Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
172453 | Computers & Chemical Engineering | 2014 | 4 Pages |
Abstract
•Leapfrogging is a multi-player (particle) direct search optimization algorithm.•For the leap-over, the player with the worst objective function value is relocated to a random position in decision variable space on the other side of the player with the best value.•This work develops and demonstrates a player initialization strategy that reduces the number of function evaluations required for a specified probability of finding the global optimum.
A method to determine the initial number of players (particles) in Leapfrogging, a multi-player optimization algorithm, to best balance the probability of finding the global minimum with fewest objective function evaluations is developed and demonstrated.
Keywords
Related Topics
Physical Sciences and Engineering
Chemical Engineering
Chemical Engineering (General)
Authors
Upasana Manimegalai-Sridhar, Anand Govindarajan, R. Russell Rhinehart,