SlideShare a Scribd company logo
1 of 11
Presented by
Md. Janibul Hoque
ID: 143-15-4595
Dept. Computer Science and Engineering
Daffodin Internationa University
What is Calculus:
• Calculus is the mathematical study of change ,in the same way
that geometry is the study of shape and algebra is the study of
operations and their application to solving equations. It has two
major branches, differential calculus (concerning rates of change and
slopes of curves), and integral calculus (concerning accumulation of
quantities and the areas under curves); these two branches are
related to each other by the fundamental theorem of calculus. Both
branches make use of the fundamental notions
of convergence of infinite sequences and infinite series to a well-
defined limit. Generally considered to have been founded in the 17th
century by Isaac Newton and Gottfried Leibniz, today calculus has
widespread uses in science, engineering and economics and can solve
many problems that algebra alone cannot.
About Calculus:
• Calculus is a major part of modern mathematics education. A course
in calculus is a gateway to other, more advanced courses in
mathematics devoted to the study of functions and limits, broadly
called mathematical analysis. Calculus has historically been called
"the calculus of infinitesimals", or "infinitesimal calculus". The word
"calculus" comes from Latin (calculus) and refers to a small stone
used for counting. More generally, calculus (plural calculi) refers to
any method or system of calculation guided by the symbolic
manipulation of expressions. Some examples of other well-known
calculi are propositional calculus, calculus of variations, lambda
calculus, and process calculus.
Calculus in CSE
• Computer Graphics/Image Processing, and here will also be needed
Analytic Geometry and Linear Algebra. In this sector students need to
study some Differential Geometry (which has multivariate Calculus as
a minimum prerequisite). But he'll need Calculus here even for very
basic things like "Fourier Transform" or "Wavelets", for example --
these are two very fundamental tools for people working with
images.
Calculus in CSE
• Optimization, non-linear mostly, where multivariate Calculus is the
fundamental language used to develop everything. But even linear
optimization benefits from Calculus (the derivative of the objective
function is absolutely important)
• Probability/Statistics. These cannot be seriously studied without
multivariate Calculus.
• Machine Learning, which makes heavy use of Statistics (and
consequently, multivariate Calculus)
Calculus in CSE
• Data Mining and related subjects, which also use lots of
Statistics;
• Robotics, where a programmer will need to model physical
movements of a robot, so he will need to know partial
derivatives and gradients.
• Analysis of Algorithms, where an analyzer uses the notion of
limit right from the start
Calculus in CSE
• Discrete Math and Combinatorics if anyone get serious enough about
generating functions, he'll need to know how to integrate and
derivate certain formulas. And that is useful for Analysis of Algorithms
Similarly, Taylor Series and calculus can be useful in solving certain
kinds of recurrence relations, which are used in algorithm analysis.
Calculus in CSE
• Scientific computing. Computer algebra systems that compute
integrals and derivatives directly, either 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 (e.g., computational fluid dynamics) necessarily
involves computing derivatives and integrals.
• 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. See the book
Analytic Combinatorics by Flajolet and Sedgewick
Calculus in CSE
• In stochastic simulation, we are often interested in estimating the
expected value of a random variable. The expected value of a
continuous random variable is an integral over the real numbers. To
estimate this quantity, we use the Monte Carlo method which
consists of generating instances of this random variable from
pseudorandom uniform variables. From these uniform variables, we
can generate random variables from a given distribution by inverting
the cumulative distribution function which is defined itself as an
integral.
CALCULUS is that part of mathematics which has
unique importance in almost every field of education
Specially in CSE. The discovery of calculus is considered
as one of the major success in the field of mathematics.
Application of calculus in cse

More Related Content

What's hot

Application of discrete math in real life
Application of discrete math in real lifeApplication of discrete math in real life
Application of discrete math in real lifeMdArifHossain30
 
IMPORTANCE OF MATHEMATICS IN ENGINEERING
IMPORTANCE OF MATHEMATICS IN ENGINEERINGIMPORTANCE OF MATHEMATICS IN ENGINEERING
IMPORTANCE OF MATHEMATICS IN ENGINEERINGPon Rajesh Kumar
 
PRACTICAL APPLICATION OF MATHEMATICS- BASICS
PRACTICAL APPLICATION OF MATHEMATICS- BASICSPRACTICAL APPLICATION OF MATHEMATICS- BASICS
PRACTICAL APPLICATION OF MATHEMATICS- BASICSShameem P Yousef
 
