Research Article

An Optimization Algorithm with Novel RFA-PSO Cooperative Evolution: Applications to Parameter Decision of a Snake Robot

Table 1

Summary of some hybrid evolutionary algorithms and their applications.

Algorithm Year Application Label

GA + PSO 2007, 2008, 2011 Global optimization of mathematical functions [13ā€“15]
GA + PSO 2012 Location and sizing of DG on distribution systems [2]
NTVE-PSO 2009 The time series prediction of a practical power system [10]
STHGA + GA 2010 Find the largest number of disjoint sets of sensors [36]
GGA 2011 Find the optimal placement of sensors [11]
A Hybrid PSO 2011, 2013 Global optimization in mathematical functions [37, 38]
PSO using Kmeans clustering 2011 Near-global minimum-jerk joint trajectory [3]
ACO + PSO 2012 A fuzzy logic controller for an autonomous mobile robot [39]
CGA 2014 Nonlinear systems of second-order boundary value problems [12]
PSO + SA 2014 Global optimization problems [40]