Applications of Differentiation II

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Homework Help Overview

The problem involves a research study on the commercial fishing situation, specifically focusing on the total catch of coral fish over time, modeled by a logarithmic equation. The participants are exploring the parameters of the model based on given data points.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the derivation of a specific equation from the model and question the validity of the results obtained for the parameters a and k. There is also inquiry into the implications of the model as t approaches infinity and the resulting total catch.

Discussion Status

Some participants have successfully solved parts of the problem, while others express confusion regarding the results, particularly the total catch estimate. There is an acknowledgment of potential round-off errors affecting the calculations, and one participant indicates they have resolved their confusion.

Contextual Notes

There is mention of a skipped part of the problem involving differentiation, which may affect the overall understanding of the model's behavior over time.

chrisyuen
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Homework Statement



A research studied the commercial fishing situation in a certain fishing zone. Denoting the total catch of corel fish in that zone in t years time from January 1, 1992 by N(t) (in thousand tonnes), he obtained the following data:

t=2, N(t)=55
t=4, N(t)=98

The research modeled N(t) by ln N(t) = a - e^(1-kt) where a and k are constants.

(a) Show that e^(-4k) - e^(-2k) + ln (98/55) / e = 0

Hence find, to 2 decimal places, two sets of values of a and k.

(b) The research later found out that N(7) = 170. Determine which set of values of a and k obtained in (a) will make the model fit for the known data.

Hence estimate, to the nearest thousand tonnes, the total possible catch of coral fish in that zone since January 1, 1992.

(c) Skipped (involved differentiation).

Answers
(a): k = 0.59, a = 4.84 or k = 0.18, a = 5.89
(b): k = 0.18, a = 5.89; 361 thousand tonnes
(c): skipped

Homework Equations



Quadratic Equations and Differentiation Rules

The Attempt at a Solution



I can solve (a) and first part of (b) successfully.

However, I don't understand why second part of (b) should be 361 thousand tonnes.

The formula I used is ln N(t) = 5.90 - e^(1-0.18t),

when I performed backward calculation, t is 30.55 years.

It is quite strange and I can't get it.

Can anyone tell me how to solve it?

Thank you very much!
 
Last edited:
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Should I need to set t -> infinity to get the result?

However, N(t) -> 365 (but not 361) when t -> infinity.
 
It is due to round-off error. If you use the rounded a=5.89 to calculate the total catch, you will get 361.
 
I got it!

Thank you very much!
 

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