Yannis Xenakis was a Greek-French avant-garde composer, who was a music theorist and also an architect. He worked as an assistant of the famous French architect Le Corbusier for many years. And he was an engineer and a performance director. Xenakis pioneered the use of mathematical models in music, such as the application of set theories, stochastic processes, game theory and he was extremeley influential in the development of electronic music in computer music. I am going to describe and discuss here two pieces of Xenakis: one that is actually a piece meant to be, and written for, an architectural space, where he combines the two expertise of engineering, architecture and music. Xenakis left numerous writings about music and the formulations of a compositional structure aesthetics for music, that are highly mathematical and very interesting to read if one has an interest in high-level mathematics. But he also left us with some ideas on how we can formalize music in terms of different elements, and here, it kind of connects with what I was talking about when we discussed the work of Pierre Boulez. So for Xenakis, formalized music starts with an initial conception, that is the idea, the framework, the nominal content of the composition; a definition of the sonic entities and their symbolism that need to be part of the communication of the composition itself, so sounds, electronic sounds, musical instruments, ensemble, or if it's electronic music, the kind of sounds and kind of effects on the sounds that one wants to utilize in the framework of the composition; the definition of the transformation of these entities, so in a way Xenakis was not a follower of integral serialism, but again in composition - and you will see this also in future units - operations on the sonic elements are always used by the composers so there is an aspect of manipulation that is common to all music, basically. And then, he defines those two scales in the composition. And this is interesting because it is the first time that we see in this music and complexity course, the concept of microscale and macroscale. So on the microscale, or the microcompo- sition, this is the choice of the way in which the elements are related within a particular aspect of the composition, and so we go from one note to another according to some specific rules. And then there is a macro aspect, that is putting all of this together into the larger framework, that implies decisions at a higher level from the composer to determine the structure of the piece. Then, once you have done all of this in again a feedback loop, you go from the microscale to the macroscale continuously in the composition, and then you end up with a final product that you put to the score, recording the performance and so on. Now, I want to stress again that, although these ideas were defined by Xenakis for his own work, they apply to all of music composition, whatever genre, whatever culture and whatever function the music has. The first piece that I encourage you to listen and try to understand, is called Pithoprakta, that in Greek translates to "actions through probability". And here, Xenakis actually uses a physical model, the statistical mechanics of gases, and draws an analogy between the movement of a gaz molecule through space and the movement of a string instrument through its pitch range. And so he maps these two processes in this composition and it basically utilizes also a concept like temperature and pressure to modify the way in which this virtual molecule is mapped into the musical space. And it's interesting to see - so now we can listen to this piece, you'll find a link in the PowerPoint of this video. In this page, you see the graphic notations and the notes that Xenakis used in the composition. On the right, we have these graphs that are actually mappings of a molecular motion through space and how these trajectories are mapped to a particular pitch range or pitch space, and on the left is a translation of all these behaviors and all these graphical analyses into an actual score, written on staff and using a traditional notation for the composition. The second piece that I want to introduce you to, is called Concret PH and is a piece that Xenakis wrote in 1958 for the Philips Pavilion of the World's Fair that was actually designed by Le Corbusier and Xenakis himself as his assistant. This is a piece of what we call "musique concrète", that means music that is made using ordinary sounds that are recorded and manipulated, and it's a large scale composition that was heard by the audience in entering into this pavilion that you can see at the bottom right picture of this slide. Inside the pavilion, there was another electronic music piece, again very pioneering concept, from another very influential and famous composer of the 20th century, Edgard Varèse and this piece is called Poème électronique that you can find in many different places, YouTube, or any streaming app, if you want to listen to it. The sound source for Concret PH is the recording of burning charcoal, so that is the concrete sound that Xenakis uses for this composition, that is transformed, and there are overdubbings and there are effects applied to it, remember this is 1958, there was no digital sound processing, everything was done analogically using actual tape, recording tape, in slicing and gluing different pieces together. The other novelty and interest for this piece, is that for the time, it was broadcasted over more than 400 speakers in this space, and so it was the first example of using sound reproduction to create an immersive space of sound, and so in many respects this is a very influential and kind of pioneering musical experience for Xenakis. And you can listen to the recording of this on the PowerPoint, and also in the associated notebook, I'll guide you through a version of this piece that is obtained by purely algorithmic means in Python.