Particle Swarm Optimization Algorithm and Its Application in Engineering Design Optim
Thread Rating:
  • 0 Vote(s) - 0 Average
  • 1
  • 2
  • 3
  • 4
  • 5
computer science crazy
Super Moderator
******

Posts: 3,048
Joined: Dec 2008
#1
23-10-2009, 04:44 PM


Particle Swarm Optimization Algorithm and Its Application in Engineering Design Optimization

.ppt   Particle Swarm Optimization Algorithm and Its Application in Engineering Design Optimization.ppt (Size: 647 KB / Downloads: 453)
The Particle Swarm Optimization (PSO) method was originally proposed by J.Kennedy as a simulation of social behavior, and it was insitially introduced as an optimization method in 1995 (Eberhart and Kennedy, 1995). The PSO is a robust stochastic evolutionary computation technique based on the movement and intelligence of swarms looking for the most fertile feeding location. PSO's foundation is based on the principle that each solution can be represented as a particle (agent) in a swarm. Each agent has a position and velocity vector and each position coordinate represents a parameter value. The underlying rules of cooperation and competition within social swarms give it good capability to make global optimization with the help of memory rather than to simply random search in a certain area. So it has a better chance to fly into a better solution quickly than some previous optimizers have in addition to its better performance. Like GA or any optimization techniques, PSO also requires a fitness evaluation function that takes the agent's position and assigns to it a fitness value. For multi-parameter optimization problems, global optimization algorithms such as a genetic algorithm have been attempted but the genetic operators, such as selection, crossover, and mutation are relatively complex. By comparison, simulated annealing is much simpler but it needs too many iterations, and the result strongly depends on the cooling schedule pre-established. However the particle swarm optimization (PSO) technique as proposed by Kennedy and Eberhart in 1995 as an alternative method to solve global optimization problems is simpler and easy to handle. The modified particle swarm optimization (PSO) algorithm is applied for engineering optimization problems with constraints. PSO is started with a group of feasible solutions and a feasibility function is used to check if the newly explored solutions satisfy all the constraints. All the particles keep only those feasible solutions in their memory
Use Search at http://topicideas.net/search.php wisely To Get Information About Project Topic and Seminar ideas with report/source code along pdf and ppt presenaion
Reply
anchitjain90
Active In SP
**

Posts: 1
Joined: Aug 2010
#2
15-08-2010, 12:52 PM

sir,
i want to know more about particle swarm optimization technique and its applications where it can be easily implemented related to my field i.e. Electronics n Communication as i m doing project and implimentation using this technique.
Reply

Important Note..!

If you are not satisfied with above reply ,..Please

ASK HERE

So that we will collect data for you and will made reply to the request....OR try below "QUICK REPLY" box to add a reply to this page

Quick Reply
Message
Type your reply to this message here.


Image Verification
Please enter the text contained within the image into the text box below it. This process is used to prevent automated spam bots.
Image Verification
(case insensitive)

Possibly Related Threads...
Thread Author Replies Views Last Post
  A Character Segmentation Algorithm for Printed Kannada Text Document uploader 1 1,494 10-01-2015, 12:52 PM
Last Post: zcfqmbrtb
  3D Steganography Algorithm project report helper 8 3,481 01-09-2014, 11:07 AM
Last Post: computer science crazy
Rainbow IEEE 2014 latest computer engineering project and seminar topics gajendra123 0 1,608 29-07-2014, 07:00 PM
Last Post: gajendra123
  Karnataka ration card online application form 2013 study tips 17 17,248 07-11-2013, 03:45 PM
Last Post: Guest
  FAT TREE ENCODER DESIGN FOR ULTRA-HIGH SPEED FLASH AD CONVERTERS seminar poster 0 265 29-10-2013, 12:18 PM
Last Post: seminar poster
  Design of an Error Detection and Data Recovery Architecture for Motion Estimation seminar projects maker 0 763 30-09-2013, 04:40 PM
Last Post: seminar projects maker
  Ant Colony Optimization PPT seminar projects maker 0 332 26-09-2013, 04:22 PM
Last Post: seminar projects maker
  REPORT ON PID ALGORITHM VERIFICATION FOR DIFFERENT ERROR INPUT seminar projects maker 0 332 26-09-2013, 03:16 PM
Last Post: seminar projects maker
  BOYER-MOORE ALGORITHM REPORT seminar projects maker 0 405 24-09-2013, 04:29 PM
Last Post: seminar projects maker
  Reverse Engineering and Part Design Report seminar projects maker 0 315 13-09-2013, 11:52 AM
Last Post: seminar projects maker