Maximizing $a+b$ given Quadratic Constraint

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Discussion Overview

The discussion revolves around maximizing the expression $a+b$ under the constraint defined by the equation $a^2-1+b^2-3b=0$. The scope includes mathematical reasoning and problem-solving approaches related to optimization within the context of a quadratic constraint.

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  • Mathematical reasoning

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  • One participant presents the problem of maximizing $a+b$ given the quadratic constraint.
  • Another participant begins to outline their solution approach but does not provide details.
  • A third participant also indicates they have a solution but does not elaborate further.
  • A suggestion for an alternative solution is mentioned, attributed to other participants, but specifics are not provided.

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The discussion does not show clear agreement or disagreement as specific solutions and methodologies have not been fully articulated by the participants.

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Details of the proposed solutions and the mathematical steps involved remain unspecified, leaving the discussion open-ended regarding the methods and outcomes.

anemone
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Find the maximum of $a+b$, given $a^2-1+b^2-3b=0$.
 
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My solution:

Using Lagrange multipliers, we obtain:

$$1=\lambda(2a)$$

$$1=\lambda(2b-3)$$

This implies:

$$a=b-\frac{3}{2}$$

Substituting into the constraint, we obtain:

$$\left(b-\frac{3}{2} \right)^2-1+b^2-3b=0$$

$$2b^2-6b+\frac{5}{4}=0$$

$$8b^2-24b+5=0$$

$$b=\frac{6\pm\sqrt{26}}{4}$$

Hence:

$$a=\frac{\pm\sqrt{26}}{4}$$

And so the maximum of the objective function $f(a,b)=a+b$ is:

$$f_{\max}=f\left(\frac{\sqrt{26}}{4},\frac{6+\sqrt{26}}{4} \right)=\frac{3+\sqrt{26}}{2}$$
 
MarkFL said:
My solution:

Using Lagrange multipliers, we obtain:

$$1=\lambda(2a)$$

$$1=\lambda(2b-3)$$

This implies:

$$a=b-\frac{3}{2}$$

Substituting into the constraint, we obtain:

$$\left(b-\frac{3}{2} \right)^2-1+b^2-3b=0$$

$$2b^2-6b+\frac{5}{4}=0$$

$$8b^2-24b+5=0$$

$$b=\frac{6\pm\sqrt{26}}{4}$$

Hence:

$$a=\frac{\pm\sqrt{26}}{4}$$

And so the maximum of the objective function $f(a,b)=a+b$ is:

$$f_{\max}=f\left(\frac{\sqrt{26}}{4},\frac{6+\sqrt{26}}{4} \right)=\frac{3+\sqrt{26}}{2}$$

Bravo, my dearest admin!(Party) And thanks for participating! :cool:
 
Solution suggested by other:

$a^2-1+b^2-3b=0$ can be rewritten as $a^2+\left( b-\dfrac{3}{2} \right)^2=\dfrac{13}{4}$ and this represents an equation of a circle center at $\left( 0,\,\dfrac{3}{2} \right)$ with radius $\dfrac{\sqrt{13}}{2}$ and also its parametric equation as $a=\dfrac{\sqrt{13}}{2}\cos \theta$ and $b=\dfrac{\sqrt{13}}{2}\sin \theta+\dfrac{3}{2}$.

Thus $a+b=\dfrac{3}{2}+\dfrac{\sqrt{13}}{2}(\cos \theta+\sin \theta)=\dfrac{3}{2}+\dfrac{\sqrt{13}}{2}(\sqrt{2}\sin (\theta+45^{\circ})$ which is maximized when $\theta=45^{\circ}$ and gives the maximum of $a+b$ as $\dfrac{\sqrt{26}+3}{2}$.
 

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