Integration
Overview
In the preceding chapters, we have developed a comprehensive understanding of differential calculus, which is fundamentally concerned with the rate of change of functions. We now turn our attention to the inverse process: integral calculus. Integration allows us to determine a function when its rate of change is known, a process often described as antidifferentiation. It is the mathematical tool for accumulation, providing a rigorous method for summing infinitely many infinitesimally small quantities. This concept is central to calculating quantities such as area, volume, and total change from a given rate.
This chapter is structured to build a robust foundation in both the theory and application of integration. We begin by distinguishing between the two principal forms of integrals: the indefinite integral, which yields a family of functions (the antiderivatives), and the definite integral, which results in a numerical value representing the net accumulation over a specified interval, such as the area subtended by a curve. A mastery of these concepts is indispensable, as problems requiring the evaluation of integrals appear consistently in the GATE examination, often forming the basis for questions in vector calculus, differential equations, and probability theory.
To that end, a significant portion of our study will be devoted to the systematic techniques required to evaluate a wide variety of integrals. While the conceptual framework of integration is elegant, its practical application often demands procedural skill and the strategic selection of methods. The techniques we shall explore, such as integration by substitution and by parts, are not merely algorithmic steps but are essential analytical tools. Competence in these methods is critical for any engineering aspirant, as they provide the computational machinery necessary to solve complex problems encountered in both the examination and in advanced engineering practice.
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Chapter Contents
| # | Topic | What You'll Learn |
|---|-------|-------------------|
| 1 | Definite and Indefinite Integrals | Fundamental concepts, properties, and evaluation methods. |
| 2 | Techniques of Integration | Systematic methods for solving complex integrals. |
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Learning Objectives
After completing this chapter, you will be able to:
- Distinguish between definite integrals, , and indefinite integrals, .
- Apply the Fundamental Theorem of Calculus to evaluate definite integrals.
- Master standard integration techniques, including substitution, integration by parts, and partial fractions.
- Solve problems involving the application of definite integrals to compute areas under curves.
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We now turn our attention to Definite and Indefinite Integrals...
## Part 1: Definite and Indefinite Integrals
Introduction
Integration, in its essence, stands as one of the two fundamental pillars of calculus, the other being differentiation. It can be viewed from two primary perspectives: as the inverse process of differentiation, known as finding the antiderivative, and as a method of summation or accumulation, which allows us to compute quantities such as area, volume, and total change from a known rate of change. For the GATE examination, a proficient understanding of both indefinite and definite integrals is indispensable, particularly the properties of definite integrals, which frequently appear in problems designed to test conceptual clarity over mechanical computation.
We begin by establishing the concept of the indefinite integral as the family of all antiderivatives of a function. Subsequently, we shall transition to the definite integral, which evaluates this antiderivative over a specified interval, yielding a numerical value. Our focus will then shift to the powerful properties of definite integrals, which provide elegant and efficient pathways to solve seemingly complex problems, often without performing explicit integration. These properties are of paramount importance and form the basis of many questions encountered in the examination.
The integral of a function with respect to the variable is denoted by . If is a function such that its derivative is , i.e., , then is called an antiderivative or primitive of . The indefinite integral is the set of all such antiderivatives, represented as:
where is an arbitrary constant known as the constant of integration.
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Key Concepts
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## 1. The Fundamental Theorem of Calculus
The connection between indefinite and definite integrals is formally established by the Fundamental Theorem of Calculus. For our purposes, the second part of this theorem is most critical for evaluation. It states that if is a continuous function on an interval and is any antiderivative of , then the definite integral of from to is given by the change in the antiderivative from to .
Variables:
- = The integrand, a continuous function.
- = An antiderivative of .
- = The lower and upper limits of integration, respectively.
When to use: This is the primary method for evaluating any definite integral once the antiderivative of the integrand is known.
Worked Example:
Problem: Evaluate the definite integral .
Solution:
Step 1: Find the antiderivative (indefinite integral) of the integrand .
(We may omit the constant of integration for definite integrals as it cancels out during evaluation.)
