International Journal of Swarm Intelligence and Evolutionary Computation

Jun Yu

Publications

• Theory
  Multi-layer Explosion Based Fireworks Algorithm
  Author(s): Jun Yu, Hideyuki Takagi and Ying TanJun Yu, Hideyuki Takagi and Ying Tan
  
  We propose a new multi-layer explosion strategy inspired by various explosion patterns of real reworks to accelerate reworks algorithm (FWA). Each rework individual conducts multiple explosions to explore a local fitness landscape carefully instead of a single layer explosion used in canonical FWA. In the proposal, each rework individual generates a small number of sparks in the first layer randomly, then the generated sparks conduct the second layer explosions to generate new diverse sparks. These new sparks repeat the above operations until the number of this iteration reaches the predefined maximum layer number. Theoretically, the number of explosion layers can be set to any positive integer, and the proposed strategy expects to generate various potential sparks using the multi-layer explosion strategy without changing the total number of generated sparks. The proposed strategy can co.. View More»
  DOI: 10.4172/2090-4908.1000173

  Abstract PDF