100% satisfaction guarantee Immediately available after payment Both online and in PDF No strings attached
logo-home
Previously searched by you
Previously searched by you
logo
Application of Calculus in Computer Science £6.55
Add to cart
Quickly navigate to
Preview
  2.  
  3. Boston College, Boston (BC)
  4.  
  5. 3102 (402)

Lecture notes

Application of Calculus in Computer Science
 4 views  0 purchase

Algorithm Analysis: Calculus is used to analyze the time and space complexity of algorithms. By employing techniques such as limits, derivatives, and integrals, computer scientists can determine the growth rates of algorithms and make comparisons between different algorithms' efficiency. Numeric...

[Show more]

Preview 1 out of 2  pages

Document information

  • June 11, 2024
  • 2
  • 2023/2024
  • Lecture notes
  • Subha basak
  • All classes

Subjects

  • 2023
  • application of calculus in computer science

Written for

All documents for this subject (10)

Seller

avatar-seller
waltonx96mini

Content preview

6/11/24, 8:28 PM Application of Calculus in Computer Science




Computer science is the study of processes that interact with data and that
can be represented as data in the form of programs. It is the theory
experimentation, and engineering that enables the use of algorithms to
manipulate, store, and communicate digital information. A computer
scientist studies the theory of computation and the practice of designing
software systems.
Scientific computing. Computer algebra systems that either compute
integrals and derivatives directly, symbolically or numerically, are the
most blatant examples here, but in addition, any software that simulates
a physical system that is based on continuous differential equations
necessarily involves computing derivatives and integrals.
Design and analysis of algorithms. The behavior of a combinatorial
algorithm on very large instances is often most easily analyzed using
calculus. This is especially true for randomized algorithms; modern
probability theory is heavily analytic.
Asymptotic enumeration. Sometimes the only way to get a handle on
an enumeration problem is to form a generating function and use analytic
methods to estimate its asymptotic behavior.
Calculus in computer science
Discrete mathematics, clearly necessary to CS, often draws on calculus
concepts and techniques. Specific calculus topics are also useful in CS.
Numerical analysis, computer graphics, computer vision; machine
learning, data mining, and bioinformatics are riddled with calculus
techniques and linear algebra. How/when is Calculus used in computer
science.




about:blank 1/2

The benefits of buying summaries with Stuvia:

Guaranteed quality through customer reviews

Guaranteed quality through customer reviews

Stuvia customers have reviewed more than 700,000 summaries. This how you know that you are buying the best documents.

Quick and easy check-out

Quick and easy check-out

You can quickly pay through credit card for the summaries. There is no membership needed.

Focus on what matters

Focus on what matters

Your fellow students write the study notes themselves, which is why the documents are always reliable and up-to-date. This ensures you quickly get to the core!

Frequently asked questions

What do I get when I buy this document?

You get a PDF, available immediately after your purchase. The purchased document is accessible anytime, anywhere and indefinitely through your profile.

Satisfaction guarantee: how does it work?

Our satisfaction guarantee ensures that you always find a study document that suits you well. You fill out a form, and our customer service team takes care of the rest.

Who am I buying these notes from?

Stuvia is a marketplace, so you are not buying this document from us, but from seller waltonx96mini. Stuvia facilitates payment to the seller.

Will I be stuck with a subscription?

No, you only buy these notes for £6.55. You're not tied to anything after your purchase.

Can Stuvia be trusted?

4.6 stars on Google & Trustpilot (+1000 reviews)

52928 documents were sold in the last 30 days

Founded in 2010, the go-to place to buy revision notes and other study material for 14 years now

Start selling
£6.55
  • (0)
Add to cart
Added