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In a Competitive examination of 5000 students, the marks of the examinees in statistics were found to be distributed normally with mean 45 and standard deviations 14.

Determine the number of examinees whose marks, out of 100 were;

(i) Less than 30.                                                         2MKS

(ii) Between 30 and 70.                                              2MKS

(iii) Between 60 and 80.                                          2MKS

(iv) More than 60.                                                 2MKS

(v) More than 40                              2MKS


How many children belong to the upper 15% of the group?


Implement the following questions using Python. Make use of conditional and print statements. Make sure to clearly define your variables and don’t forget to indent your code.

Note: Solutions without indentation will be awarded no marks.


The logician Raymond Smulyan describes an island containing two types of people:

knights who always tell the truth and knaves who always lie. You visit the island and are approached by two natives who speak to you as follows:

• A says: B is a knight.

• B says: A and I are of opposite type.

What are A and B?

Hint: You are required to solve 4 puzzles from this problem statement. Think!


Translate each of these nested quantifications into an English statement that expresses a mathematical fact. The domain in each case consists of all real numbers.

a) ∃x ∀y(x + y = y)

b) ∀x ∀y (((x ≥ 0) ∧ (y < 0)) → (x − y > 0))

c) ∃x ∃y(((x ≤ 0) ∧ (y ≤ 0)) ∧ (x − y > 0))

d) ∀x ∀y((x ≠ 0) ∧ (y ≠ 0) ↔ (xy ≠ 0))


Apply definition of antiderivative and find area under the curve of f(x) = x^1/2 between x=0 and

x=1


Implement the following questions using Python. Make use of conditional and print statements.

Make sure to clearly define your variables and don’t forget to indent your code.

Note: Solutions without indentation will be awarded no marks.

Part a:

If compound X is boiling, then its temperature must be at least 150◦C.” Assuming that this

statement is true, which of the following must also be true?

a. If the temperature of compound X is at least 150◦C, then compound X is boiling.

b. If the temperature of compound X is less than 150◦C, then compound X is not boiling.

c. Compound X will boil only if its temperature is at least 150◦C.

d. If compound X is not boiling, then its temperature is less than 150◦C.

e. A necessary condition for compound X to boil is that its temperature be at least 150◦C.


The notation: ∃! x P(x)

means “There exists a unique x such that P(x)”.

If the domain consists of all integers, what are the truth values of these statement?

1. ∃! x(x > 1)

2. ∃! x(x

2 = 1)

3. ∃! x(x + 3 = 2x)

4. [∃! xP(x)] → [∃xP(x)]

5. [∀xP(x)] → [∃! xP(x)]

6. [∃! x~P(x)] → [~∀xP(x)]

7. ∃! x(x = x + 1)

8. ~(∃! xP(x)) → ∀xP(x)

9. (∃xP(x) ∧ ∃xQ(x)) → ∃x (P(x) ∧ Q(x))

10. (∀xP(x) ∨ ∀xQ(x)) → ∀x (P(x) ∧ Q(x))


Find absolute maximum and minimum of the function f(x) = 2x^2- 5 in [-1, 2].


Determine if the following argument is valid or if it exhibits the converse or the inverse error. Use symbols to write the logical form of argument. If the argument is valid, identify the rule of inference that guarantees its validity. Otherwise, state whether the converse or the inverse error is made.

If at least one of these two numbers is divisible by 6,

then the product of these two numbers is divisible by 6.

Neither of these two numbers is divisible by 6.

∴ The product of these two numbers is not divisible by 6.


1)Translate these statements into English, where C(x) is “x is a comedian” and F(x) is “x is funny” and the domain consists of all people.



a) ∀x(C(x) → F(x))



b) ∀x(C(x) ∧ F(x))



c) ∃x(C(x) → F(x))



2) Somie, a leader of the underworld, was killed by one of his own band of four henchmen. Detective Sharp interviewed the men and determined that all were lying except for one. He deduced who killed Somie on the basis of the following statements:


a. Socko: Lefty killed Somie.


b. Fats: Muscles didn’t kill Somie.


c. Lefty: Muscles was shooting craps with Socko when Somie was knocked off.


d. Muscles: Lefty didn’t kill Somie.



Who did kill Somie?

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