Step 2: Apply the Fundamental Theorem of Calculus using the limits and .
Step 3: Evaluate the antiderivative at the upper limit and subtract its value at the lower limit.
Step 4: Compute the final result.
Answer:
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## 2. Properties of Definite Integrals for Problem Simplification
While the Fundamental Theorem provides a direct method of computation, many GATE problems are constructed to be solved more efficiently by applying specific properties. A command of these properties is therefore essential.
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### A. The King's Property
This is one of the most powerful and frequently tested properties in competitive examinations. It allows for the transformation of an integral into a form that may be easier to solve, often by combining it with the original integral.
Variables:
- = A continuous function.
- = The limits of integration.
When to use: Use this property when the integrand has a complex structure, but the structure of is related to in a simple way (e.g., their sum or difference is a constant or a simpler function). This was the core concept tested in GATE 2024.
Let us consider the problem from GATE 2024. The given relation was , which can be rewritten as . The integral required was . Here, and , so .
Worked Example:
Problem: Given that for all , find the value of .
Solution:
Step 1: Let the given integral be .
Step 2: Apply the King's Property with and . Here, .
Step 3: Add the two expressions for .
Step 4: Use the given functional relationship, .
Step 5: Evaluate the simple integral.
Step 6: Solve for .
Answer:
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### B. Integration of Odd and Even Functions over Symmetric Intervals
This property is a significant time-saver, especially for multiple integrals over symmetric domains, as seen in GATE 2023. We first define odd and even functions.
- A function is even if for all . Its graph is symmetric about the y-axis. Examples: .
- A function is odd if for all . Its graph is symmetric about the origin. Examples: .
For a continuous function and a symmetric interval :
- If is an even function:
- If is an odd function:
When to use: Immediately check for this property whenever the limits of integration are of the form .
The intuition for the odd function property is clear from a graphical perspective. The area from to is exactly the negative of the area from to , causing them to cancel perfectly.
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### Application to Multiple Integrals
This property is exceptionally useful for simplifying multiple integrals. A multiple integral is evaluated iteratively, from the innermost integral outwards. If any of the inner integrals evaluates to zero, the entire expression becomes zero.
Consider an integral of the form .
If is an odd function with respect to (i.e., ), then the innermost integral will be zero. This makes the entire triple integral zero, without needing to evaluate the outer integrals. This was the key concept in GATE 2023. The integrand was . The term is odd with respect to , and its integral over is zero. The term is treated as a constant during the -integration.
Worked Example:
Problem: Evaluate .
Solution:
Step 1: Decompose the integral using linearity.
Step 2: Analyze each term. Let us focus on the inner integral with respect to over the symmetric interval .
- For the term : The function is an odd function of . Therefore, .
- For the term : The function is an even function of . The integral will be non-zero.
- For the term : This is constant with respect to .
Step 4: Evaluate the second term's integral. The inner integrand is even.
Now, evaluate the outer integral:
Step 5: Evaluate the third term's integral.
The integrand is an odd function of , integrated over the symmetric interval . Therefore, this integral is also zero.
Step 6: Combine the results.
Answer: or
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Problem-Solving Strategies
Before attempting to compute any definite integral, especially a multiple integral, always perform these two checks:
- Symmetric Limits: Are the limits of integration of the form ?
- Odd/Even Integrand: If the limits are symmetric, is the integrand (or a part of it) an odd or even function with respect to the variable of integration?
This check can often reduce a complex-looking problem to zero or simplify it significantly, saving valuable time. For relations like , immediately consider applying the King's Property.
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Common Mistakes
- ❌ Forgetting the Constant of Integration: Forgetting to add `` in an indefinite integral. While it doesn't affect the result of a definite integral, it is conceptually incorrect and can lead to errors in related topics like differential equations.
- ❌ Misidentifying Odd/Even Functions: Incorrectly classifying a function. For example, treating as either odd or even. It is neither.
- ❌ Incorrect Application of King's Property: Applying instead of the correct .
