Mathematical Structures in Computer Science
Code | Completion | Credits | Range | Language |
---|---|---|---|---|
NI-MSI | Z,ZK | 4 | 2P+1C | Czech |
- Garant předmětu:
- Lecturer:
- Tutor:
- Supervisor:
- Department of Applied Mathematics
- Synopsis:
-
Mathematical semantics of programming languages.
Data types as continous lattices, Scott topology.
Procedures as continuous mappings.
The Scott model of lambda calculus.
Introduction to category theory.
- Requirements:
-
Basic courses on programming and algebra.
- Syllabus of lectures:
-
1. Motivation, semantics of programming languages. Order relations.
2. Orders, lattices, complete lattices.
3. Monotone mappings, fixed popints.
4. Topology: neighbourhood, closure, basis, subbasis.
5. Separation. Convergence. Continuity.
6. Data types as lattices. Scott topology.
7. Procedures as continous mappings.
8. Complex data types. Types of functions.
9. Continuous lattices as injective spaces.
10. Inverse limits. A lattice model of lambda calculus.
11. Categories: lbjects and morphisms. Mono- and epimorphisms.
12. Products, sums, equalizers. Diagrams and limits.
13. Exponents, eval. Cartesian closed categories.
- Syllabus of tutorials:
-
1. Motivation, semantics of programming languages. Order relations.
2. Orders, lattices, complete lattices.
3. Monotone mappings, fixed popints.
4. Topology: neighbourhood, closure, basis, subbasis.
5. Separation. Convergence. Continuity.
6. Data types as lattices. Scott topology.
7. Procedures as continous mappings.
8. Complex data types. Types of functions.
9. Continuous lattices as injective spaces.
10. Inverse limits. A lattice model of lambda calculus.
11. Categories: lbjects and morphisms. Mono- and epimorphisms.
12. Products, sums, equalizers. Diagrams and limits.
13. Exponents, eval. Cartesian closed categories.
- Study Objective:
- Study materials:
-
S. Abramsky, A. Jung, Domain Teory
A. Asperti, G. Longo, Categories, Types and Structures
M. A. Arbib, E. G. Manes, The Categorial Imperative
G. Birkhoff, Lattice Theory
L. S. Bobrow, M. A. Arbib, Discrete Mathematics
H. Herrlich, G. E. Strecker, Category Theory
E. G. Manes, Categorial Theory Applied to Computation and Control
S. Mac Lane, G. Birkhoff, Algebra
S. Mac Lane, Categories for the Working Mathematician
B. C. Pierce, Basic Category Theory for Computer Scientists
D. Scott, Data types as lattices
- Note:
- Further information:
- https://courses.fit.cvut.cz/MI-MSI/
- No time-table has been prepared for this course
- The course is a part of the following study plans:
-
- Bachelor program Informatics, unspecified branch, in Czech, 2015-2020 (elective course)
- Bachelor branch Security and Information Technology, in Czech, 2015-2020 (elective course)
- Bachelor branch Computer Science, in Czech, 2015-2020 (elective course)
- Bachelor branch Computer Engineering, in Czech, 2015-2020 (elective course)
- Bachelor branch Information Systems and Management, in Czech, 2015-2020 (elective course)
- Bachelor branch Web and Software Engineering, spec. Software Engineering, in Czech, 2015-2020 (elective course)
- Bachelor branch Web and Software Engineering, spec. Web Engineering, in Czech, 2015-2020 (elective course)
- Bachelor branch Web and Software Engineering, spec. Computer Graphics, in Czech, 2015-2020 (elective course)
- Bachelor branch Knowledge Engineering, in Czech, 2018-2020 (elective course)
- Master specialization Computer Security, in Czech, 2020 (elective course)
- Master specialization Design and Programming of Embedded Systems, in Czech, 2020 (elective course)
- Master specialization Computer Systems and Networks, in Czech, 202 (elective course)
- Master specialization Management Informatics, in Czech, 2020 (elective course)
- Master specialization Software Engineering, in Czech, 2020 (elective course)
- Master specialization System Programming, in Czech, version from 2020 (elective course)
- Master specialization Web Engineering, in Czech, 2020 (elective course)
- Master specialization Knowledge Engineering, in Czech, 2020 (elective course)
- Master specialization Computer Science, in Czech, 2020 (elective course)
- Mgr. programme, for the phase of study without specialisation, ver. for 2020 and higher (elective course)
- Bachelor specialization Information Security, in Czech, 2021 (elective course)
- Bachelor specialization Management Informatics, in Czech, 2021 (elective course)
- Bachelor specialization Computer Graphics, in Czech, 2021 (elective course)
- Bachelor specialization Computer Engineering, in Czech, 2021 (elective course)
- Bachelor program, unspecified specialization, in Czech, 2021 (elective course)
- Bachelor specialization Web Engineering, in Czech, 2021 (elective course)
- Bachelor specialization Artificial Intelligence, in Czech, 2021 (elective course)
- Bachelor specialization Computer Science, in Czech, 2021 (elective course)
- Bachelor specialization Software Engineering, in Czech, 2021 (elective course)
- Bachelor specialization Computer Systems and Virtualization, in Czech, 2021 (elective course)
- Bachelor specialization Computer Networks and Internet, in Czech, 2021 (elective course)
- Study plan for Ukrainian refugees (elective course)
- Master specialization System Programming, in Czech, version from 2023 (elective course)
- Master specialization Computer Science, in Czech, 2023 (elective course)
- Bachelor specialization Information Security, in Czech, 2024 (elective course)
- Bachelor program, unspecified specialization, in Czech, 2024 (elective course)
- Bachelor specialization Management Informatics, in Czech, 2024 (elective course)
- Bachelor specialization Computer Graphics, in Czech, 2024 (elective course)
- Bachelor specialization Software Engineering, in Czech, 2024 (elective course)
- Bachelor specialization Web Engineering, in Czech, 2024 (elective course)
- Bachelor specialization Computer Networks and Internet, in Czech, 2024 (elective course)
- Bachelor specialization Computer Engineering, in Czech, 2024 (elective course)
- Bachelor specialization Computer Systems and Virtualization, in Czech, 2024 (elective course)
- Bachelor specialization Artificial Intelligence, in Czech, 2024 (elective course)
- Bachelor specialization Computer Science, in Czech, 20214 (elective course)