Differentiate between bounded sum and algebraic sum of two fuzzy sets.
See Answer →If the input vectors are I1 = [ -1, 0 ]r , and I2 [0 , 1]r , and the initial values of two weight vectors are [0 , 1]r and calculate the resulting weight found after training the competitive layer with the Kohonen’s rule and a learning rate
of 0 .4 on the input series in order I1 , and I2,.
A certain population is known to be growing at a rate given by the logistic equation
Show that the minimum rate of growth will occur when the population is equal to half the equilibrium size, that is, when the population is b / 2a
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Consider the ADALINE filter with three neurons in the input layer having weights w11 = 3, w12 = -2 and w13 -2 and the input sequence {- - - , 0, 0, 0, -4, 5, 0, 0, 0 - - - - } What is the filter output?
See Answer →Define the following operations in Genetic algorithm with one example of each
i) Crossover
ii) Mutation
See Answer →Describe the Binary Hopfield network with the help of an example.
See Answer →Use a binary-coded Genetic algorithm (GA) to minimize the function f ( x1 , x2 ) = x1+ x2 + 2x12- x22+ x1 , x2, in the range of 0 x1, x2
5 . Use a random population of size N = 6 , a single point crossover with probability Pc=1 and neglect mutation. Assume 3 bits for each variable and thus the GA-string will be 6- bits long. Show only one iteration by hand calculation.
For these two fuzzy sets find the union, intersection, complement of difference
- C , and verify any one of Demorgan’s law.
i) graphically and
ii) numerically
See Answer →Suppose the temperature of a body when discovered is 85° F. Two hours later, the temperature is 74° F and the room temperature is 68°F. Find the time when the body was discovered after death (assume the body temperature to be 98.6° F at the time of death.)
See Answer → ( a,b,g being positive constants) and x=a
and
when t=0 show that
A solution of the IVP is
Use the method of reduction of order to find a general solution of IVP on the interval
.
Do the functions y1 (t) = and
form a fundamental set of solutions of the equation
, on the interval
? Justify your answer.
Let R and S be rings and f : R → S be a homomorphism. If x is an idempotent in R, show that f(x) is an idempotent in S. Hence, or otherwise, determine all ring homorphisms from ×
to
.
Prove that is isomorphic to
as rings.
Find the differential equation of the family of curves , where a, b, c are parameters.
Prove that every ideal I of a ring R is the kernel of a ring homomorphism of R.
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