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Computer Simulation of Realistic Mathematical Models

Overview This Computer Simulation of Realistic Mathematical Models course introduces students to computer simulation techniques for modelling real-world phenomena using mathematical frameworks. …

Computer Simulation of Realistic Mathematical Models

Computer Simulation of Realistic Mathematical Models

Original price was: $417.25.Current price is: $35.30.

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Computer Simulation of Realistic Mathematical Models Overview

This Computer Simulation of Realistic Mathematical Models course introduces students to computer simulation techniques for modelling real-world phenomena using mathematical frameworks. It covers various applications including the dynamics of predator-prey relationships, the spread of epidemics, and other complex systems. Students will gain hands-on experience in constructing and analysing these models using open-source software.

 

Learning Outcomes of Computer Simulation of Realistic Mathematical Models

  • Understand the principles of computer simulation in modelling real-world systems.
  • Implement and analyse the Prey-Predator model using computational methods.
  • Utilise open-source software to construct mathematical models.
  • Analyse the evolution and dynamics of epidemics through simulation.
  • Interpret and validate simulation results against theoretical predictions.
  • Apply sensitivity analysis techniques to assess model robustness.
  • Critically evaluate the limitations and assumptions of mathematical models.
  • Communicate effectively about model findings through technical reports..
  • Collaborate in teams to solve complex modelling problems.
  • Develop a practical understanding of modelling ethics and responsibility.

Who Is This Course For

This course is suitable for students and professionals in mathematics, computer science, engineering, epidemiology, and related fields who wish to gain practical skills in simulating and analysing realistic mathematical models.

 

Eligibility Requirements of Computer Simulation of Realistic Mathematical Models

Participants should have a basic understanding of mathematics and computer programming, with proficiency in at least one programming language such as Python or R. Background knowledge in differential equations and statistics would be beneficial.

 

Entry Requirements

  • Age Requirement: Applicants must be aged 16 or above, allowing both young learners and adults to engage in this educational pursuit.
  • Academic Background: There are no specific educational prerequisites, opening the door to individuals from diverse academic histories.
  • Language Proficiency: A good command of the English language is essential for comprehension and engagement with the course materials.
  • Numeracy Skills: Basic numeracy skills are required for understanding nutritional data and dietary planning.

Why Choose Us

  • Affordable, engaging & high-quality e-learning study materials;
  • Tutorial videos/materials from the industry-leading experts;
  • Study in a user-friendly, advanced online learning platform;
  • Efficient exam systems for the assessment and instant result;
  • The UK & internationally recognised accredited
  • Access to course content on mobile, tablet or desktop from anywhere, anytime;
  • The benefit of career advancement opportunities;
  • 24/7 student support via email.

Career Path

Graduates of this Computer Simulation of Realistic Mathematical Models course can pursue careers in research institutions, government agencies, healthcare analytics, environmental consulting, risk assessment, and academic institutions, focusing on modelling and simulation of complex systems.

 

Course Curriculum

Section 01: Introduction
Introduction 00:04:00
Section 02: Prey-Predator Model
Pure prey-predator model 00:06:00
Equilibrium points and their stability 00:05:00
Equilibrium points in the prey-predator model 00:03:00
Section 03: Constructing the Model with Open-Source Software
Introduction to Scilab 00:03:00
Constructing the model with Scilab part 1 00:09:00
Constructing the model with Scilab part 2 00:18:00
How parameters affect the output of the model 00:09:00
Influence of fishing on the model 00:11:00
Addition of logistic terms to the model 00:13:00
Section 04: Evolution of Epidemics
Model on the evolution of epidemics 00:16:00
Assignment
Assignment – Computer Simulation of Realistic Mathematical Models 00:00:00

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