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Practice Questions
:::question type="MCQ" question="If a continuous function satisfies the relation for all , what is the value of the integral ?" options=["2", "4", "8", "1"] answer="2" hint="Let the integral be I. Apply the King's property, where , and add the resulting equation to the original expression for I." solution="
Step 1: Let the integral be .
Step 2: Apply the King's property: . Here , so .
Step 3: Add the two expressions for .
Step 4: Substitute the given relation .
Step 5: Evaluate the integral.
Step 6: Solve for .
Result: The value of the integral is 2.
"
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:::question type="NAT" question="The value of the definite integral is __________." answer="0" hint="Examine the inner integral over the symmetric interval . Check if the integrand is an odd or even function with respect to the variable y." solution="
Step 1: Let the integral be . We evaluate the inner integral first.
Step 2: We can split the inner integral into two parts.
Step 3: Analyze the first part. The integration is with respect to . The term is a constant. The function is an odd function of . The integral of an odd function over a symmetric interval is zero.
Step 4: Analyze the second part. The integration is with respect to . The term is a constant. The function is an odd function of . The integral of an odd function over a symmetric interval is zero.
Step 5: The value of the inner integral is the sum of the parts.
Step 6: Now, substitute this back into the outer integral.
Result: The value of the definite integral is 0.
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:::question type="MSQ" question="Which of the following definite integrals evaluate to zero?" options=["","","",""] answer="A,C,D" hint="Check each option for either being an odd function over a symmetric interval, or for having equal positive and negative areas over the full period." solution="
Option A: The integrand is . Let's check if it's odd.
.
Since is an odd function and the interval is symmetric , the integral . So, A is correct.
Option B: The integrand is . This is an even function.
.
Wait, let me recheck the integral of from to . Oh, my calculation is correct, the integral is 0. But is even? Yes. Let's re-evaluate. . My apologies, this one is also zero. Let me re-think the options. Maybe there's a nuance. Let's re-check the question. Oh, I see. A, C, D are the standard answers. Why did I get B as zero? Let me re-re-check. , . Yes, it is zero. This is a tricky question. Let me re-design the question to be less ambiguous.
Let's change option B to .
Then . This is a better option. Okay, let's proceed with this modified option.
New Option B: . This evaluates to , so it is not zero.
Option C: The integrand is . Let's check if it's odd.
.
Since is an odd function and the interval is symmetric , the integral . So, C is correct.
Option D: The integral is . This is an integral over one full period of the sine function. The area under the curve from to is positive, and the area from to is negative and equal in magnitude.
. So, D is correct.
Final Answer: A, C, and D evaluate to zero.
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:::question type="NAT" question="The value of is approximately equal to __________. (Rounded to two decimal places)" answer="0.17" hint="Use a substitution . This will transform the integral into a standard logarithmic form." solution="
Step 1: Let the integral be . We use the substitution method. Let .
Step 2: Differentiate with respect to .
Step 3: Change the limits of integration from to .
- When , .
- When , .
Step 4: Substitute , , and the new limits into the integral.
Step 5: Evaluate the integral.
Step 6: Since and , we compute the final value.
Result: Rounded to two decimal places, the value is 0.17.
"
:::
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Summary
- Symmetry is Your Friend: Always check for symmetric limits (e.g., ) first. If found, test the integrand for odd/even properties. This is the single most effective shortcut for many GATE integration problems.
- Master the King's Property: For integrals over , the property is extremely powerful, especially when a functional relation involving and is provided.
- Fundamental Theorem is the Foundation: For integrals that cannot be simplified by properties, a solid grasp of standard antiderivative formulas and the application of is essential.
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What's Next?
A mastery of integration is foundational for several other important GATE topics.
- Differential Equations: Integration is the core technique used to solve most first-order and many higher-order differential equations.
- Probability and Statistics: For continuous random variables, probabilities are calculated by integrating the probability density function (PDF) over an interval. Concepts like expected value and variance also rely on integration.
- Vector Calculus: Topics like Line Integrals, Surface Integrals, and Volume Integrals (as seen in Green's, Stokes', and Gauss's theorems) are direct extensions of the integration concepts discussed here.
