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question:Let a oplus b = 2a + 5b for all real numbers a and b. Find 4 oplus 2.
answer:Okay, so I have this problem here where they define a special operation, denoted by a circle with a plus sign inside, which is a bit unusual. The operation is given by a ⊕ b equals 2a plus 5b for all real numbers a and b. And the question is asking me to find 4 ⊕ 2 using this operation.Alright, let me try to understand what this operation means. It's not the standard addition or multiplication; it's a custom operation defined specifically for this problem. So, whenever I see a ⊕ b, I should replace it with 2a + 5b. That seems straightforward.So, if I need to compute 4 ⊕ 2, I just need to substitute a with 4 and b with 2 in the expression 2a + 5b. Let me write that down step by step to make sure I don't make any mistakes.First, I'll write the definition again to keep it clear in my mind:a ⊕ b = 2a + 5bNow, substituting a = 4 and b = 2 into this equation:4 ⊕ 2 = 2*4 + 5*2Let me compute each part separately to avoid confusion. So, 2 multiplied by 4 is 8, and 5 multiplied by 2 is 10. Now, adding these two results together:8 + 10 = 18So, putting it all together, 4 ⊕ 2 equals 18.Wait, let me double-check my calculations to make sure I didn't make any arithmetic errors. 2 times 4 is indeed 8, and 5 times 2 is 10. Adding 8 and 10 gives 18. Yep, that seems correct.I wonder if there's another way to approach this problem or if there's any property of this operation that I should be aware of. Maybe I can check if this operation is commutative or associative, but since the problem only asks for 4 ⊕ 2, I probably don't need to go into that unless it affects the result.Let me think about commutativity. In standard addition, a + b equals b + a, but in this case, the operation is defined as 2a + 5b. If I switch a and b, it becomes 2b + 5a, which is different from 2a + 5b unless a equals b. So, this operation isn't commutative. But again, that doesn't affect the calculation for 4 ⊕ 2.Another thought: maybe I can represent this operation in terms of vectors or matrices, but that might be overcomplicating things for this problem. Since it's a straightforward substitution, I think my initial approach is sufficient.Just to make sure, let me re-express the operation in words. The operation takes two numbers, multiplies the first one by 2, the second one by 5, and then adds the results together. So, for 4 and 2, it's (2*4) + (5*2) = 8 + 10 = 18.I think I'm confident with this answer. It's always good to verify, especially when dealing with custom operations, to ensure that I haven't misapplied the definition. But in this case, everything seems to check out.One last thing: sometimes, in math problems, especially with custom operations, there might be a trick or a different interpretation. For example, maybe the operation is defined differently, or perhaps there's a typo in the problem statement. But looking back, the problem clearly states a ⊕ b = 2a + 5b, so I think I'm safe with that.In summary, substituting the given values into the defined operation and performing the arithmetic step by step leads me to the conclusion that 4 ⊕ 2 equals 18.
question:After the ecological system in a desert area has been greatly improved through governance, the population of wild animals has increased. To investigate the population of a certain type of wild animal in this area, the area is divided into approximately 200 plots of land. From these plots, 20 plots are randomly selected as sample areas using simple random sampling. The sample data (x_{i}, y_{i}) for each sample area (i=1,2,ldots,20) is obtained, where x_{i} and y_{i} represent the plant coverage area (in hectares) and the number of this type of wild animal in the i-th sample area, respectively. The following data is calculated: sum_{i=1}^{20}x_{i}=60, sum_{i=1}^{20}y_{i}=1200, sum_{i=1}^{20}(x_{i}-overline{x})^{2}=80, sum_{i=1}^{20}(y_{i}-overline{y})^{2}=9000, and sum_{i=1}^{20}(x_{i}-overline{x})(y_{i}-overline{y})=800.<br/>(1) Find the estimated value of the population of this type of wild animal in this area (the estimated value of the population of this type of wild animal in this area is equal to the average number of this type of wild animal in the sample areas multiplied by the number of plots);<br/>(2) Find the correlation coefficient of the sample (x_{i}, y_{i}) (round to 0.01);<br/>(3) Based on the existing statistical data, there is a significant difference in plant coverage area among the plots. To improve the representativeness of the sample and obtain a more accurate estimate of the population of this type of wild animal in this area, provide a sampling method that you think is more reasonable, and explain the reason.<br/>Attachment: Correlation coefficient r=frac{sum_{i=1}^{n}(x_{i}-overline{x})(y_{i}-overline{y})}{sqrt{sum_{i=1}^{n}(x_{i}-overline{x})^{2}sum_{i=1}^{n}(y_{i}-overline{y})^{2}}}, sqrt{2}approx 1.414.
