Where Can Adams-Bashforth-Moulton Method be Applied in Real-World Sciences?

  • Context: Graduate 
  • Thread starter Thread starter iwan89
  • Start date Start date
  • Tags Tags
    Application
Click For Summary
SUMMARY

The Adams-Bashforth-Moulton (ABM) method is a multistep numerical technique for solving ordinary differential equations (ODEs) and is particularly useful in various scientific fields such as engineering, chemistry, and medicine. Despite being developed over 130 years ago, its principles remain relevant, especially in ODE solvers that handle stiff equations. The method offers advantages like automatic error control and is less computationally intense than Newton-Raphson, although it may require more iterations for stiff, non-linear equations. This makes it a valuable tool for researchers and practitioners looking to implement reliable numerical solutions in their programs.

PREREQUISITES
  • Understanding of ordinary differential equations (ODEs)
  • Familiarity with numerical methods for ODEs
  • Knowledge of stiff ODEs and their characteristics
  • Experience with ODE solvers and their implementation
NEXT STEPS
  • Explore the implementation of Adams-Bashforth integration in MATLAB or Python's SciPy library
  • Study the differences between explicit and implicit methods in numerical analysis
  • Investigate applications of the ABM method in chemical reaction modeling
  • Learn about error control techniques in numerical methods for ODEs
USEFUL FOR

Researchers, engineers, and scientists in fields such as computational physics, chemical engineering, and biomedical engineering who are looking to apply numerical methods for solving ODEs in their work.

iwan89
Messages
27
Reaction score
0
What are the applications of Adams-Bashforth-Moulton Method for O.D.E.'s in the real world? How we could utilize this method in other branches of science?
 
Physics news on Phys.org
Is this HW by any chance?
 
No.. i just want to know the application. Adams bashforth somehow may have applications in other branch of science
 
Many of the methods you learn in a first course on numerical solutions of ODEs and PDEs are taught more for their educational value than for being the current state of the art. Adams and Bashforth first published their method about 130 years ago, long before digital computers existed!

The general idea of multistep methods http://en.wikipedia.org/wiki/Linear_multistep_method is still used, but not necessarily the specifics of the ABM method.
 
Adams Bashforth integration is an option offered in most packaged ODE solvers that specialize in stiff ODEs. The method solves each integration step implicitly, but it solves the implicit equations by successive substitution, rather than by Newton Raphson. Adams Bashforth is less computationally intense that Newton Raphson, but often will require many more iterations at each time step if the equations are very stiff and non-linear. So from the standpoint of computation time, Adams Bashforth may require much more computation time. Still, the nice feature of Adams Bashforth is an easily implemented automatic error control, which is built into the ODE packages.

Chet
 
Last edited:
  • Like
Likes   Reactions: 1 person
Thank you! I am trying to find the real application and use it to the program that i just created. I hope you guys could show me good example of the application of Adam Bashforth in other fields (Such as Engineering, Chemistry, Medical).
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
7K
  • · Replies 5 ·
Replies
5
Views
6K
  • · Replies 6 ·
Replies
6
Views
5K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 5 ·
Replies
5
Views
5K
Replies
1
Views
3K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 2 ·
Replies
2
Views
5K
  • · Replies 14 ·
Replies
14
Views
3K
  • · Replies 11 ·
Replies
11
Views
3K