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Consider the system of Problem P10.3 again. Train the network using the LMS algorithm, with the initial guess set to zero and a learning rate a = 0.25. Apply each reference pattern only once during training. Draw the decision boundary at each stage.
Problem P10.3
Suppose that we have the following input/target pairs:
These patterns occur with equal probability, and they are used to train an ADALINE network with no bias. What does the mean square error performance surface look like?
Find the probability that in a sample of 100 bulbs, (a) 0 bulbs will be defective (b) 1 bulbs will be defective (c) 2 bulbs will be defective (d) 3 bulbs will be defective (e) 4 bulbs will be defective (f) 5 bulbs will be defective
Find the derivative of the equations f(x)=cos(x) using the finite differencing methods and compare the error with the actual answer as a function of x in matlab
Did the project suffer cost and time overruns as a result of a poorly managed and documented design stage?
If the plates remain in the oven until their average temperature rises to 1000°F, determine the rate of heat transfer to the plates in the furnace.
Water at 60 degrees Fahreneit flows at 3 cfs through a 150-ft-long duct of 6 in X 9 in cross section. The pressure at the inlet end is 15 psig, and at the outlet, 20 ft higher than the inlet, it is 4 psig.
For each of the following transitions, draw E2,y2 on the specific energy chart and fully describe the reasoning. a. In a rectangular channel, there is a sudden drop in the channel bottom. Did the water depth increase or decrease
the stress at a point is shown on the element. Determine the principal stresses and the absolute maximum shear stress.
Suppose that an observer knows that his vehicle detector turns on and off before the vehicle has completely crossed the detector. From experimental calibration of the instrument he has verified that the true length of a vehicle lj is always ? larger ..
Prescribes that design, to be sustainable, may incorporate the integral linking of two or more components such that each component both derives and supplies benefits from and to the other
Calculate properties of plane cross sections including centroids and area moments of inertia - Explain the implications of the second law to engineering systems
One student reports a fall time of 2.0 s, and the other, 2.3 s. What % difference does the 0.3 s make for the estimates of the building's height?
A long throated flume is built in a rectangular 1 m widechannel having a throat width of 0.5m. The upstream head is 0.6 m.Assume a Cd of 1.0.
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