answer:Alright, so I'm trying to solve this statistics problem about estimating the population of wild animals in a desert area after some ecological improvements. The area is divided into 200 plots, and they sampled 20 of them. They gave me some sums and stuff, and I need to find three things: the estimated population, the correlation coefficient, and suggest a better sampling method.Okay, starting with part (1): estimating the population. They said that the estimated population is the average number of wild animals in the sample areas multiplied by the number of plots. So, first, I need to find the average number of wild animals in the sample.They gave me the sum of y_i, which is 1200, and there are 20 sample areas. So, the average y is 1200 divided by 20. Let me calculate that: 1200 ÷ 20 = 60. So, the average number of wild animals per plot in the sample is 60.Now, since there are 200 plots in total, I need to multiply this average by 200 to get the estimated total population. So, 60 × 200 = 12,000. That seems straightforward.Moving on to part (2): finding the correlation coefficient. They provided the formula:r = [Σ(x_i - x̄)(y_i - ȳ)] / [√(Σ(x_i - x̄)^2 Σ(y_i - ȳ)^2)]They gave me Σ(x_i - x̄)^2 = 80, Σ(y_i - ȳ)^2 = 9000, and Σ(x_i - x̄)(y_i - ȳ) = 800.So, plugging in the numbers:r = 800 / [√(80 × 9000)]First, calculate the denominator: √(80 × 9000). Let's compute 80 × 9000 first. 80 × 9000 = 720,000. Then, the square root of 720,000. Hmm, that's a big number. Maybe I can simplify it.720,000 = 720 × 1000 = 72 × 10 × 1000 = 72 × 10,000. Wait, 72 × 10,000 is 720,000. So, √(720,000) = √(72 × 10,000) = √72 × √10,000 = √72 × 100.Now, √72 can be simplified as √(36 × 2) = 6√2. So, √72 = 6√2. Therefore, √720,000 = 6√2 × 100 = 600√2.So, the denominator is 600√2. They also gave that √2 ≈ 1.414, so 600 × 1.414 ≈ 600 × 1.414. Let me compute that: 600 × 1.414 = 848.4.So, now, r = 800 / 848.4 ≈ 0.943.Rounding to two decimal places, that's approximately 0.94.Okay, so the correlation coefficient is about 0.94, which is pretty high, indicating a strong positive correlation between plant coverage and the number of wild animals.Now, part (3): suggesting a more reasonable sampling method. They mentioned that there's a significant difference in plant coverage areas among the plots. So, simple random sampling might not be the best because it could lead to overrepresentation or underrepresentation of certain areas with different plant coverages.I remember that when there's a significant variation in the population, stratified sampling is often better. Stratified sampling involves dividing the population into homogeneous subgroups (strata) based on certain characteristics—in this case, plant coverage area. Then, you sample from each stratum separately.So, if they stratify the plots based on plant coverage, they can ensure that each stratum is adequately represented in the sample. This would improve the representativeness of the sample and lead to a more accurate estimate of the wild animal population.Alternatively, they could use cluster sampling if the plots are naturally grouped into clusters, but since they already have a clear variable (plant coverage) that affects the population, stratified sampling seems more appropriate.Yeah, I think stratified sampling would be the way to go here because it accounts for the variability in plant coverage and ensures that each type of plot is properly represented in the sample.**Final Answer**(1) The estimated population is boxed{12000}.(2) The correlation coefficient is boxed{0.94}.(3) A more reasonable sampling method is stratified sampling because it improves representativeness by accounting for significant differences in plant coverage areas.
