Università Roma Tre

1. Algorithms and artificial intelligence

- Introductory notes on algorithms and problem solving from an engineering point of view
- Evolutionary Calculation: Genetic Algorithms, Swarm Intelligence.
- The Neural Networks.
- Programming languages ​​and development environments: python.

2. Application of artificial intelligence in industrial and information engineering

- Application of Evolutionary Calculus for optimization and inverse problems in materials engineering, energy and biomedical fields.
- Neural, genetic and swarm intelligence models applied to the modeling of materials and devices.
- Application of AI and machine learning in design.

3. Applications of AI to music and art in general

- ML techniques for musical composition. How to computerize the musical signal: MIDI.
- Generative artificial intelligence in the visual and literary arts.

Zhng, A., Lipton, Z. C., Li, M., & Smola, A. J. (2021). Dive into deep learning. arXiv preprint arXiv:2106.11342. Available online: https://d2l.ai/

1. Algorithms and Artificial Intelligence

- Introductory notes on algorithms and problem-solving from an engineering perspective.
- Evolutionary computation: Genetic Algorithms, Swarm Intelligence.
- Neural Networks.
- Programming languages and development environments: Python.

2. Application of Artificial Intelligence in Industrial and Information Engineering

- Application of Evolutionary Computation for optimization and inverse problems in materials engineering, energy, and biomedical fields.
- Neural, genetic, and swarm intelligence models applied to materials and devices modeling.
- Application of AI and machine learning in the field of design process.

3. Applications of AI in Music and Art in General

- Machine Learning techniques for musical composition. Digitizing musical signals: MIDI.
- Generative artificial intelligence in visual and literary arts.

Zhng, A., Lipton, Z. C., Li, M., & Smola, A. J. (2021). "Dive into Deep Learning." arXiv preprint arXiv:2106.11342. Available online: https://d2l.ai/

"Artificial Intelligence and Art" - ISBN-13 978-8816606012 Publisher: Jaca Book Publication Date: November 5, 2020

Lecture notes provided by the professor.