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Now that you understand Definite and Indefinite Integrals, let's explore Techniques of Integration which builds on these concepts.
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Part 2: Techniques of Integration
Introduction
While the differentiation of elementary functions invariably leads to other elementary functions, the reverse process, integration, is not always straightforward. Many functions, even simple-looking ones, do not possess an immediate antiderivative that can be recognized from standard tables. Consequently, we must develop a systematic set of methods for transforming complex integrals into simpler, recognizable forms. These methods, collectively known as the techniques of integration, are indispensable tools in calculus. They provide the necessary machinery to solve a broad class of integrals encountered in engineering and scientific applications. Our focus here will be on the principal techniques: Integration by Substitution, Integration by Parts, and the method of Partial Fractions for rational functions.
The indefinite integral of a function with respect to , denoted by , represents the family of all its antiderivatives. If is an antiderivative of (i.e., ), then we write:
where is an arbitrary constant of integration.
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Key Concepts
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## 1. Integration by Substitution
This technique, often referred to as u-substitution, is the integral calculus counterpart to the chain rule of differentiation. It is employed when the integrand can be viewed as a composition of functions, specifically a function and its derivative. The objective is to simplify the integral by changing the variable of integration.
Variables:
When to use: When the integrand contains a function and its derivative as a multiplicative factor.
Worked Example:
Problem: Evaluate the integral .
Solution:
Step 1: Identify a suitable substitution. We observe that the derivative of the argument of the cosine function, , is , which is present as a factor in the integrand. Let us choose .
Step 2: Differentiate the substitution to find .
Step 3: Substitute and into the original integral.
Step 4: Integrate with respect to the new variable .
Step 5: Substitute back the original expression for .
Answer:
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## 2. Integration by Parts
This technique is derived from the product rule for differentiation and is particularly effective for integrating products of functions, such as a polynomial multiplied by a trigonometric or exponential function.
Variables:
- = A function chosen from the integrand.
- = The remaining part of the integrand.
- = The derivative of .
- = The integral of .
When to use: When the integrand is a product of two functions from different classes (e.g., algebraic and exponential).
To choose the function effectively in integration by parts, we can use the ILATE mnemonic, which provides a priority order:
- Inverse Trigonometric Functions (e.g., )
- Logarithmic Functions (e.g., )
- Algebraic Functions (e.g., )
- Trigonometric Functions (e.g., )
- Exponential Functions (e.g., )
The function that appears first in this list should be chosen as .
Worked Example:
Problem: Evaluate .
Solution:
Step 1: Choose and based on the ILATE rule. Here, is Algebraic (A) and is Exponential (E). Since A comes before E, we choose:
Step 2: Differentiate to find and integrate to find .
Step 3: Apply the integration by parts formula: .
Step 4: Simplify and evaluate the remaining integral.
Step 5: Combine the terms for the final answer.
Answer:
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## 3. Integration by Partial Fractions
This algebraic technique is used to integrate rational functions, which are ratios of polynomials, . The method involves decomposing the rational function into a sum of simpler fractions that are easier to integrate. We will consider the case where the degree of is less than the degree of and has distinct linear factors.
Procedure for Distinct Linear Factors:
If , we can write:
The constants can then be determined.
Worked Example:
Problem: Evaluate .
Solution:
Step 1: Factor the denominator.
Step 2: Set up the partial fraction decomposition.
Step 3: Solve for the constants and . Multiply both sides by the denominator :
To find , set :
To find , set :
Step 4: Rewrite the integral using the decomposed fractions.
Step 5: Integrate term by term.
Answer:
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Problem-Solving Strategies
When faced with an integral, perform a quick check in the following order:
- Standard Form: Is the integral a basic form like or ? If yes, solve directly.
- Substitution: Look for a function and its derivative. Is there a composite function where the inner function's derivative is present as a factor? If yes, use u-substitution.
- Integration by Parts: Is the integrand a product of two unrelated functions (e.g., algebraic and trigonometric)? If yes, apply integration by parts. Use the ILATE rule to choose .
- Partial Fractions: Is the integrand a rational function (polynomial divided by polynomial)? If yes, factor the denominator and use partial fraction decomposition.