question:A ship's fuel cost per hour, P (in yuan), as a function of its speed v (in kilometers per hour), is given by P=k{v}^{3}. It is known that when the speed is 10 kilometers per hour, the fuel cost is 5 yuan per hour, and the other costs unrelated to speed are 80 yuan per hour.(1) Express the fuel cost per hour, P (in yuan), as a function of speed v (in kilometers per hour);(2) Given that the distance between two places, A and B, is 100 kilometers, what speed should the ship travel at to minimize the total cost of traveling from A to B?
answer:Alright, so I have this problem about a ship's fuel cost and minimizing the total cost for traveling between two places, A and B. Let me try to understand and solve it step by step.First, the problem is divided into two parts. Part (1) asks me to express the fuel cost per hour, P, as a function of the ship's speed, v. Part (2) is about finding the optimal speed that minimizes the total cost for traveling 100 kilometers between A and B.Starting with part (1). The problem states that the fuel cost per hour, P, is given by the function P = k * v³, where k is a constant, and v is the speed in kilometers per hour. It also mentions that when the speed is 10 km/h, the fuel cost is 5 yuan per hour. So, I can use this information to find the value of k.Let me write down the given equation:P = k * v³We know that when v = 10 km/h, P = 5 yuan. Plugging these values into the equation:5 = k * (10)³Calculating 10³ gives 1000, so:5 = k * 1000To find k, I can divide both sides by 1000:k = 5 / 1000k = 0.005So, the fuel cost per hour as a function of speed is:P = 0.005 * v³That should be the answer to part (1). It seems straightforward, just plugging in the known values to find the constant k.Moving on to part (2). This part is a bit more complex. I need to find the speed that minimizes the total cost of traveling from A to B, which is 100 kilometers apart.First, let's understand what the total cost includes. The problem mentions two types of costs: the fuel cost, which we've already expressed as P = 0.005 * v³ yuan per hour, and other costs unrelated to speed, which are 80 yuan per hour.So, the total cost per hour is the sum of the fuel cost and the other costs:Total cost per hour = P + 80Total cost per hour = 0.005 * v³ + 80But we need the total cost for the entire trip from A to B, which is 100 kilometers. To find this, I need to consider how long the trip will take at a given speed v.Time is equal to distance divided by speed, so:Time = 100 / v hoursTherefore, the total cost for the trip is the total cost per hour multiplied by the time taken:Total cost = (0.005 * v³ + 80) * (100 / v)Let me write this as a function of v:y = (0.005 * v³ + 80) * (100 / v)Simplifying this expression:First, distribute the multiplication:y = 0.005 * v³ * (100 / v) + 80 * (100 / v)Simplify each term:0.005 * v³ * (100 / v) = 0.005 * 100 * v² = 0.5 * v²80 * (100 / v) = 8000 / vSo, the total cost function becomes:y = 0.5 * v² + 8000 / vNow, I need to find the value of v that minimizes y. To do this, I can use calculus. Specifically, I can find the derivative of y with respect to v, set it equal to zero, and solve for v. This will give me the critical points, which could be minima or maxima. I'll then check to ensure it's a minimum.First, let's find the derivative of y with respect to v:dy/dv = d/dv [0.5 * v² + 8000 / v]Differentiating term by term:The derivative of 0.5 * v² is 0.5 * 2v = vThe derivative of 8000 / v is 8000 * (-1) * v^(-2) = -8000 / v²So, putting it together:dy/dv = v - 8000 / v²To find the critical points, set dy/dv = 0:v - 8000 / v² = 0Let's solve for v:v = 8000 / v²Multiply both sides by v² to eliminate the denominator:v³ = 8000Now, take the cube root of both sides:v = cube_root(8000)Calculating the cube root of 8000:Since 20³ = 8000 (because 20 * 20 = 400, 400 * 20 = 8000), so:v = 20 km/hSo, the critical point is at v = 20 km/h. Now, I need to confirm whether this is a minimum.To confirm, I can use the second derivative test. Let's find the second derivative of y with respect to v.First, recall the first derivative:dy/dv = v - 8000 / v²Differentiate again:d²y/dv² = d/dv [v - 8000 / v²] = 1 + (2 * 8000) / v³ = 1 + 16000 / v³Since v is positive (as speed cannot be negative), 16000 / v³ is always positive. Therefore, the second derivative is positive for all v > 0, which means the function is concave upward at v = 20 km/h. Hence, this critical point is indeed a minimum.Therefore, the ship should travel at 20 km/h to minimize the total cost of traveling from A to B.Just to be thorough, let me calculate the total cost at this speed to ensure it makes sense.Total cost y = 0.5 * v² + 8000 / vPlugging in v = 20:y = 0.5 * (20)² + 8000 / 20y = 0.5 * 400 + 400y = 200 + 400y = 600 yuanSo, the minimum total cost is 600 yuan when traveling at 20 km/h.I think that covers both parts of the problem. I found the fuel cost function by determining the constant k, and then I derived the total cost function, took its derivative, found the critical point, confirmed it was a minimum, and even calculated the minimum total cost. It all seems to check out.**Final Answer**(1) The fuel cost per hour is boxed{P = 0.005v^3} yuan.(2) The ship should travel at a speed of boxed{20} kilometers per hour to minimize the total cost.
