A study on recent bio-inspired optimization algorithms

Bio-Inspired is a field of study that combines all the subfields together which are related to the connectionism, engineering, social behavior and emergence. Biologically inspired computing is a major subset of natural computation. The bio inspired algorithm is an effective optimization algorithm. Since the existing bio inspired algorithms can be solve the problems, an algorithm based on intelligent animals like Human, Chimpanzee and Dolphin can solve the problems in most efficient and optimized way. Dolphin is one of the most intelligent animal which can solve the complex problems in an efficient manner. This paper explains about the various swarm based optimization algorithms which helps us to analyze where these algorithms can be applied in an efficient manner. A survey on various papers is briefly explained with respect to definition, proposed model, experimental evaluation and their advantages.