students) You ought to solve the following quiz.
(For Montería students who attend lectures on Tuesday) You ought to solve the following quiz. Considering the strike is over and the academic calendar hasn't been updated, the hard deadline is due October 10th at midnight.
(For Montería students who attend lectures on Tuesday) You ought to submit the assignment, where n is fixed (n = 10) but the regularization parameter varies. Click here to submit your assignment. Considering the strike is over and the academic calendar hasn't been updated, the hard deadline is due October 10th at midnight.
Every student ought to watch the following video.
(For Montería students who attend lectures on Wednesday) You ought to submit the first assignment about regression, without regularization, by clicking here. Considering the strike is over and the academic calendar hasn't been updated, the hard deadline is due October 10th at midnight.
(For Montería students who attend lectures on Wednesday) You ought to submit the assignment, where n is fixed (n = 10) but the regularization parameter varies. Click here to submit your assignment. Considering the strike is over and the academic calendar hasn't been updated, the hard deadline is due October 10th at midnight.
(For Montería students who attend lectures on Wednesday) You ought to solve the following quiz. Considering the strike is over and the academic calendar hasn't been updated, the hard deadline is due October 10th at midnight.
(For Lorica students) You ought to submit the assignment, where n is fixed (n = 10) but the regularization parameter varies. Click here to submit your assignment. Considering the strike is over and the academic calendar hasn't been updated, the hard deadline is due October 10th at midnight.
(For Lorica students) You ought to solve the following quiz. Considering the strike is over and the academic calendar hasn't been updated, the hard deadline is due October 10th at midnight.
Considering the strike is over and the academic calendar hasn't been updated, the hard deadline for submitting all your assignments is due October 10th at midnight.
You can watch the lecture given on October 13 about simulating annealing by clicking here.
(For Lorica students) You can check out your grades corresponding to the first part of the course by clicking here.
(For Sahagún students) You must submit the solution of the simulated annealing assignment by clicking here. The deadline is due November 1st at midnight.
(For Montería students) You can submit your notebook that solves the assignment about simulated annealing by clicking here. The deadline is due November 2nd at noon.
Every student must watch the following video about genetic algorithms. There's another version of the video.
(For Montería students - 2nd group) You can submit your notebook that solves the assignment about simulated annealing by clicking here. The deadline is due November 3rd at noon.
(For Montería students - 1st group) You must submit the notebook where you solve the cannonball assignment by adopting genetic algorithms by clicking here.
Use the force and this queen image, you know (I'm not a so-called reggaetonero):

(For Montería students - 1st group) You must submit the notebook where you solve the cannonball assignment with the obstacle by adopting genetic algorithms by clicking here.
(For Montería students who attend classes every Wednesday) You can check out your grades by clicking here.
(For Montería students who attend classes every Tuesday) You can check out your grades by clicking here.
(For Montería students who attend classes every Wednesday) You must submit your assignment about genetic algorithms on multidimensional problems, by clicking here.
(For Lorica students) You must submit your assignment, with the notebook where you solve the cannonball assignment with the obstacle by adopting genetic algorithms by clicking here.
(For Sahagún students) You must submit your assignment, with the notebook where you use genetic algorithms for solving a minimization problem by clicking here. (Deadline is due November 28 at 2:45 PM, remember you had 8 days to finish it)
(For Sahagún students) You must submit your assignment, with the notebook where you solve the cannonball assignment by adopting genetic algorithms by clicking here. (Deadline is due November 28 at 4:00PM)
(For Lorica students) You must submit your assignment, with the notebook where you use genetic algorithms for solving a minimization problem by clicking here. (Deadline is due December 2nd at midnight)
(For Montería students who attend lectures on Wednesday) You must submit your assignment, with the notebook where you solve the cannonball maximization problem with the obstacle by adopting genetic algorithms by clicking here.
(For Montería students who attend lectures on Tuesday) You must submit your assignment, using penalties for controlling boundaries (and constraints) through genetic algorithms. Submit your assignment by clicking here. The deadline is due December 7th at noon.
(For Montería students who attend lectures on Wednesday) You must submit your assignment, using penalties for controlling boundaries (and constraints) through genetic algorithms. Submit your assignment by clicking here. Remember in this exercise, you must maximize the objective function given in class.
(For Montería students who attend lectures on Wednesday) You must submit your assignment, using penalties for controlling boundaries (and constraints) through genetic algorithms. Submit your assignment by clicking here. During this time, you must minimize the objective function given in class.
(For Lorica students) You can check out your grades corresponding to the second part of the course by clicking here.
(For Montería students) You can submit your assignment about memetic algorithms by clicking here.
(For Montería students) You must submit your assignment about memetic algorithms by clicking here.
(For Montería students - Wednesday group) You can check out your grades corresponding to the second part of the course by clicking here.
(For Lorica students) For those who want more explanation about their grades, I'll clarify their doubts from 5 P.M. up to 6 P.M. through Google Meet (use the link for virtual classes) - December 15.
(For Montería students- Tuesday group) You can check out your grades corresponding to the second part of the course by clicking here.

Evaluation

The course is split into three parts, in everyone, each coursework weighs the same.
The coursework might be assignments, exams, or a project
In the project you might work alone or team up with another classmate, however, both members of the team must present evidence of their contributions.
Late coursework won't be accepted

Resources

This Venn diagram is taken from Papadimitriou's and Steiglitz's book