Title :
A Dolphin Partner Optimization
Author :
Shiqin, Yang ; Jianjun, Jiang ; Guangxing, Yan
Author_Institution :
Network Res. Center, Shanghai Dianji Univ., Shanghai, China
Abstract :
In this paper, based on the bionic study on dolphin, a philosophy of dolphin Partner Optimization (DPO) was formulated and a so-called ldquoNucleusrdquo was introduced to predict the best position according to the positions and fitness of the team members. After that, we test the DPO algorithm on several benchmark functions and the experiment result show it has rapid and niche character and good adaptability for different objective functions.
Keywords :
particle swarm optimisation; bionic study; dolphin partner optimization; particle swarm optimization; Benchmark testing; Convergence; Dolphins; Equations; Evolutionary computation; Intelligent networks; Intelligent systems; Particle swarm optimization; Scalability; Dolphin Partner Optimization; Nucleus; PSO; niche;
Conference_Titel :
Intelligent Systems, 2009. GCIS '09. WRI Global Congress on
Conference_Location :
Xiamen
Print_ISBN :
978-0-7695-3571-5
DOI :
10.1109/GCIS.2009.464