Calculus in real life
Calculus in real lifeCalculus in real life
Calculus in real lifeSamiul Ehsan
 
Calculus in different field
Calculus in different fieldCalculus in different field
Calculus in different fieldShayshab Azad
 
Matrix and it's Application
Matrix and it's ApplicationMatrix and it's Application
Matrix and it's ApplicationMahmudle Hassan
 
Application of Matrices in real life | Matrices application | The Matrices
Application of Matrices in real life | Matrices application | The MatricesApplication of Matrices in real life | Matrices application | The Matrices
Application of Matrices in real life | Matrices application | The MatricesSahilJhajharia
 
Application of linear algebra in cse
Application of linear algebra in cseApplication of linear algebra in cse
Application of linear algebra in cseArnob Khan
 
Application of real life in calculus
Application of real life in calculusApplication of real life in calculus
Application of real life in calculusShamim Ahmed
 
Application of calculus in real life.
Application of calculus in real life.Application of calculus in real life.
Application of calculus in real life.University of Potsdam
 
Application of mathematics in CSE
Application of mathematics in CSEApplication of mathematics in CSE
Application of mathematics in CSETareque Rahman
 
Application of matrices in real life and matrix
Application of matrices in real life and matrixApplication of matrices in real life and matrix
Application of matrices in real life and matrixDarshDobariya
 
Real life use of Discrete Mathematics and Digital electronics.
Real life use of Discrete Mathematics and Digital electronics. Real life use of Discrete Mathematics and Digital electronics.
Real life use of Discrete Mathematics and Digital electronics. Niloy Biswas
 
Presentation on application of matrix
Presentation on application of matrixPresentation on application of matrix
Presentation on application of matrixPrerana Bhattarai
 
Application of Discrete Mathematics in CSE
Application of Discrete Mathematics in CSE Application of Discrete Mathematics in CSE
Application of Discrete Mathematics in CSE A. N. M. Jubaer
 
Applications of matrices in real life
Applications of matrices in real lifeApplications of matrices in real life
Applications of matrices in real lifeSuhaibFaiz
 
Application of Engineering Mathematics
Application of Engineering MathematicsApplication of Engineering Mathematics
Application of Engineering MathematicsSelf employed
 
Applications of Matrices
Applications of MatricesApplications of Matrices
Applications of Matricessanthosh kumar
 
Engineering mathematics presentation
Engineering mathematics presentationEngineering mathematics presentation
Engineering mathematics presentationAfzal Hossen
 
Numerical methods and its applications
Numerical methods and its applicationsNumerical methods and its applications
Numerical methods and its applicationsHaiderParekh1
 

What's hot (20)

Application of discrete math in real life
Application of discrete math in real lifeApplication of discrete math in real life
Application of discrete math in real life
 
IMPORTANCE OF MATHEMATICS IN ENGINEERING
IMPORTANCE OF MATHEMATICS IN ENGINEERINGIMPORTANCE OF MATHEMATICS IN ENGINEERING
IMPORTANCE OF MATHEMATICS IN ENGINEERING
 
PRACTICAL APPLICATION OF MATHEMATICS- BASICS
PRACTICAL APPLICATION OF MATHEMATICS- BASICSPRACTICAL APPLICATION OF MATHEMATICS- BASICS
PRACTICAL APPLICATION OF MATHEMATICS- BASICS
 
Calculus in real life
Calculus in real lifeCalculus in real life
Calculus in real life
 
Calculus in different field
Calculus in different fieldCalculus in different field
Calculus in different field
 
Matrix and it's Application
Matrix and it's ApplicationMatrix and it's Application
Matrix and it's Application
 
Application of Matrices in real life | Matrices application | The Matrices
Application of Matrices in real life | Matrices application | The MatricesApplication of Matrices in real life | Matrices application | The Matrices
Application of Matrices in real life | Matrices application | The Matrices
 
Application of linear algebra in cse
Application of linear algebra in cseApplication of linear algebra in cse
Application of linear algebra in cse
 
Application of real life in calculus
Application of real life in calculusApplication of real life in calculus
Application of real life in calculus
 
Application of calculus in real life.
Application of calculus in real life.Application of calculus in real life.
Application of calculus in real life.
 
