Abstract: Inspired by explosion of fireworks(bomb) , a new intelligence search algorithm was proposed, which is called Explosion Search Algorithm(ESA). One theory defined as Neighborhood Search was proposed in ESA, the Steepest descent search algorithm was introduced into the ESA,which makes this new algorithm stronger ability of global search as well as local search. The convergence of the algorithm was also proved in this article. The simulation using standard benchmark functions and comparison with other algorithms proved the efficiency of the new algorithm.

Key words: Intelligence optimization algorithm, Explosion search algorithm, Difference steepest descent search, Neigh-borhood search,Convergence