| Creator |
|
|
|
| Language |
|
| Publisher |
|
| Date |
|
| Publication Type |
|
| Access Rights |
|
| Related DOI |
|
| Abstract |
This chapter briefly reviews the basic explosion mechanism used in the fireworks algorithm (FWA) and comprehensively investigates relevant research on explosion operations. Since the explosion mechani...sm is one of the core operations directly affecting the performance of FWA, the authors focus on analyzing the FWA explosion operation and highlighting two novel explosion strategies: a multi-layer explosion strategy and a scouting explosion strategy. The multi-layer explosion strategy allows a firework individual to perform multiple explosions instead of the single explosion used in the original FWA, where each round of explosion can be regarded as a layer; the scouting explosion strategy controls a firework individual to generate spark individuals one by one instead of generating all spark individuals within the explosion amplitude at once. The authors then introduce several other strategies to efficiently use the information generated by the explosion operation. Finally, the authors list some open topics for discussion.show more
|
Export Mendeley
FWA_Handbook