paper first introduces the principles of various swarm intelligent optimization algorithms.Then,the typical application of these swarm intelligence optimization algorithms in various fields is listed.After that,the advantages and defects of all swarm intelligence optimization algorithms are summarized.Next,the...
Paper Swarm Intelligence: Past, Present and Future Many optimization problems in science and engineering are challenging to solve, and the current trend is to use swarm intelligence (SI) and SI-based algorithms to tackle such challenging problems. Some significant developments have been made in ...
Swarm Intelligence (SI) algorithms are frequently applied to tackle complex optimization problems. SI is especially used when good solutions are requested for NP hard problems within a reasonable response time. And when such problems possess a very high dimensionality, a dynamic nature, or present in...
Swarm intelligence has become a hot research field of artificial intelligence. Considering the importance of swarm intelligence for the future development of artificial intelligence, we discuss and analyze swarm intelligence from a broader and deeper perspective. In a broader sense, we are talking about...
Different types of algorithms (both intelligent and unintelligent) were plugged into SILBA. In this paper, we present one particular use-case – a Call Center that is operated in a Cloud environment. 展开 关键词: call center self-organization swarm intelligence load balancing ...
Excluding introduction, the paper has seven sections. The second section provides details about the major algorithms used for formulating the proposed algorithm and a summary of literature. Section three details the requirement of the proposal, basic motivation, and extended novelty of the proposed work...
The mission of the International Journal of Swarm Intelligence Research (IJSIR) is to become a leading international and well-referred journal in swarm intelligence, nature-inspired optimization algorithms, and their applications. This journal publishes original and previously unpublished articles including ...
In addition, current research on the intelligent scheduling and planning strategies of energy storage resources in new power systems using swarm intelligence optimization algorithms is not sufficient, and the potential of swarm intelligence optimization algorithms in responding to extreme events and improving...
Therefore, this paper introduces an improved version of the sparrow search algorithm (SSA) applied to dynamic optimization problems, and uses other well-known swarm-intelligence algorithms, including whale optimization algorithm (WOA) [18], marine predators algorithm (MPA) [19], harris hawks ...
Swarm Intelligence is the principal peer reviewed publication dedicated to reporting research and new developments in this multidisciplinary field. The ...