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What is Fireworks Algorithm

Handbook of Research on Fireworks Algorithms and Swarm Intelligence
Heuristic intelligent optimization algorithm by simulating fireworks explosion
Published in Chapter:
Application of Fireworks Algorithm in Bioinformatics
Yuchen Zhang (School of Computer Science, Shaanxi Normal University, China), Xiujuan Lei (School of Computer Science, Shaanxi Normal University, China), and Ying Tan (Peking University, China)
DOI: 10.4018/978-1-7998-1659-1.ch011
Abstract
Fireworks Algorithm (FWA) has been applied to many fields in recent years, showing a strong ability to solve optimization problems. In this chapter, FWA is applied to some research hotspots in bioinformatics, such as biclustering of gene expression data, disease-gene prediction, and identification of LncRNA-protein interactions. This chapter briefly introduces some backgrounds of bioinformatics and related issues. Through corresponding bioinformatics' problems to optimization problems, some specific optimization functions are constructed and solved by the Fireworks Algorithm. The simulation results illustrate that the fireworks algorithm shows high performance and potential application value in the field of bioinformatics.
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