question:If the tangent to the curve y=e^x at point A is parallel to the line x-y+3=0, then the coordinates of point A are ______.
answer:Okay, so I have this problem here: "If the tangent to the curve ( y = e^x ) at point A is parallel to the line ( x - y + 3 = 0 ), then the coordinates of point A are ______." Hmm, I need to find the point A on the curve where the tangent line is parallel to that given line. Let me think about how to approach this.First, I remember that if two lines are parallel, their slopes must be equal. So, I need to find the slope of the given line ( x - y + 3 = 0 ) and then find the point on the curve ( y = e^x ) where the tangent has the same slope.Let me rewrite the equation of the line in slope-intercept form to easily identify its slope. The given line is ( x - y + 3 = 0 ). If I solve for y, I get:[x - y + 3 = 0 -y = -x - 3 y = x + 3]So, the slope of this line is 1. That means the tangent to the curve ( y = e^x ) at point A must also have a slope of 1.Now, I need to find the derivative of ( y = e^x ) because the derivative at a point gives the slope of the tangent line at that point. The derivative of ( e^x ) is ( e^x ), so:[frac{dy}{dx} = e^x]We want this derivative to equal the slope of the given line, which is 1. So, set ( e^x = 1 ) and solve for x:[e^x = 1 ]Since ( e^0 = 1 ), the solution is ( x = 0 ).Now that I have the x-coordinate of point A, I can find the corresponding y-coordinate by plugging x back into the original equation ( y = e^x ):[y = e^0 = 1]So, the coordinates of point A are (0, 1).Wait, let me double-check my steps to make sure I didn't make any mistakes. I found the slope of the given line correctly by converting it to slope-intercept form, which gave me a slope of 1. Then, I correctly identified that the derivative of ( e^x ) is ( e^x ). Setting that equal to 1 gives x = 0, and plugging that back into the original equation gives y = 1. That seems right.Is there another way to verify this? Maybe by actually finding the equation of the tangent line at (0, 1) and checking if it's parallel to the given line.The equation of the tangent line at a point (x0, y0) on the curve ( y = e^x ) is given by:[y = y0 + m(x - x0)]Where m is the slope of the tangent, which we found to be 1. So, plugging in x0 = 0 and y0 = 1:[y = 1 + 1(x - 0) y = x + 1]Now, comparing this to the given line ( y = x + 3 ), both have the same slope of 1, which confirms that they are parallel. The y-intercepts are different, which is expected since they are different lines, but they are indeed parallel.Therefore, I'm confident that the coordinates of point A are (0, 1).**Final Answer**The coordinates of point A are boxed{(0, 1)}.
