Math 410/510: Introduction to Quantum Computing, Spring 2021
Instructor: Chi-Kwong Li
Meeting time and format:
- For Math410-01, TR 9:30 - 10:50 a.m. via Zoom (address will be posted on blackboard).
- For Math410-03, watch Zoom videos (links will be posted on blackboard).
Office: Jones 128, Tel: 221-2042
E-mail: ckli@math.wm.edu,
http://cklixx.people.wm.edu
Office hours: Wednesday 2:00 - 3:00 via zoom (same zoom address for lectures), or by appointment.
Course description:
Quantum information science is a rapidly growing area. Quantum cryptography
is in commercial use, and the construction of practical quantum computer
still require a lot of research from different disciplines including
mathematics, physics, computer science, chemistry, engineering,
material science, etc.
In this course,
an introduction of the subject will be given based on the
first 11 chapters of the textbook listed below.
We will cover topics including: basic linear algebra background,
the mathematical framework for quantum mechanics,
qubits and quantum key distributions, quantum gates and
quantum circuits in quantum computing, quantum integral transforms,
quantum algorithms of Deutsch, Joza, Grover and Shor,
decoherence, quantum error correction,
DiVinzenzo criteria, physical realizations.
Current research problems will be mentioned.
Additional references:
- Nielsen and Chuang, Quantum Computation and Quantum Information Science, Cambridge.
- Watrous, The Theory of Quantum Information, Cambridge.
- Yanofsky and Mannucci, Quantum Computing for Computer Scientists, Cambridge.
- The Functional Analysis of Quantum Information Theory
a collection of notes based on lectures
by Gilles Pisier, K. R. Parthasarathy, Vern Paulsen and Andreas Winter.
https://arxiv.org/pdf/1410.7188.pdf
Homework
- There will be 12 homework sets. Pdf files of the solutions
should be uploaded to the blackboard by the due dates.
- Challenging problems will be assigned from time to time,
extra-credits will be given to successful (or partially successful)
attempts.
- Homework help will be provided during office hours.
- Math 510-01 students are required to write term papers.
-
You have to use LaTex to typset mathematical document,
an excellent skill to acquire. You may get the programs for free.
- For windows users,
(a) download the MikTex program from
http://miktex.org/download;
(b) then download the Texmaker program from
http://www.xm1math.net/texmaker/download.html;
(c) then open the program "texmaker";
(d) copy (or download and then open) the "homework01.tex" file to the texmaker window;
(e) select "LaTex" from the "Quick Build" menu;
(f) click the "=>" arrow on the left of "Quick Build" to get the pdf output.
- For Mac users,
(a) download MacTex from
http://tug.org/mactex/;
(b) open the "texshop" program,
(c) copy (or download and then open) the "homework01.tex" file to the texshop window;
(d) change "PlainTex" to "LaTex" at "Typeset" menu;
(e) click "Typeset" icon to get the pdf output.
- You may also use the online editor
Write LaTeX .
- Here is
a list of TeX commands for mathematics symbols.
Homework list.
Prepare your solution in LaTex, and upload the pdf file of your solution.
Sample LaTex file for typsetting.
[ Tex file |
pdf file ]
- Homework 1. Due: Feb. 10.
Exercise 1.1 - 1.7, 1.9, 1.11, 1.12. Extra Crdit. 1.8, 1.10.
[ Sample solution.]
Scan of the questions from the book.
[ file-1 |
file-2 |
file-3 ]
- Homework 2. Due: Feb. 17.
Exercises 1.13 - 1.17, 1.20 - 1.22.
[ Sample solution.]
[ file-1 |
file-2 ]
- Homework 3. Due: Feb. 24.
[ Sample solution.]
Exercises 2.2-2.7
[ file-1 |
file-2 |
- Homework 4. Due: March 3.
Exercises 2.8-2.11. Exercises 3.1-3.5.
[ Sample solution.]
[ file-1 |
file-2 |
file-3 ]
- Homework 5. Due: March 12.
Exercises 2.8-2.11. Exercises 3.6, 4.1-4.7.
[Hint.]
[ Sample solution.]
- Homework 6. Due: March 19.
Exercise 4.8 - 4.17.[You may use pencil paper to draw the circuit diagrams.
To show that two diagrams produce the same unitary operators, just check the actions
on $|0000\ra, ...., |1111\ra$.]
[Hint.|
Homework session note.]
[ Sample solution.]
- Homework 7. Due: March 28, Exercises 5.1-5.2. Exercises 6.1-6.4.
Hint.]
[ Sample solution.]
- Homework 8. Due: April 7, Exercises 6.5 - 6.8. Exercises 7.1-7.3. Extra credit. 7.4.
[ Sample solution.]
- Homework 9. Due: April 18, Exercises 8.1-8.4.
[ Note.|
[ Sample solution.]
- Homework 10. Due: April 25.
Exercises 9.1, 9.2.
[ Sample solution.]
Question 3. For each of the followingone quibt channel, construct the Choi
matrix and show that it is positive semidefinite.
(a) Bit-Flip Channel,
(b) Phase-Flip Channel,
(c) Depolarizing Channel.
(d) Amplitude-Damping Channel.
Question 4. Consider the linear map T: M_2 -> M_2
defined by T(A) = A^t (the transpose of A).
(a) Show that T is linear.
(b) Show that if A in M_2 is a density matrix, then so is T(A).
(c) Show that T is not a quantum operation by showing that
its Choi matrix is not positive semidefinite.
Optional (extra credit). Exercise 9.3.
- Homework 11. Due: May 2.
Exercises 10.1-10.7.
- Homework 12. Due: May 17.
Exercises 10.8-10.11.
[ Sample solution.]
Assessment
Homework Final Presentation/Paper
Math 410 60% 40%
Math 510 55% 35% 10%
(Extra credit problems may add up to another 5%)
Final May. 17 3 hrs (9:00-12:00)
Grades (for homework, exams, final grade, etc.):
%: 0 - 60 - 65 - 70 - 75 - 80 - 83 - 87 - 90 - 93 - 100
F D C- C C+ B- B B+ A- A