Constrained Optimization using Lagrange multipliers with Commerce applications

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SUMMARY

The discussion focuses on optimizing the pricing strategy for Company A's new tablet computers using constrained optimization techniques, specifically Lagrange multipliers. The demand curve is defined as q=700-p, where p represents the price in dollars and q represents the number of customers (in units of 1000). The manufacturing costs are $300 for the first production run and $200 for the second run. The predicted profit for the initial prices of p_1=$500 and p_2=$400 is $60 million, highlighting the need for a systematic approach to derive the objective function for maximizing profit.

PREREQUISITES
  • Understanding of demand curves and pricing strategies
  • Familiarity with profit calculation: Revenue minus Cost
  • Knowledge of constrained optimization techniques, specifically Lagrange multipliers
  • Basic algebraic manipulation and function formulation
NEXT STEPS
  • Study Lagrange multipliers for constrained optimization problems
  • Learn how to derive objective functions from real-world scenarios
  • Research pricing strategies in economics and their impact on demand
  • Explore case studies on profit maximization in product launches
USEFUL FOR

Economists, product managers, and business analysts involved in pricing strategy and profit optimization for new product launches.

PandaherO
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Homework Statement



Hello! I'm having some difficulty getting the objective function out of this question, any help/hints would be appreciated >.<

Company A prepares to launch a new brand of tablet computers. Their strategy is to release the first batch with the initial price of p_1 dollars, then later lower the price to p_2 dollars to capture more customers. Demand curve follows q=700-p, where p is any price (dollars) and q is the number of ppl (in units of 1000 ppl) who are willing to buy it at price p dollars.

Cost is $300/each to manufacture each tablet, in the first production, and $200 in the 2nd run, due to factory improvements.

Devise a price strategy for Company A to maximize their profit.

Homework Equations



Note ppl who alrady bought the tablet at the higher price will not buy it agian after the price drop. Ppl who buy during the second run are only those willing ot buy at price p_2 but not at price p_1

Profit=Revenues less cost
R=pq

*predicted profit for p_1=500$, p_2=400$ is $60million

The Attempt at a Solution



So there's two sets tablets being made for p1 and p2 and we want to max the profit, and
profit= R-C
or f(p,q)= pq-q*C
given demand curve q=700-p , cost for 1st run, $300 cost for 2nd run $200

p(700-p)-q(300q_1+200q_2) ??
(p_1+p_2)(700-p) -q(300q_1+200q_2)??

^I think I'm missing something for the objective function :S and I'm not quite sure where the hint (p1,p2)=(500,400) is 60million comes in...
 
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PandaherO said:

Homework Statement



Hello! I'm having some difficulty getting the objective function out of this question, any help/hints would be appreciated >.<

Company A prepares to launch a new brand of tablet computers. Their strategy is to release the first batch with the initial price of p_1 dollars, then later lower the price to p_2 dollars to capture more customers. Demand curve follows q=700-p, where p is any price (dollars) and q is the number of ppl (in units of 1000 ppl) who are willing to buy it at price p dollars.

Cost is $300/each to manufacture each tablet, in the first production, and $200 in the 2nd run, due to factory improvements.

Devise a price strategy for Company A to maximize their profit.

Homework Equations



Note ppl who alrady bought the tablet at the higher price will not buy it agian after the price drop. Ppl who buy during the second run are only those willing ot buy at price p_2 but not at price p_1

Profit=Revenues less cost
R=pq

*predicted profit for p_1=500$, p_2=400$ is $60million


The Attempt at a Solution



So there's two sets tablets being made for p1 and p2 and we want to max the profit, and
profit= R-C
or f(p,q)= pq-q*C
given demand curve q=700-p , cost for 1st run, $300 cost for 2nd run $200

p(700-p)-q(300q_1+200q_2) ??
(p_1+p_2)(700-p) -q(300q_1+200q_2)??

^I think I'm missing something for the objective function :S and I'm not quite sure where the hint (p1,p2)=(500,400) is 60million comes in...

The two formulas you wrote above (before the ?? signs) make no sense at all. One of them has a p in it, but there is no p: there are only p_1 and p_2. The other has a q in it (as well as p), but there is no q: there are only q_1 and 1_2. So, instead of writing down random formulas, stop and *think*, and approach the problem systematically. If price p_1 is given, how many tablets are sold (that is q_1)? What it the revenue? What is the cost? After the price is cut to p_2, what is q_2? What is the revenue? What is the cost? Altogether, what is the total revenue and the total cost?

What is the relevance of the statement that people who bought at price p_1 will not then buy again at price p_2?

RGV
 

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