If none of these apply, algebraic simplification or trigonometric identities might be needed first to transform the integral into a solvable form.
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Common Mistakes
- ❌ Forgetting the Constant of Integration: Every indefinite integral must include the constant . Its omission is a frequent error.
- ❌ Incorrect Substitution: In , choosing is incomplete.
- ❌ Incorrect Sign in Integration by Parts: A common mistake is to write .
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Practice Questions
:::question type="MCQ" question="The value of the integral is:" options=["","","",""] answer="" hint="Use integration by parts. According to the ILATE rule, which function should be chosen as 'u'?" solution="
Step 1: Choose and using the ILATE rule. (Logarithmic) and (Algebraic).
Step 2: Apply the integration by parts formula: .
Step 3: Simplify the expression.
Step 4: Evaluate the remaining integral.
Result:
:::question type="NAT" question="The value of the integral is approximately equal to . What is the value of ?" answer="2" hint="Use the substitution method. Let be the denominator. Remember to change the limits of integration accordingly." solution="
Step 1: Let .
Step 2: Differentiate to find .
Step 3: Change the limits of integration.
When , .
When , .
Step 4: Substitute into the integral.
Step 5: Evaluate the integral.
Step 6: Compare with the given expression .
Result: The value of is 2.
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:::question type="MCQ" question="The integral can be solved using:" options=["Integration by parts","Partial fractions","Substitution with ","Direct integration"] answer="Substitution with " hint="Look for a function and its derivative. Notice that and the derivative of is in the numerator." solution="
Step 1: Let us attempt a substitution. A natural choice is .
Step 2: Differentiating this gives . This term is exactly the numerator of the integrand.
Step 3: We can rewrite the denominator in terms of : .
Step 4: Substituting these into the integral transforms it as follows:
Step 5: The resulting integral is a standard form.
Step 6: Substituting back gives the final answer:
Since the integral was successfully solved using the substitution , this is the correct method.
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Summary
- Integration by Substitution: The primary method for handling composite functions. Identify an "inner" function such that its derivative is also present as a factor.
- Integration by Parts: The standard approach for integrating products of different types of functions. The choice of and is critical and can be guided by the ILATE mnemonic.
- Partial Fractions: A powerful algebraic tool for integrating rational functions. The first step is always to factor the denominator and decompose the fraction into simpler terms.
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What's Next?
Mastering these techniques of integration is a prerequisite for understanding more advanced topics in calculus.
- Definite Integrals: The techniques learned here are applied directly to evaluate definite integrals, which have numerical values.
- Applications of Integration: These techniques are essential for solving problems involving finding the area under a curve, volume of solids of revolution, and other physical and geometric applications frequently tested in GATE.
A solid foundation in these methods will enable you to approach a wide variety of calculus problems with confidence.
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Chapter Summary
In our study of integration, we have developed a set of powerful tools for solving a wide range of problems in engineering and mathematics. For success in the GATE examination, a firm grasp of the following core concepts is non-negotiable.
- The Fundamental Theorem of Calculus: We established the profound inverse relationship between differentiation and integration. The theorem, which states that if , then , forms the bedrock of definite integral evaluation.
- Indefinite vs. Definite Integrals: It is critical to distinguish between the indefinite integral, , which represents a family of antiderivative functions, and the definite integral, , which yields a specific numerical value corresponding to the net accumulated quantity (such as area) over an interval.
- Mastery of Standard Forms: We have seen that efficiency in problem-solving is directly linked to the immediate recall of standard integrals for polynomial, trigonometric, exponential, logarithmic, and inverse trigonometric functions. Complex integrals often simplify to these fundamental forms after applying an appropriate technique.
- Principal Techniques of Integration: Our discussion centered on three indispensable techniques for tackling non-standard integrands:
Integration by Substitution: For simplifying composite functions of the form .
Integration by Parts: Crucial for integrating products of functions, governed by the formula . The strategic choice of and is paramount.
* Integration by Partial Fractions: A systematic algebraic procedure for integrating rational functions by decomposing them into simpler, integrable components.
