Differential of an EquationDate: 01/02/2003 at 10:39:35 From: Dawn Subject: Differential of an equation How do I calculate the differential of an equation, to be used in finding the minimum value of the curve the equation describes? The curve describes the total cost of an inventory (Y) when orders are placed at X Units per order. Other elements in the calculation are constants: d, the annual demand for the item, in units; o, the cost of placing a single order, in dollars per Order; p, the price per Unit; and r, the annual cost of carrying a Unit of Inventory, expressed as a percentage of its value (for practical purposes, the interest, taxes, and insurance on the item). With these elements, the formula for total cost is given by this equation: Y =(2od + rpx^2)/2x (where x^2 means x squared) If it helps, this is the sum of the two costs of an Inventory - the cost of ordering, and the cost of carrying it. They can be expressed separately as: Cost of a Year's Orders = o * (d/x) = od/x (This takes the annual demand and divides it by the Order Quantity, to calculate the number of orders, then multiplies by the Cost per Order.) Cost of carrying Inventory = rp * (x/2) = rpx/2 (This assumes that Inventory during the year goes from 0 to the Order quantity, then gets used up evenly over time, and is replenished exactly when it gets down to 0 again, so that the average Inventory on hand during the year is half an Order. Then it multiplies that by the price per Unit, and the Cost of Carry per Unit.) So now to find the value of X where Y is at a minimum, we need to differentiate the function above. According to the boo, the minimum value is given by the formula x = Square Root of the Quotient of (2od divided by rp) or (2od/rp)^1/2 I can't get there from here. Am I missing something? Date: 01/02/2003 at 22:59:00 From: Doctor Jeremiah Subject: Re: Differential of an equation Hi Dawn, The differential operator is what is used to take the differential of a function, similar to the way a square root operator takes the square root of its contents. The differential operator looks like the d() function where the contents are to be differentiated. So the differential of Y = (2od + rpx^2)/2x can be taken by applying the differential operator to both sides of the equation: d( Y ) = d( (2od + rpx^2)/2x ) Unfortunately this is nasty looking, so we should try to simplify the equation as much as possible. That means distributing the denominator so that we end up with 2 terms: d( Y ) = d( od/x + rpx/2 ) Much better. The differential of two objects added to each other is the sum of the two differential results, so: d( Y ) = d( od/x ) + d( rpx/2 ) The differential of a variable multiplied by a constant is the constant multiplied to the differential result of the variable, so: d( Y ) = od d( 1/x ) + rp/2 d( x ) Now the interesting bit. The differential of Y is dY and the differential of x is dx, but what about the differential of 1/x? The easiest way to deal with 1/x is to change it to an exponent (which would make it x^-1): d( Y ) = od d( x^-1 ) + rp/2 d( x ) The differential of a variable to a constant exponent is the value of the exponent multiplied by the variable to a one smaller exponent multiplied to the differential result of the variable base. d( x^a ) = a x^(a-1) d( x ) so: d( Y ) = od (-1) x^-2 d( x ) + rp/2 d( x ) The differential of Y is dY and the differential of x is dx so: dY = -od/x^2 dx + rp/2 dx The slope of the graph is the change in the dependant variable (Y in this case) divided by the change in the independent variable (x in this case). The differential of some variable is an infinitely small change in that variable. So if we divide both sides by dx to get the slope of the graph, then: dY/dx = -od/x^2 + rp/2 Check out the difference between the equation and its slope: Y = od/x + rpx/2 dY/dx = -od/x^2 + rp/2 Basically an x in the numerator becomes an x with a one smaller exponent and one in the denominator becomes an x with a one larger exponent. Anyway, to find the minimum of the slope, you have to imagine what a graph looks like. The lowest value has higher values on both sides. So the slope on the left is downward (negative) and the slope on the right is upward (positive). Now, for the slope to change from negative to positive it must go through zero. The lowest point is located where the slope is zero. So to find the lowest point we must set the slope to zero: 0 = -od/x^2 + rp/2 And then we solve this for x: 0 = -od/x^2 + rp/2 od/x^2 = rp/2 2od/x^2 = rp 2od = rp x^2 2od/rp = x^2 sqrt( 2od/rp ) = sqrt( x^2 ) minumum x = sqrt( 2od/rp ) Now x is the value at the lowest point. To find the value of the inventory at that point we must substitute that into the inventory equation: Y = od/x + rpx/2 <=== x = sqrt( 2od/rp ) Y = od/sqrt( 2od/rp ) + rp sqrt( 2od/rp ) /2 Which is a big mess. We need to simplify this a bit: minumum Y = sqrt( 2odrp ) I hope that wasn't too confusing. Please write back if there is something you feel I could clarify more. - Doctor Jeremiah, The Math Forum http://mathforum.org/dr.math/ |
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