The art of randomness using randomized algorithms in the real world
"The Art of Randomness teaches readers to harness the power of randomness (and Python code) to solve real-world problems in programming, science, and art through hands-on experiments-from simulating evolution to encrypting messages to making machine-learning algorithms. Each chapter describes h...
| Otros Autores: | |
|---|---|
| Formato: | Libro electrónico |
| Idioma: | Inglés |
| Publicado: |
San Francisco :
No Starch Press
[2024]
|
| Materias: | |
| Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009790329206719 |
Tabla de Contenidos:
- Generating random numbers
- Using randomness to simulate the real world
- Optimizing the world with swarm algorithms
- Real world swarm optimization
- Randomness and machine learning
- Creating random art
- Creating random music
- Reconstructing a signal from random samples
- Randomness in experimental design
- Randomized algorithms in computer science
- Random sampling from discrete and continuous distributions.