Application of mathematics in CSE
Application of mathematics in CSEApplication of mathematics in CSE
Application of mathematics in CSE
 
Application of matrices in real life and matrix
Application of matrices in real life and matrixApplication of matrices in real life and matrix
Application of matrices in real life and matrix
 
Real life use of Discrete Mathematics and Digital electronics.
Real life use of Discrete Mathematics and Digital electronics. Real life use of Discrete Mathematics and Digital electronics.
Real life use of Discrete Mathematics and Digital electronics.
 
Presentation on application of matrix
Presentation on application of matrixPresentation on application of matrix
Presentation on application of matrix
 
Application of Discrete Mathematics in CSE
Application of Discrete Mathematics in CSE Application of Discrete Mathematics in CSE
Application of Discrete Mathematics in CSE
 
Applications of matrices in real life
Applications of matrices in real lifeApplications of matrices in real life
Applications of matrices in real life
 
Application of Engineering Mathematics
Application of Engineering MathematicsApplication of Engineering Mathematics
Application of Engineering Mathematics
 
Applications of Matrices
Applications of MatricesApplications of Matrices
Applications of Matrices
 
Engineering mathematics presentation
Engineering mathematics presentationEngineering mathematics presentation
Engineering mathematics presentation
 
Numerical methods and its applications
Numerical methods and its applicationsNumerical methods and its applications
Numerical methods and its applications
 

Similar to Application of calculus in cse

cs 601 - lecture 1.pptx
cs 601 - lecture 1.pptxcs 601 - lecture 1.pptx
cs 601 - lecture 1.pptxGopalPatidar13
 
Application's of Numerical Math in CSE
Application's of Numerical Math in CSEApplication's of Numerical Math in CSE
Application's of Numerical Math in CSEsanjana mun
 
Is Finite Math Harder Than Calculus in 2023.pdf
Is Finite Math Harder Than Calculus in 2023.pdfIs Finite Math Harder Than Calculus in 2023.pdf
Is Finite Math Harder Than Calculus in 2023.pdfAPI MATH
 
Mc0079 computer based optimization methods--phpapp02
Mc0079 computer based optimization methods--phpapp02Mc0079 computer based optimization methods--phpapp02
Mc0079 computer based optimization methods--phpapp02Rabby Bhatt
 
Master of Computer Application (MCA) – Semester 4 MC0079
Master of Computer Application (MCA) – Semester 4  MC0079Master of Computer Application (MCA) – Semester 4  MC0079
Master of Computer Application (MCA) – Semester 4 MC0079Aravind NC
 
A presentation on differencial calculus
A presentation on differencial calculusA presentation on differencial calculus
A presentation on differencial calculusbujh balok
 
Statistical learning vs. Machine Learning
Statistical learning vs. Machine LearningStatistical learning vs. Machine Learning
Statistical learning vs. Machine LearningAtanu Ray
 
Linear Algebra – A Powerful Tool for Data Science
Linear Algebra – A Powerful Tool for Data ScienceLinear Algebra – A Powerful Tool for Data Science
Linear Algebra – A Powerful Tool for Data SciencePremier Publishers
 
Engineering Numerical Analysis-Introduction.pdf
Engineering Numerical Analysis-Introduction.pdfEngineering Numerical Analysis-Introduction.pdf
Engineering Numerical Analysis-Introduction.pdfssuseraae901
 
Basic Foundations of Automata Theory
Basic Foundations of Automata TheoryBasic Foundations of Automata Theory
Basic Foundations of Automata Theorysaugat86
 
Ch5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefinedCh5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefinedAdam Harbaugh
 
Ch5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefinedCh5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefinedDuy Nguyen
 
Ch5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefinedCh5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefinedDuy Nguyen
 

Similar to Application of calculus in cse (20)

Math Presentation.pptx
Math Presentation.pptxMath Presentation.pptx
Math Presentation.pptx
 
calculus assignment of math
calculus assignment of mathcalculus assignment of math
calculus assignment of math
 
cs 601 - lecture 1.pptx
cs 601 - lecture 1.pptxcs 601 - lecture 1.pptx
cs 601 - lecture 1.pptx
 
Application's of Numerical Math in CSE
Application's of Numerical Math in CSEApplication's of Numerical Math in CSE
Application's of Numerical Math in CSE
 
Is Finite Math Harder Than Calculus in 2023.pdf
Is Finite Math Harder Than Calculus in 2023.pdfIs Finite Math Harder Than Calculus in 2023.pdf
Is Finite Math Harder Than Calculus in 2023.pdf
 