question:Let n = frac{3xy}{x-y}. Find y in terms of x and n.textbf{(A)} frac{nx}{x + 3n} qquad textbf{(B)} frac{3nx}{x + n} qquad textbf{(C)} frac{xn}{3x + n} qquad textbf{(D)} frac{nx}{3x + n} qquad textbf{(E)} frac{x+n}{3nx}
answer:Okay, so I have this problem here: n equals 3xy divided by (x minus y), and I need to solve for y in terms of x and n. Hmm, let's see. I think I should start by writing down the equation to make it clearer.So, n = (3xy)/(x - y). Alright, my goal is to get y by itself on one side. Maybe I can cross-multiply to get rid of the denominator. If I do that, I'll have n times (x - y) equals 3xy. Let me write that out:n(x - y) = 3xy.Now, I need to distribute the n on the left side. That would give me nx - ny = 3xy. Okay, so now I have nx minus ny equals 3xy. I want to collect all the terms with y on one side so I can factor it out. Let me move the ny to the right side by adding ny to both sides:nx = 3xy + ny.Hmm, now I have nx equals 3xy plus ny. I can factor out a y from the right side, right? So that would be nx = y(3x + n). Yeah, that makes sense. Now, to solve for y, I just need to divide both sides by (3x + n). Let me do that:y = nx / (3x + n).Wait, let me check my steps again to make sure I didn't make a mistake. Starting from n = 3xy/(x - y), cross-multiplying gives n(x - y) = 3xy. Distribute n: nx - ny = 3xy. Then, moving ny to the right: nx = 3xy + ny. Factoring y: nx = y(3x + n). Dividing both sides by (3x + n): y = nx/(3x + n). Yeah, that seems right.Let me see if any of the answer choices match this. Option D is nx/(3x + n), which is exactly what I got. So, I think that's the correct answer. But just to be thorough, let me plug it back into the original equation to verify.If y = nx/(3x + n), then let's compute 3xy/(x - y). First, compute 3xy: 3x*(nx/(3x + n)) = 3n x²/(3x + n). Then, compute x - y: x - (nx/(3x + n)) = (x(3x + n) - nx)/(3x + n) = (3x² + nx - nx)/(3x + n) = 3x²/(3x + n). So, 3xy/(x - y) becomes (3n x²/(3x + n)) / (3x²/(3x + n)) = (3n x²/(3x + n)) * ((3x + n)/3x²) = n. Perfect, that checks out. So, y = nx/(3x + n) is indeed the correct solution.I think I'm confident with this answer now. It's always good to verify by plugging it back in to make sure everything works out. Sometimes, when solving equations, especially with variables in denominators, it's easy to make a mistake with signs or factors, but in this case, it seems solid.Another thing I might consider is whether there are any restrictions on the variables. For example, x can't equal y because that would make the denominator zero in the original equation, which is undefined. Also, 3x + n can't be zero because that would make y undefined in our solution. So, as long as x ≠ y and 3x + n ≠ 0, the solution is valid. But since the problem doesn't specify any constraints, I think we're okay.Just to recap the steps: cross-multiplied to eliminate the denominator, distributed, collected like terms, factored out y, and solved. Then, I verified by substitution. It's a straightforward process, but it's easy to mix up signs or forget to factor properly. Glad I double-checked!I wonder if there's another way to approach this problem. Maybe by manipulating the original equation differently? Let's see, starting again with n = 3xy/(x - y). Maybe I can express y as a function of x and n by rearranging terms without cross-multiplying immediately. Let's try that.Starting with n = 3xy/(x - y). Maybe I can write this as n = 3xy/(x - y). Let's try to isolate y. So, n(x - y) = 3xy. Wait, that's the same as before. So, I think cross-multiplying is the most straightforward method here. I don't see a simpler alternative approach, so I think my initial method was the best way to go.Alternatively, maybe I can express y in terms of x and n by treating the equation as a linear equation in y. Let's see:Starting with n = 3xy/(x - y). Let's rewrite this as:n = (3xy)/(x - y).Multiply both sides by (x - y):n(x - y) = 3xy.Expand the left side:nx - ny = 3xy.Now, bring all terms involving y to one side:nx = 3xy + ny.Factor y out of the right side:nx = y(3x + n).Then, solve for y:y = nx/(3x + n).Yep, same result. So, whether I think of it as cross-multiplying or treating it as a linear equation in y, I end up with the same solution. That gives me more confidence that it's correct.I guess another way to think about it is to recognize that the equation is linear in y, so solving for y should be straightforward by rearranging terms. It's a good reminder that sometimes, even if an equation looks a bit complicated, it can be simplified by basic algebraic manipulations.In summary, the key steps were:1. Start with the given equation: n = 3xy/(x - y).2. Cross-multiply to eliminate the denominator: n(x - y) = 3xy.3. Distribute n on the left side: nx - ny = 3xy.4. Move all terms with y to one side: nx = 3xy + ny.5. Factor out y from the right side: nx = y(3x + n).6. Solve for y by dividing both sides by (3x + n): y = nx/(3x + n).7. Verify the solution by substituting back into the original equation.This systematic approach ensures that I don't miss any steps and that the solution is correct. It's always a good practice to verify solutions, especially when dealing with variables in denominators or when solving for a variable that appears in multiple terms.I think I've covered all the necessary steps and checked my work thoroughly. I feel confident that the answer is correct and matches one of the given options, specifically option D.
