The Effect of Information Utilization: Introducing a Novel Guiding Spark in the Fireworks Algorithm

Volume: 21, Issue: 1, Pages: 153 - 166
Published: Feb 1, 2017
Abstract
The fireworks algorithm (FWA) is a competitive swarm intelligence algorithm which has been shown to be very useful in many applications. In this paper, a novel guiding spark (GS) is introduced to further improve its performance by enhancing the information utilization in the FWA. The idea is to use the objective function's information acquired by explosion sparks to construct a guiding vector (GV) with promising direction and adaptive length,...
Paper Details
Title
The Effect of Information Utilization: Introducing a Novel Guiding Spark in the Fireworks Algorithm
Published Date
Feb 1, 2017
Volume
21
Issue
1
Pages
153 - 166
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