Evolutionary Minimizer for R
Ackley Function
Animation of population motion
Bohachevsky Function
Configuration object for the Artificial Bee Colony Algorithm
Configuration object for algorithms
Configuration object for the Bat Algorithm
Configuration object for the Cuckoo Search Algorithm
Configuration object for the Genetic Algorithm
Configuration object for the Gravitational Search Algorithm
Configuration object for the Grey Wolf Optimizer Algorithm
Configuration object for the Harmony Search Algorithm
Configuration object for the Improved Harmony Search Algorithm
Configuration object for the Moth-flame Optimization Algorithm
Configuration object for the Particle Swarm Algorithm
Configuration object for the Simulated Annealing Algorithm
Configuration object for the Whale Optimization Algorithm
Constrained function for minimization
Constraint for minimization
Freudenstein Roth Function
Get population positions
Griewank Function
Return the list of algorithms in EmiR
Return the list of pre-defined functions in EmiR
Miele Cantrell Function
Minimize an Objective Function
EmiR optimization options
EmiR optimization results
Parameter for minimization
Set of parameters for minimization
Plot minimization history
Plot the population position
Rastrigin Function
Rosenbrock Function
Schwefel Function
Styblinski-Tang Function
A C++ implementation of the following evolutionary algorithms: Bat Algorithm (Yang, 2010 <doi:10.1007/978-3-642-12538-6_6>), Cuckoo Search (Yang, 2009 <doi:10.1109/nabic.2009.5393690>), Genetic Algorithms (Holland, 1992, ISBN:978-0262581110), Gravitational Search Algorithm (Rashedi et al., 2009 <doi:10.1016/j.ins.2009.03.004>), Grey Wolf Optimization (Mirjalili et al., 2014 <doi:10.1016/j.advengsoft.2013.12.007>), Harmony Search (Geem et al., 2001 <doi:10.1177/003754970107600201>), Improved Harmony Search (Mahdavi et al., 2007 <doi:10.1016/j.amc.2006.11.033>), Moth-flame Optimization (Mirjalili, 2015 <doi:10.1016/j.knosys.2015.07.006>), Particle Swarm Optimization (Kennedy et al., 2001 ISBN:1558605959), Simulated Annealing (Kirkpatrick et al., 1983 <doi:10.1126/science.220.4598.671>), Whale Optimization Algorithm (Mirjalili and Lewis, 2016 <doi:10.1016/j.advengsoft.2016.01.008>). 'EmiR' can be used not only for unconstrained optimization problems, but also in presence of inequality constrains, and variables restricted to be integers.