Recent questions tagged optimization

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Match the LIST-I with LIST-II$\begin{array}{|l|l|l|l|} \hline & \textbf{LIST-I} && \textbf{LIST-II} \\ & \textbf{Name of Methods} && \textbf{Problem Type} \\ \hline \te...
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Match List I with List II$\begin{array}{|ll|ll|} \hline \textbf{List I} & \textbf{(GA termination criteria)} & \textbf{List II} & \textbf{(description)} \\ \hline \text{A...
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A linear programming problem $\text{(LPP)}$ is as follows:Min $z=30 x-18 y,$ subject to the constraints; $3 x+4 y \leq 60, 5 x-3 y \geq 20$ and $x, y \geq 0.$ In this fea...
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In a genetic algorithm optimization problem the fitness function is defined as $\mathrm{f}(\mathrm{x})=x^{2}-4 x+4$. Given a population of four individuals with values of...
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Food $\text{X}$ contains $6$ units of Vitamin $\text{D}$ per gram and $7$ units of Vitamin $\text{E}$ per gram and cost is Rs. $12$ per gram. Food $\text{Y}$ contains $8$...
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Food $\text{X}$ contains $6$ units of Vitamin $\text{D}$ per gram and $7$ units of Vitamin $\text{E}$ per gram and cost is Rs $12$ per gram. Food $\text{Y}$ contains $8$ ...
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Food $\text{X}$ contains $6$ units of Vitamin $\text{D}$ per gram and $7$ units of Vitamin $\text{E}$ per gram and cost is Rs $12$ per gram. Food $\text{Y}$ contains $8$ ...
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Food $\text{X}$ contains $6$ units of Vitamin $\text{D}$ per gram and $7$ units of Vitamin $\text{E}$ per gram and cost is Rs $12$ per gram. Food $\text{Y}$ contains $8$ ...
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Food $\text{X}$ contains $6$ units of Vitamin $\text{D}$ per gram and $7$ units of Vitamin $\text{E}$ per gram and cost is Rs $12$ per gram. Food $\text{Y}$ contains $8$ ...
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What parameter estimate would minimize the following regularized loss function:$$\ell(\theta)=\lambda(\theta-4)^2+\frac{1}{n} \sum_{i=1}^n\left(x_i-\theta\right)^2$$$\hat...
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Suppose we have a dataset $\left\{\left(x_i, y_i\right)\right\}_{i=1}^n$ and we model some particular observation $y_i$ as $\hat{y_i}=f_{\theta_1}\left(x_i\right)=\theta_...
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Find the largest value of $x y$ subject to $x^{2}+y^{2}=2$.
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What is the maximum area of the rectangle with perimeter $620$ mm ?$24,025 \mathrm{~mm}^{2}$$22,725 \mathrm{~mm}^{2}$$24,000 \mathrm{~mm}^{2}$$24,075 \mathrm{~mm}^{2}$
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Denote the following Linear Programming (LP), as $P$ :Maximize $c_{1} x_{1}+\cdots+c_{j} x_{j}+\cdots+c_{n} x_{n}$subject to\[\begin{array}{c}a_{11} x_{1}+\cdots+a_{1 j} ...
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The maximum value of the function $f(x)=\frac{x}{2}-\frac{1}{1+x^{2}}$ on the set $\{x \in \mathbb{R}: x(x-1) \leq 12\}$ is$0$$33 / 17$$-8 / 5$$-1$ 
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Consider the primal problem :Maximize $z=5 x_{1}+12 x_{2}+4 x_{3}$Subject to \[\begin{array}{l}x_{1}+2 x_{2}+x_{3}=10\\2 x_{1}-x_{2}+3 x_{3}=8 \\x_{1}, x_{2}, x_{3} \geq ...
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Which of the following is advantage of using $\text{JDBC}$ connection pool?Slow performanceUsing more memoryUsing less memoryBetter performance
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Anyone please explain this .
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Consider the following Linear programming problem $\text{(LPP)}$:Maximize $z=x_1+x_2$Subject to the constraints:$x_1+2x_2 \leq 2000 \\ x_1+x_2 \leq 1500 \\ x_2 \leq 600 \...
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Consider the following statements with respect to duality in $\text{LPP}$:The final simplex table giving optimal solution of the primal also contains optimal solution of ...
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With respect to a loop in the transportation table, which one of following is not correct?Every loop has an odd no.of cells and atleast $5$.Closed loops may or may not be...
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At which of the following stage(s), the degeneracy do not occur in transportation problem?($m,n$ represents number of sources and destinations respectively)While the valu...
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Use Dual Simplex Method to solve the following problem:$\begin{array} \text{Maximize} & z=-2x_1-3x_2 \\ \text{subject to:} & \\ & x_1+x_2 \geq 2 \\ & 2x_1 +x_2 \leq10 \\ ...
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The solution that satisfies all constraints of the given problem and either maximizes or minimizes a given objective function is called ________ solution.greedyfeasibleop...
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Consider the following LPP:Min $Z=2x_1+x_2+3x_3$Subject to:$x_1 – 2x_2+x_3 \geq 4$$2x_1+x_2+x_3 \leq 8$$x_1-x_3 \geq 0$$x_1, x_2, x_3 \geq 0$The solution of this LPP usin...
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Consider the following LPP:Max $Z=15x_1+10 x_2$Subject to the constraints$4x_1 +6x_2 \leq 360$$3x_1+0x_2 \leq 180$$0x_1+5x_2 \leq 200$$x_1, x_2 \geq 0$The solution of the...
1 1 vote
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Which of the following is a valid reason for causing degeneracy in a transportation problem? Here $m$ is number of rows and $n$ is number of columns in transportation tab...
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The following transportation problem :$\begin{array}{|l|l|l|l|l|} \hline & \text{A} & \text{B} & \text{C} & \text{Supply} \\\hline \text{I} & \text{50} & \text{30} & \tex...
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Consider the following statements:Revised simplex method requires lesser computations than the simplex methodsRevised simplex method automatically generates the inverse o...
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The region of feasible solution of a linear programminig problem has a ____ property in geometry, provided the feasible solution of the problem existsconcavityconvexityqu...