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

In summary, the Adams-Bashforth-Moulton Method for O.D.E.'s has been in use for over 130 years and is still used today in solving stiff ODEs. It offers automatic error control and is commonly used in packaged ODE solvers. However, it may require more computation time compared to other methods. This method has potential applications in various fields such as engineering, chemistry, and medicine, and is a useful tool for numerical solutions of ODEs and PDEs.
  • #1
iwan89
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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?
 
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  • #2
Is this HW by any chance?
 
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No.. i just want to know the application. Adams bashforth somehow may have applications in other branch of science
 
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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.
 
  • #5
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
 
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  • #6
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).
 

What is the Adams-Bashforth Application?

The Adams-Bashforth Application is a numerical method used for solving ordinary differential equations. It is a type of explicit multistep method that uses previous values of the function to approximate the next value.

What are the advantages of using the Adams-Bashforth Application?

One advantage of the Adams-Bashforth Application is that it is easy to implement and does not require the evaluation of derivatives. It also has a high accuracy and is efficient for solving stiff differential equations.

What are the limitations of the Adams-Bashforth Application?

The Adams-Bashforth Application can be unstable for some types of differential equations, particularly those with large oscillations or rapidly changing behavior. It also requires the use of equally spaced data points, which may not always be available.

How does the Adams-Bashforth Application compare to other numerical methods?

The Adams-Bashforth Application is a higher order method, meaning it can achieve a higher accuracy with fewer function evaluations compared to lower order methods. However, it may not be as efficient as some other methods for certain types of differential equations.

What are some real-world applications of the Adams-Bashforth Application?

The Adams-Bashforth Application has been used in a variety of fields, including physics, engineering, and finance. It can be applied to problems involving population dynamics, chemical reactions, and heat transfer, among others.

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