A-By using the perceptron rule learning, find the weights required to perform the following classification: vectors [1 -1 -1 1], [-1 -1 1 1] and [1 1 -1 1] are members of class with target value (-1); vector [ 1 1 1 -1] not a member of class with target value (1). Initially the weights and (e) are taken as zero Y= F(yin)= { 1 if yin > e 0 if yin ≤ e -1 if yin <-e B- By using Genetic algorithm, find the value of (y1, y2, y3, y4, y5) to the following equation. F(x)=(7*X1+ 2.4*X2 + 5.5 *X3 + 0.8 *X4 + 6.4*X5) F(x)=14 Error =1 f(x) new - f(x) /
A-By using the perceptron rule learning, find the weights required to perform the following classification: vectors [1 -1 -1 1], [-1 -1 1 1] and [1 1 -1 1] are members of class with target value (-1); vector [ 1 1 1 -1] not a member of class with target value (1). Initially the weights and (e) are taken as zero Y= F(yin)= { 1 if yin > e 0 if yin ≤ e -1 if yin <-e B- By using Genetic algorithm, find the value of (y1, y2, y3, y4, y5) to the following equation. F(x)=(7*X1+ 2.4*X2 + 5.5 *X3 + 0.8 *X4 + 6.4*X5) F(x)=14 Error =1 f(x) new - f(x) /
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
Related questions
Question
![A-By using the perceptron rule learning, find the weights required to perform the
following classification: vectors [1 -1 -1 1], [-1 -1 1 1] and [1 1 -1 1] are members of
class with target value (-1); vector [ 1 1 1 -1] not a member of class with target value
(1).
Initially the weights and (e) are taken as zero
Y= F(yin)=
{
1 if yin > e
0 if yin ≤ e
-1
if yin <-e
B- By using Genetic algorithm, find the value of (y1, y2, y3, y4, y5) to the following
equation.
F(x)=(7*X1+ 2.4*X2 + 5.5 *X3 + 0.8 *X4 + 6.4*X5)
F(x)=14
Error =1 f(x) new - f(x) /](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F83fbaed1-9f89-4e46-9bd3-0388fc445479%2F4598f58d-9d88-4a76-8880-8e06f9141779%2Fro4ejl_processed.jpeg&w=3840&q=75)
Transcribed Image Text:A-By using the perceptron rule learning, find the weights required to perform the
following classification: vectors [1 -1 -1 1], [-1 -1 1 1] and [1 1 -1 1] are members of
class with target value (-1); vector [ 1 1 1 -1] not a member of class with target value
(1).
Initially the weights and (e) are taken as zero
Y= F(yin)=
{
1 if yin > e
0 if yin ≤ e
-1
if yin <-e
B- By using Genetic algorithm, find the value of (y1, y2, y3, y4, y5) to the following
equation.
F(x)=(7*X1+ 2.4*X2 + 5.5 *X3 + 0.8 *X4 + 6.4*X5)
F(x)=14
Error =1 f(x) new - f(x) /
Expert Solution

This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
Step by step
Solved in 2 steps

Recommended textbooks for you

Computer Networking: A Top-Down Approach (7th Edi…
Computer Engineering
ISBN:
9780133594140
Author:
James Kurose, Keith Ross
Publisher:
PEARSON

Computer Organization and Design MIPS Edition, Fi…
Computer Engineering
ISBN:
9780124077263
Author:
David A. Patterson, John L. Hennessy
Publisher:
Elsevier Science

Network+ Guide to Networks (MindTap Course List)
Computer Engineering
ISBN:
9781337569330
Author:
Jill West, Tamara Dean, Jean Andrews
Publisher:
Cengage Learning

Computer Networking: A Top-Down Approach (7th Edi…
Computer Engineering
ISBN:
9780133594140
Author:
James Kurose, Keith Ross
Publisher:
PEARSON

Computer Organization and Design MIPS Edition, Fi…
Computer Engineering
ISBN:
9780124077263
Author:
David A. Patterson, John L. Hennessy
Publisher:
Elsevier Science

Network+ Guide to Networks (MindTap Course List)
Computer Engineering
ISBN:
9781337569330
Author:
Jill West, Tamara Dean, Jean Andrews
Publisher:
Cengage Learning

Concepts of Database Management
Computer Engineering
ISBN:
9781337093422
Author:
Joy L. Starks, Philip J. Pratt, Mary Z. Last
Publisher:
Cengage Learning

Prelude to Programming
Computer Engineering
ISBN:
9780133750423
Author:
VENIT, Stewart
Publisher:
Pearson Education

Sc Business Data Communications and Networking, T…
Computer Engineering
ISBN:
9781119368830
Author:
FITZGERALD
Publisher:
WILEY