MA3160Probability and Stochastic Processes

这门课学什么

课程简介

This course introduces probability models, stochastic processes and their applications. The primary aim is to elucidate the fundamental principles of probability theory through examples and to develop the ability of students in applying what they learned from this course to widely divergent concrete science and engineering problems.

校方 PDF 第 2 页 · Abstract

课程内容

Probability.. Distributions. Stochastic processes. Queuing theory. Markov chains. Poisson processes

校方 PDF 第 6 页 · Keyword Syllabus

预期学习成果

查看校方学习成果与对应条件

CILOs                                                 Weighting (if DEC-A1       DEC-A2          DEC-A3
                                                                     app.)
1               explain clearly concepts from probability and        10               x
                describe basic stochastic processes.
2               evaluate various quantities for probability          20                         x
                distributions and random variables.
3               formulate and solve problems about stochastic        20                         x
                processes.
4               develop mathematical models for a range of           20               x         x                x
                empirical phenomena and analyze models
                of queueing system on the basis of stochastic
                processes.
5               the combination of CILOs 1-4                         30               x         x                x

校方 PDF 第 2 页 · Course Intended Learning Outcomes (CILOs)

我能不能修这门课

先修、建议先备和并修要求分别查看；等同及互斥条件也会影响选课。and 表示同时满足，or 表示备选；组合条件按下方原文分组阅读。

先修条件

MA2001 Multi-variable Calculus and Linear Algebra or equivalent

校方 PDF 第 1 页 · Prerequisites

建议先备知识

无（校方注明 Nil）

校方 PDF 第 1 页 · Precursors

并修要求

该版官方课纲未列明该项。

其他修读要求

该版官方课纲未列明该项。

等同课程及条件

无（校方注明 Nil）

校方 PDF 第 1 页 · Equivalent Courses

互斥课程及条件

MA4535 Applied Probability

校方 PDF 第 1 页 · Exclusive Courses

怎么考，怎样才算通过

考核方式

Continuous Assessment (%): 30; Examination (%): 70; Examination Duration (Hours): 2

查看校方原始考核表与使用要求

ATs                   CILO No.             Weighting (%)       Remarks ("-" for      Allow Use of
                                                                                     nil entry)            GenAI?
1                     Test                  1, 2, 3              15                  Questions are         No
                                                                                     designed for the
                                                                                     first part of the
                                                                                     course to see
                                                                                     how well the
                                                                                     students have
                                                                                     learned theory
                                                                                     and techniques
                                                                                     of probability
                                                                                     and stochastic
                                                                                     processes.

2                       Hand-in               1, 2, 3, 4       15                      These are skills     Yes
                        assignments                                                    based assessment
                                                                                       to see whether
                                                                                       the students are
                                                                                       familiar with
                                                                                       theory, techniques
                                                                                       of probability
                                                                                       and stochastic
                                                                                       processes
                                                                                       and related
                                                                                       applications in
                                                                                       queueing systems
                                                                                       and scientific
                                                                                       modelling.
3                       Formative take-  1, 2, 3, 4            0                       The assignments      Yes
                        home assignments                                               provide students
                                                                                       chances to
                                                                                       demonstrate their
                                                                                       achievements
                                                                                       on probability
                                                                                       and stochastic
                                                                                       processes as
                                                                                       well as their
                                                                                       applications
                                                                                       learned in this
                                                                                       course.

校方 PDF 第 4 页 · Continuous Assessment (%),Examination (%),Examination Duration (Hours)

通过条件

Minimum Examination Passing Requirement (%): 30 Additional Information for ATs: 30% Coursework 70% Examination (Duration: 2 hours, at the end of the semester) For a student to pass the course, at least 30% of the maximum mark for the examination must be obtained.

校方 PDF 第 4 页 · Minimum Examination Passing Requirement (%),Additional Information for ATs