question:If the geometric sequence {a_n} satisfies a_2a_4= frac {1}{2}, then a_1 a_3^2 a_5= ______.
answer:Okay, so I have this problem about a geometric sequence. Let me try to figure it out step by step. The problem says that in the geometric sequence {a_n}, the product of the second term and the fourth term is 1/2. I need to find the product of the first term, the square of the third term, and the fifth term. Hmm, that sounds a bit complicated, but let's break it down.First, I remember that in a geometric sequence, each term is multiplied by a common ratio to get the next term. So, if the first term is a1, then the second term a2 is a1 multiplied by the common ratio r. Similarly, a3 would be a1 times r squared, a4 is a1 times r cubed, and a5 is a1 times r to the fourth power. So, in general, the nth term of a geometric sequence can be written as an = a1 * r^(n-1).Let me write that down:a1 = a1 a2 = a1 * r a3 = a1 * r^2 a4 = a1 * r^3 a5 = a1 * r^4 Okay, so now the problem gives me that a2 * a4 = 1/2. Let me substitute the expressions I have for a2 and a4 into this equation.So, a2 * a4 = (a1 * r) * (a1 * r^3) = a1^2 * r^4 = 1/2.Hmm, so that gives me an equation: a1 squared times r to the fourth power equals 1/2. I can write that as:a1^2 * r^4 = 1/2.I need to find a1 * a3^2 * a5. Let me write down what each of these terms is:a1 is just a1. a3 is a1 * r^2, so a3 squared is (a1 * r^2)^2 = a1^2 * r^4. a5 is a1 * r^4.So, putting it all together, a1 * a3^2 * a5 is:a1 * (a1^2 * r^4) * (a1 * r^4).Let me multiply these together. First, multiply the a1 terms: a1 * a1^2 * a1 = a1^(1+2+1) = a1^4. Then, multiply the r terms: r^4 * r^4 = r^(4+4) = r^8. So, altogether, this product is a1^4 * r^8.Wait, that seems a bit complicated. Maybe there's a simpler way to express this. Let me think. Since I already have an equation involving a1^2 * r^4, which is equal to 1/2, maybe I can use that to find a1^4 * r^8.If I square both sides of the equation a1^2 * r^4 = 1/2, I get (a1^2 * r^4)^2 = (1/2)^2. That would be a1^4 * r^8 = 1/4.Oh, that's perfect! Because a1^4 * r^8 is exactly the expression I need for a1 * a3^2 * a5. So, that means a1 * a3^2 * a5 equals 1/4.Let me double-check my steps to make sure I didn't make a mistake. Starting from a2 * a4 = 1/2, I substituted the terms correctly and got a1^2 * r^4 = 1/2. Then, I recognized that a1 * a3^2 * a5 simplifies to a1^4 * r^8, which is just (a1^2 * r^4)^2. Since a1^2 * r^4 is 1/2, squaring that gives 1/4. That seems solid.I think I got it right. The key was recognizing the relationship between the given product and the expression I needed to find, and then using the properties of exponents to relate them. It's a good reminder of how exponents work when multiplying terms with the same base.Just to recap:1. Write down the terms in the geometric sequence.2. Substitute the given product into the formula.3. Express the desired product in terms of a1 and r.4. Notice that the desired expression is the square of the given product.5. Square the given value to find the result.Everything checks out, so I'm confident the answer is 1/4.**Final Answer**boxed{dfrac{1}{4}}