Module Handbook


Module Name:

Mathematical Modeling II

Module Level:


Abbreviation, if applicable:

MAT 402

Sub-heading, if applicable:


Courses   included   in   the

module, if applicable:



7th / Fourth Year

Module coordinator(s):

Dr.  Fatmawati, M.Si.


Dr.  Fatmawati, M.Si.; Dr. Moh. Imam Utoyo, M.Si.; Dr. Liliek Susilowati, M.Si;  Drs. Edi Winarko, M.Si.


Bahasa Indonesia

Classification   within   the


Compulsory Course / Elective Studies

Teaching format / class

hours per week during semester:

2 hours lectures (50 min / hour)


2 hours lectures, 2 hour structural activities, 2 hours individual study,

13 week per semester, and total 78 hours per semester   2.6 ECTS

Credit Points:



Mathematical Modeling I and Simulation

Learning goals/competencies:

General Competence (Knowledge)

Apply mathematical concepts to reality through modeling of mathematics and simulation and its interpretation .


Specific Competence:

1.       Understanding the concept and stages of the mathematical modeling

2.       Apply the concept of mathematical on a real problem


Mathematical modeling both in the analytic and numerical on a real problem in the field of biology , economic and industrial.

Soft skill Attribute

Discipline , honesty , cooperation, creativity and communication

Study/exam achievements:

The assessments include individual resumes (assignment), poster,  group presentations ( middle exam) and paper (final exam).


Final score (NA) is calculated as follow: 15% soft skill +  15% poster + 20% assignment + 25% UTS (middle exam) + 25% UAS (final exam)


Final index is defined as follow: A      :    75 100

AB    :    70 - 74.99

B      :    65 - 69.99

BC    :    60 - 64.99

C      :    55 - 59.99

D      :    40 - 54.99

E       :      0 - 39.99

Forms of Media:

Slides and LCD projectors, whiteboards


Learning Methods

Lecture, assessments and group presentation



1.       Giardiano, F. R., Weir, M. D., and Fox, W. P., 2003 “Mathematical Modeling”, 3rd Edition, Brooks/Cole, USA.

2.       Brauer, F., Driessche, P. van den, and Wu, J., 2008, “Mathematical Epidemiology” Springer-Verlag Berlin Heidelberg.

3.       Ravindran, A.R., 2009, “Operations Research Applications”, CRC Press, Boca Raton.

4.       Books or journal associated with the project of modeling