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An Introduction to Mathematical Modeling

Edward A. Bender

Chapter 3

GRAPHICAL METHODS - all with Video Answers

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Chapter Questions

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Problem 1

Problems 1 to 5 deal with the arms race model.
Suppose that both countries install $N$ warheads in each missile and that the new warheads are as effective as the old ones. Show that both countries will require more warheads.

Oluwadamilola Ameobi
Oluwadamilola Ameobi
Numerade Educator

Problem 1

Discuss modifications of the cobweb model when there is a time lag of more than 1 year in production, for example, raising hogs. The prices for hogs and corn (the principal feed for hogs) oscillate, and there is a fairly good correlation when they are offset a bit. Explain.

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Problem 2

Suppose a country is able to retarget missiles in flight so as to aim for missiles that previous warheads have failed to destroy. Discuss the effect.

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Problem 2

The demand for new graduates in various fields fluctuates. How should your department adapt its graduate program to help stabilize the situation? This problem is purposely very vague in hopes of generating a discussion based on reasonable models. Don't forget that feasibility is important. Engineering departments have gone through at least two cycles.

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Problem 3

Various criteria have been used to evaluate proposed changes in missile systems. Try to evaluate the changes discussed in the text and the problems on the basis of (a) economics (cost) and (b) amount of radioactivity released in the event of a war.

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Problem 3

Discuss the group interaction model when $\partial \varphi / \partial F>0$ for small $F$.

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Problem 4

There are aspects of the armaments race that become important only when a country is not as heavily armed as the United States and the U.S.S.R. When a country is just developing a nuclear strike force, it may be able to inflict heavy damage with a first strike but may be incapable of a retaliatory strike.
(a) Develop a model and use it to explain "preventive war." Can you apply the model to the People's Republic of China?
(b) Can you model the early years of the missile race?
This is a rather unclear area, so class discussion may lead to a variety of ideas. You may wish to consult M. D. Intriligator (1973).

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Problem 4

Suppose that two species are in competition. Let the number of members of the first species in the population be $x$ and the number of the second be y. Assume that the environment if fairly constant.
(a) Show that it is reasonable biologically to suppose that there exists a curve $y=r(x)$ of negative slope such that species 1 increases if and only if $(x, y)$ lies below the curve.
(b) State the corresponding assumption for species 2.
(c) Show that the equilibrium points are the intersection points of the curves, the point $(0,0)$, the point $(f(0), 0)$, and the corresponding point for species 2.
(d) Determine the stability of the various possible equilibria.

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Problem 5

The United States and the U.S.S.R. signed an arms limitation agreement in May 1972. The number of offensive missiles allowed each country is limited, with a trade-off formula for land-based versus submarine-
based missiles. There is no limitation on the use of multiple warheads or on improving missile technology. Each country is limited to two ABM sites of 100 missiles each. One site is for protection of the capital city and the other for protection of an ICBM site.
(a) Discuss this agreement in light of the models presented here. Include any relevant later agreements in the discussion. Politics is more complicated than our simple model, so you will have to weigh various factors that might affect the model's validity.
(b) How can the model be improved to help in answering (a)?

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05:51

Problem 5

You are called upon to advise an underdeveloped country on methods for increasing per-capita income. This problem briefly considers two difficulties you may encounter. It is an economics theory result that per-capita income is greater when accumulated capital per capita is greater. The idea is that, under suitable assumptions, since more capital is available it is used to help improve production. Do you think this applies to underdeveloped countries? What happens if capital is invested abroad or foreign capital is brought in? Let's assume that the economies theory result still applies. By definition, the capital accumulated in a year equals income (i.e., production) minus consumption.
(a) Fractional rates of growth are defined in the same way as net growth rates in biology: $x^{\prime}(t) / x(t)$. We denote the fractional rate of growth of $x$ by $x^*$. Let $K$ stand for total capital and $P$ for total population. Show that per-capita income is increasing if and only if $K^*>P^*$.
(b) One could suppose that $P^*$ and $K^*$ depend on per-capita income. Argue this point. Supposing it to be true, plot $P^*$ and $K^*$ as functions of per-capita income and show that intersections of the curves correspond to equilibria. How can you determine stability?
(c) In each of the following cases, discuss the shape of the $K^*$ and $P^*$ curves near the given income level and use (b) to explain why these effects can keep per-capita income from increasing.
(i) Rising expectations: At a certain income level, savings decrease because people try to mimic more affluent societies.
(ii) Population explosion: At a certain income level, improved sanitation and diet reduce the death rate, but the birth rate takes much longer to fall because it is the result of custom.
(d) That's the background for showing the ministers of the country some of the problems they face and what is going on. Now, advise them.

Md.Daniyal Arshad
Md.Daniyal Arshad
Numerade Educator
03:19

Problem 6

Will a group of small islands have more or fewer species per island than an isolated small island? Assume that all the islands are about the same distance from the mainland and the same size.

Saad Umar
Saad Umar
Numerade Educator

Problem 7

Discuss what happens in the model dealing with the theory of the firm if the marginal cost curve does not intersect the marginal income curve.

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02:25

Problem 8

In the short term, ordinary wages are a fixed cost and overtime wages are a marginal cost.
(a) Explain the previous statement.
(b) Show that the marginal cost curve has a discontinuity at the level of production corresponding to full usage of labor without overtime.
(c) What effect will this have on the results developed in the model of production by a firm?

Doris Bennett
Doris Bennett
Numerade Educator