Algorithms in Artificial Intelligence: A Necessary Renunciation of the Deterministic Paradigm4 min read AI Fundamentals Algorithms in Artificial Intelligence: A Necessary Renunciation of the Deterministic Paradigm Francisco Yepes Barrera February 25, 2024 Algorithmic Complexity When analyzing and developing an algorithm, we must take into consideration the issues regarding execution...Read More
Conservation of Angular Momentum in a System of Central Forces3 min read Classical Physics QM Fundamentals Conservation of Angular Momentum in a System of Central Forces Francisco Yepes Barrera February 22, 2024 In physics, both classical mechanics and quantum mechanics, we define angular momentum as the cross product of...Read More
Normalizing Datasets in Perl3 min read Perl Normalizing Datasets in Perl Francisco Yepes Barrera February 22, 2024 The following code in Perl performs the normalization of a dataset of numerical data. For each record,...Read More
Gray Code3 min read Algorithms C Genetic Algorithms Gray Code Francisco Yepes Barrera February 17, 2024 Introduction Integer conversion between bases 10 and 2 (binary) is necessary and extensively used in many areas...Read More
Backpropagation4 min read Neural Networks Backpropagation Francisco Yepes Barrera August 28, 2020 Backpropagation is a generalization of the Delta rule to be able to take into account non-linear functions....Read More
Calculation of the Golden Ratio with Maxima1 min read Algorithms Calculation of the Golden Ratio with Maxima Francisco Yepes Barrera August 26, 2020 Euclid defined the golden section or golden ratio in the following way: Split a segment into two...Read More
Time Independent Schrödinger Equation2 min read QM Fundamentals Time Independent Schrödinger Equation Francisco Yepes Barrera August 26, 2020 The Schrödinger equation involves a state function wave function) which depends on spatial coordinates and time. For...Read More
Degeneration in Quantum Mechanics1 min read QM Fundamentals Degeneration in Quantum Mechanics Francisco Yepes Barrera August 26, 2020 Degeneration occurs when two or more independent wave functions have the same eigenvalue. It is said that...Read More