Question: Implement a particle swarm optimization algorithm to find the minimum of the function f(x, y) = x2 + y2 - 20[cos (X) + cos (ny)

Implement a particle swarm optimization algorithm to find the minimum of the function f(x, y) = x2 + y2 - 20[cos ("X) + cos (ny) - 2]

as shown in Figure

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Fundamentals Taxation 2020 Questions!

Q:

806 Chapter Fifteen OPTIMIZATION: LOCAL AND GLOBAL EXTREMA If f is not continuous or the region R is not closed and bounded, there is no guarantee that f achieves a global maximum or global minimum...

Q:

Summary of this 1 page or a little more . and someone who can do it perfectly not just simple words summary a very good one Regular Article Cuckoo searching optimal composition of multicomponent...

Q:

) Consider integer division of one two's-complement binary number by another. Programming languages may vary in the result when one argument is negative. What differing conventions might they be...

Q:

) Explain the collision detection mechanism applied in standard wired medium access control associated with CSMA and indicate why this might be unsuitable for wireless networks. [2 marks] (ii)...

Q:

(a) How does the use of condition codes complicate the implementation of a superscalar processor that supports out-of-order execution? [4 marks] (b) A branch predictor with a high prediction accuracy...

Q:

This question involves the use of AGGREGATE linear PYTHOIN regression on the Auto data set. (a) Perform a simple linear regression with mpg as the response and horsepower as the predictor. Describe...

Q:

ret Electricity consumers are supplied with electricity from an electricity generating station. Electricity is distributed from the station to the various consumers through a network of transformers...

Q:

QUESTION 3 a) Swarm Intelligence (SI) is an Artificial Intelligence technique that studies the collective behavior in decentralized and self-organized system. Briefly describe ONE (1) example of...

Q:

The final project for this course will be comprised of three parts: one mandatory problem and two more problems chosen from the four options given. You are required to submit a short write-up for...

Q:

3. Optimization by Method of Particle Swarm Optimization (PSO) a. What is the method of Particle Swarm Optimization (PSO)? b. You must find the solution of the curve fitting problem in Topic 1 by...

Q:

Show that there is a line that is simultaneously tangent to both the curves y = e and y = In r.

Q:

Explain what economic agitation is and provide some tangible and objective examples.?

Q:

Determine the rate earned on total assets. Boeing Tech Inc. reports the following income statement and balance sheet information for the current year: Net income $198,000 Interest expense 17,900...

Q:

In Uganda GDP per person is $1,280 per year, and in Japan it is $39,100. What do you think is likely to happen to each countrys GDP per person if they both increase their physical capital per person...