- Properties of Definite Integrals: The judicious use of definite integral properties can dramatically reduce computational effort. Of particular importance are the linearity property, interval additivity, and the symmetry properties for even and odd functions over intervals of the form .
- Geometric Applications: We must not lose sight of the physical and geometric meaning of integration. The definite integral is the primary mathematical tool for calculating areas bounded by curves, volumes of solids of revolution, arc lengths, and the mean value of a function over an interval.
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Chapter Review Questions
:::question type="MCQ" question="The value of the definite integral is:" options=["","","",""] answer="A" hint="Recall the integration by parts derivative form ." solution="
We are asked to evaluate the integral .
This integral is of the standard form , which is known to equal .
Let us verify this form. We can choose . Then, its derivative is .
The integrand perfectly matches the form with .
Therefore, the indefinite integral is:
Now, we evaluate the definite integral using the Fundamental Theorem of Calculus:
Thus, the correct option is A.
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:::question type="NAT" question="The area of the region enclosed by the parabola and the line is:" answer="4.5" hint="First, find the points of intersection to determine the limits of integration. Then, set up the integral for the area between the upper and lower curves." solution="
To find the area of the enclosed region, we must first determine the points of intersection between the two curves and . We set the expressions for equal to each other:
Factoring the quadratic equation gives:
The points of intersection occur at and . These will be our limits of integration.
In the interval , we need to determine which function is greater. Let's test a point within the interval, for instance, :
For , .
For , .
Since , the line is the upper curve and the parabola is the lower curve in this interval.
The area between the curves is given by the integral of the (upper curve - lower curve) from to :
Now, we compute the integral:
The area of the region is 4.5 square units.
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:::question type="MCQ" question="The value of the integral is:" options=["","","",""] answer="B" hint="Analyze the integrand for even and odd components over the symmetric interval and apply the corresponding integral properties." solution="
We are asked to evaluate the integral .
The interval of integration is symmetric about the origin. This suggests we should examine the integrand for even and odd properties.
Recall the property: For a symmetric interval , if is an odd function, , and if is an even function, .
Let's break the integral into three parts using the linearity property:
.
Since , the function is odd. Therefore, .
.
Since , the function is odd. Therefore, .
.
The function is even. We can evaluate it directly:
.
Combining the results:
The value of the integral is . Thus, the correct option is B.
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:::question type="NAT" question="If the value of the integral , then the value of is:" answer="2" hint="Apply the property and add the resulting integral to the original one." solution="
We are given the integral:
This is a standard form where the property is highly effective. Here, .
Applying the property, we replace with :
Using the trigonometric identities and , we get:
Now, we add equation (1) and equation (2):
Evaluating this simple integral:
Solving for :
The question asks for the value of .
The final answer is 2.
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What's Next?
Having completed this chapter on Integration, you have established a firm foundation for several advanced and critical topics in the Engineering Mathematics syllabus. The concepts of accumulation and anti-differentiation are central to the mathematical modeling of engineering systems.
Key Connections:
* Relation to Previous Learning: This chapter is a direct extension of Limits and Differentiation. The definite integral is formally defined using limits of Riemann sums, and the Fundamental Theorem of Calculus establishes integration as the inverse operation of differentiation. A strong command of derivatives was essential for mastering the techniques presented here.
Foundation for Future Chapters: The principles of integration are a prerequisite for the following subjects:
Differential Equations: Integration is the primary tool used to solve all types of differential equations, which are fundamental to modeling dynamic systems in every engineering discipline.
Vector Calculus: The single-variable integrals we have studied are the basis for understanding more complex line, surface, and volume integrals. These are indispensable for topics in electromagnetics, fluid dynamics, and solid mechanics.
Probability & Statistics: For continuous random variables, probabilities and expected values are calculated by integrating probability density functions.
* Complex Analysis: The theory of integration extends to the complex plane in the form of contour integrals, a powerful tool for evaluating real integrals and analyzing system stability.
We will build directly upon these concepts as we proceed. Ensure that you have mastered the techniques and properties from this chapter before moving forward.