Caculus
CaculusCaculus
Caculus
 
Caculus.pptx
Caculus.pptxCaculus.pptx
Caculus.pptx
 
Mc0079 computer based optimization methods--phpapp02
Mc0079 computer based optimization methods--phpapp02Mc0079 computer based optimization methods--phpapp02
Mc0079 computer based optimization methods--phpapp02
 
Master of Computer Application (MCA) – Semester 4 MC0079
Master of Computer Application (MCA) – Semester 4  MC0079Master of Computer Application (MCA) – Semester 4  MC0079
Master of Computer Application (MCA) – Semester 4 MC0079
 
A presentation on differencial calculus
A presentation on differencial calculusA presentation on differencial calculus
A presentation on differencial calculus
 
Calculus
CalculusCalculus
Calculus
 
Statistical learning vs. Machine Learning
Statistical learning vs. Machine LearningStatistical learning vs. Machine Learning
Statistical learning vs. Machine Learning
 
Linear Algebra – A Powerful Tool for Data Science
Linear Algebra – A Powerful Tool for Data ScienceLinear Algebra – A Powerful Tool for Data Science
Linear Algebra – A Powerful Tool for Data Science
 
Engineering Numerical Analysis-Introduction.pdf
Engineering Numerical Analysis-Introduction.pdfEngineering Numerical Analysis-Introduction.pdf
Engineering Numerical Analysis-Introduction.pdf
 
Chapter one
Chapter oneChapter one
Chapter one
 
Manu maths ppt
Manu maths pptManu maths ppt
Manu maths ppt
 
Basic Foundations of Automata Theory
Basic Foundations of Automata TheoryBasic Foundations of Automata Theory
Basic Foundations of Automata Theory
 
Ch5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefinedCh5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefined
 
Ch5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefinedCh5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefined
 
Ch5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefinedCh5 geometry and_algebra_redefined
Ch5 geometry and_algebra_redefined
 

Recently uploaded

GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)dollysharma2066
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxk795866
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...asadnawaz62
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVRajaP95
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfROCENODodongVILLACER
 
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdfCCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdfAsst.prof M.Gokilavani
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...srsj9000
 
Effects of rheological properties on mixing
Effects of rheological properties on mixingEffects of rheological properties on mixing
Effects of rheological properties on mixingviprabot1
 
Concrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxConcrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxKartikeyaDwivedi3
 
Churning of Butter, Factors affecting .
Churning of Butter, Factors affecting  .Churning of Butter, Factors affecting  .
Churning of Butter, Factors affecting .Satyam Kumar
 
Artificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxArtificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxbritheesh05
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionDr.Costas Sachpazis
 
Work Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvWork Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvLewisJB
 
EduAI - E learning Platform integrated with AI
EduAI - E learning Platform integrated with AIEduAI - E learning Platform integrated with AI
EduAI - E learning Platform integrated with AIkoyaldeepu123
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxwendy cai
 

Recently uploaded (20)

GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
Call Us ≽ 8377877756 ≼ Call Girls In Shastri Nagar (Delhi)
 
Introduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptxIntroduction-To-Agricultural-Surveillance-Rover.pptx
Introduction-To-Agricultural-Surveillance-Rover.pptx
 
young call girls in Green Park🔝 9953056974 🔝 escort Service
young call girls in Green Park🔝 9953056974 🔝 escort Serviceyoung call girls in Green Park🔝 9953056974 🔝 escort Service
young call girls in Green Park🔝 9953056974 🔝 escort Service
 
complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...complete construction, environmental and economics information of biomass com...
complete construction, environmental and economics information of biomass com...
 
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IVHARMONY IN THE NATURE AND EXISTENCE - Unit-IV
HARMONY IN THE NATURE AND EXISTENCE - Unit-IV
 
Risk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdfRisk Assessment For Installation of Drainage Pipes.pdf
Risk Assessment For Installation of Drainage Pipes.pdf
 
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdfCCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
CCS355 Neural Networks & Deep Learning Unit 1 PDF notes with Question bank .pdf
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
Gfe Mayur Vihar Call Girls Service WhatsApp -> 9999965857 Available 24x7 ^ De...
 
Effects of rheological properties on mixing
Effects of rheological properties on mixingEffects of rheological properties on mixing
Effects of rheological properties on mixing
 
Concrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptxConcrete Mix Design - IS 10262-2019 - .pptx
Concrete Mix Design - IS 10262-2019 - .pptx
 
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
🔝9953056974🔝!!-YOUNG call girls in Rajendra Nagar Escort rvice Shot 2000 nigh...
 
