Keio University
2021 Fall Semester

Mathematics for Information Science

2021 Fall Monday 1st Period
Code: B6144 / 2 credit
Category: Fundermental Subjects — Interdisciplinary Subjects
Campus: Online
Course Type: Lecture, Workshop
Lecturer: Tatsuya Hagino
E-mail: hagino@sfc.keio.ac.jp

Course Summary

A program can be seen as a mathematical function which calculates output value for a given input. In this lecture, we will look into the property of functions which correspond to programs.

Firstly, in order to understand what we can calculate using programs, we compare three models of programs: recursive functions, Turing machines and lambda calculi. We will show that those three models are equivalent.

Secondly, we will study complete partial order sets which give the model of lambda calculi and programs.

Thirdly, in order to understand data types of programs, we will look into category theory which is the abstraction of functions and has an ability to reveal the beauty behind data types.

Course Schedule and Materials

No.1 10/04 While Program slide
No.2 10/11 Primitive Recursive Function slide
No.3 10/18 Recursive Function slide
No.4 10/25 Turing Machine slide
No.5 11/01 Turing Machine and Computability slide
No.6 11/08 Lambda Calculus slide
No.7 11/15 Lambda Calculus and Computability slide
No.8 11/29 Complete Partial Ordered Set slide
No.? 12/06 (no class)
No.9 12/13 CPO and Data Type slide
No.10 12/20 Continuous Function slide
No.11 01/07 Introduction to Category Theory slide
No.12 01/17 Category Theory and Data Type slide

Reference