Question

determine how many milliseconds it will take to reach 10,000 atoms based on the logarithmic regression model T = a + b * log(X), Given the data points: - At time 700 ms, there are about 1500 atoms - At time 770 ms, there are 3000 atoms

94

likes
469 views

Answer to a math question determine how many milliseconds it will take to reach 10,000 atoms based on the logarithmic regression model T = a + b * log(X), Given the data points: - At time 700 ms, there are about 1500 atoms - At time 770 ms, there are 3000 atoms

Expert avatar
Jayne
4.4
106 Answers
Step 1: Find the values of "a" and "b" using the given data points.

Given:
When time, X = 700 ms, atoms, T = 1500
1500 = a + b * \log(700) ...... (1)

When time, X = 770 ms, atoms, T = 3000
3000 = a + b * \log(770) ...... (2)

Step 2: Solve equations (1) and (2) simultaneously to find "a" and "b".

Subtract equation (1) from equation (2):
3000 - 1500 = b * (\log(770) - \log(700))
1500 = b * \log\left(\frac{770}{700}\right)
1500 = b * \log\left(\frac{77}{70}\right)
1500 = b * \log(1.1)
1500 = b * 0.0414
b = \frac{1500}{0.0414}
b \approx 36232.92

Substitute the value of "b" back into equation (1):
1500 = a + 36232.92 * \log(700)
a = 1500 - 36232.92 * \log(700)
a \approx -25252.862

Step 3: Substitute the values of "a" and "b" into the regression model.

The regression model is T = a + b * \log(X) where a \approx -25252.862 and b \approx 36232.92.

Step 4: Find the time it takes to reach 10,000 atoms using the regression model.

10000 = -25252.862 + 36232.92 * \log(X)
36232.92 * \log(X) = 10000 + 25252.862
36232.92 * \log(X) = 35252.862
\log(X) = \frac{35252.862}{36232.92}
\log(X) \approx 0.9725
X = 10^{\log(X)}
X \approx 10^0.9725
X \approx 9.543

Answer: It will take approximately 9.543 milliseconds to reach 10,000 atoms based on the logarithmic regression model.

Frequently asked questions (FAQs)
Math Question: Convert 2.15 x 10^4 into standard notation.
+
Math question: Find the smallest positive integer solutions for x, y, z in the equation xⁿ + yⁿ = zⁿ, where n>2.
+
Question: What is 3/8 as a decimal and percentage? Compute and round to the nearest thousandth.
+
New questions in Mathematics
what is 3% of 105?
I) Find the directional derivative of 𝑓(𝑥, 𝑦) = 𝑥 sin 𝑦 at (1,0) in the direction of the unit vector that make an angle of 𝜋/4 with positive 𝑥-axis.
In a store there are packets of chocolate, strawberry, tutti-frutti, lemon, grape and banana sweets. If a person needs to choose 4 flavors of candy from those available, how many ways can they make that choice?
The sum of two numbers is 6, and the sum of their squares is 28. Find these numbers exactly
4x567
Margin of error E=0.30 populations standard deviation =2.5. Population means with 95% confidence. What I the required sample size (round up to the whole number)
Desarrolla (2x)(3y + 2x)5
A storage maker price is $2.50 per square feet. Find the price of a custom shed 4 yards long, and 5yards wide and 8 feet tall
7=-4/3y -1
Use the power rule for logarithms to solve the following word problem exactly. If you invest $1, 000 at 5% interest compounded annually, how many years will it take before you have $2,000?
The two sides of the triangle are 12 cm and 5 cm, and the angle between the sides is 60°. Cover the area of ​​the triangle!
The sick-leave time of employees in a firm in a month is normally with a mean of 100 hours and a standard deviation of 20 hours. Find the probability that the sick-leave time of an employee in a month exceeds 130 hours.
In measuring the internal radius of a circular sewer the measurement is 2% too large. If this measurement is then used to calculate the circular cross-sectional area of the pipe: Determine, by using the binomial theory, the percentage error that will occur compared to the true area.
Write the equation of the line that is parallel to y= 4x-7 and has a y- intercept at (0,5)
7- A printing company found in its investigations that there were an average of 6 errors in 150-page prints. Based on this information, what is the probability of there being 48 errors in a 1200-page job?
1. The cost to transport 250 packages of cement 120 kilometers is $600. What will be the cost to transport 500 packages 300 kilometers?
Convert (324)𝑓𝑖𝑣𝑒 into base-ten
The perimeter of a rectangular rug is 42 feet. The width is 9 feet. What is the length?
Paul invites 12 friends to his birthday. He wants to give 15 candies to everyone two. The candies are sold in packs of 25. How many should he buy? packages?
(3.1x10^3g^2)/(4.56x10^2g)