Consider following particles for particle swarm optimization to solve optimization problem where optimal solution is on zero. Initialize velocities values as per your choice within the range of 0.1 to 0.9P1=0.2 P2=0.5 P3=.34 P4=.45 P5=0.48 a) Compute the fitness of above particles using X2 +X +1 functions, sort out the particle based on fitness, most optimal particle should be on top of the list. b) Update velocity and position of each particle where w=0.7, C1=C2=1.4, rand1=1, rand2=1

Name: Consider following particles for particle swarm optimization to solve
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Description: Consider following particles for particle swarm optimization to solve optimization problem where optimal solution is on zero. Initialize velocities values as per your choice within the range of 0.1 to 0.9P1=0.2 P2=0.5

Let us initialize the velocity of each particle as 0.5. a) Compute the fitness of above particles…

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Advanced Engineering Mathematics

10th Edition

ISBN:9780470458365

Author:Erwin Kreyszig

Publisher:Erwin Kreyszig

Chapter2: Second-order Linear Odes

Section: Chapter Questions

Problem 1RQ

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Consider following particles for particle swarm optimization to solve optimization problem where optimal solution is on zero. Initialize velocities values as per your choice within the range of 0.1 to 0.9

P1=0.2

P2=0.5

P3=.34

P4=.45

P5=0.48

a) Compute the fitness of above particles using X² +X +1 functions, sort out the particle based on fitness, most optimal particle should be on top of the list.

b) Update velocity and position of each particle where w=0.7, C₁=C₂=1.4, rand₁=1, rand₂=1

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