Churning of Butter, Factors affecting .
Churning of Butter, Factors affecting  .Churning of Butter, Factors affecting  .
Churning of Butter, Factors affecting .
 
Artificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptxArtificial-Intelligence-in-Electronics (K).pptx
Artificial-Intelligence-in-Electronics (K).pptx
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
 
Work Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvvWork Experience-Dalton Park.pptxfvvvvvvv
Work Experience-Dalton Park.pptxfvvvvvvv
 
EduAI - E learning Platform integrated with AI
EduAI - E learning Platform integrated with AIEduAI - E learning Platform integrated with AI
EduAI - E learning Platform integrated with AI
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptx
 

Application of calculus in cse

  • 1. Presented by Md. Janibul Hoque ID: 143-15-4595 Dept. Computer Science and Engineering Daffodin Internationa University
  • 2. What is Calculus: • Calculus is the mathematical study of change ,in the same way that geometry is the study of shape and algebra is the study of operations and their application to solving equations. It has two major branches, differential calculus (concerning rates of change and slopes of curves), and integral calculus (concerning accumulation of quantities and the areas under curves); these two branches are related to each other by the fundamental theorem of calculus. Both branches make use of the fundamental notions of convergence of infinite sequences and infinite series to a well- defined limit. Generally considered to have been founded in the 17th century by Isaac Newton and Gottfried Leibniz, today calculus has widespread uses in science, engineering and economics and can solve many problems that algebra alone cannot.
  • 3. About Calculus: • Calculus is a major part of modern mathematics education. A course in calculus is a gateway to other, more advanced courses in mathematics devoted to the study of functions and limits, broadly called mathematical analysis. Calculus has historically been called "the calculus of infinitesimals", or "infinitesimal calculus". The word "calculus" comes from Latin (calculus) and refers to a small stone used for counting. More generally, calculus (plural calculi) refers to any method or system of calculation guided by the symbolic manipulation of expressions. Some examples of other well-known calculi are propositional calculus, calculus of variations, lambda calculus, and process calculus.
  • 4. Calculus in CSE • Computer Graphics/Image Processing, and here will also be needed Analytic Geometry and Linear Algebra. In this sector students need to study some Differential Geometry (which has multivariate Calculus as a minimum prerequisite). But he'll need Calculus here even for very basic things like "Fourier Transform" or "Wavelets", for example -- these are two very fundamental tools for people working with images.
  • 5. Calculus in CSE • Optimization, non-linear mostly, where multivariate Calculus is the fundamental language used to develop everything. But even linear optimization benefits from Calculus (the derivative of the objective function is absolutely important) • Probability/Statistics. These cannot be seriously studied without multivariate Calculus. • Machine Learning, which makes heavy use of Statistics (and consequently, multivariate Calculus)
  • 6. Calculus in CSE • Data Mining and related subjects, which also use lots of Statistics; • Robotics, where a programmer will need to model physical movements of a robot, so he will need to know partial derivatives and gradients. • Analysis of Algorithms, where an analyzer uses the notion of limit right from the start
  • 7. Calculus in CSE • Discrete Math and Combinatorics if anyone get serious enough about generating functions, he'll need to know how to integrate and derivate certain formulas. And that is useful for Analysis of Algorithms Similarly, Taylor Series and calculus can be useful in solving certain kinds of recurrence relations, which are used in algorithm analysis.
  • 8. Calculus in CSE • Scientific computing. Computer algebra systems that compute integrals and derivatives directly, either 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 (e.g., computational fluid dynamics) necessarily involves computing derivatives and integrals. • 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. See the book Analytic Combinatorics by Flajolet and Sedgewick
  • 9. Calculus in CSE • In stochastic simulation, we are often interested in estimating the expected value of a random variable. The expected value of a continuous random variable is an integral over the real numbers. To estimate this quantity, we use the Monte Carlo method which consists of generating instances of this random variable from pseudorandom uniform variables. From these uniform variables, we can generate random variables from a given distribution by inverting the cumulative distribution function which is defined itself as an integral.
  • 10. CALCULUS is that part of mathematics which has unique importance in almost every field of education Specially in CSE. The discovery of calculus is considered as one of the major success in the field of mathematics.