Component-Wise MOEA/D Implementation

---

Documentation for package ‘MOEADr’ version 1.1.3

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

box_constraints	Box constraints routine
calcIGD	Inverted Generational Distance
check_stop_criteria	Stop criteria for MOEA/D
constraint_none	NULL constraint handling method for MOEA/D
constraint_penalty	"Penalty" constraint handling method for MOEA/D
constraint_vbr	"Violation-based Ranking" constraint handling method for MOEA/D
create_population	Create population
decomposition_msld	Problem Decomposition using Multi-layered Simplex-lattice Design
decomposition_sld	Problem Decomposition using Simplex-lattice Design
decomposition_uniform	Problem Decomposition using Uniform Design
define_neighborhood	Calculate neighborhood relations
evaluate_population	Evaluate population
example_problem	Example problem
find_nondominated_points	Find non-dominated points
generate_weights	Calculate weight vectors
get_constraint_methods	Print available constraint methods
get_decomposition_methods	Print available decomposition methods
get_localsearch_methods	Print available local search methods
get_scalarization_methods	Print available scalarization methods
get_stop_criteria	Print available stop criteria
get_update_methods	Print available update methods
get_variation_operators	Print available variation operators
ls_dvls	Differential vector-based local search
ls_tpqa	Three-point quadratic approximation local search
make_vectorized_smoof	Make vectorized smoof function
moead	MOEA/D
order_neighborhood	Order Neighborhood for MOEA/D
perform_variation	Run variation operators
plot.moead	plot.moead
preset_moead	preset_moead
print.moead	print.moead
print_progress	Print progress of MOEA/D
scalarization_awt	Adjusted Weighted Tchebycheff Scalarization
scalarization_ipbi	Inverted Penalty-based Boundary Intersection Scalarization
scalarization_pbi	Penalty-based Boundary Intersection Scalarization
scalarization_ws	Weighted Sum Scalarization
scalarization_wt	Weighted Tchebycheff Scalarization
scalarize_values	Scalarize values for MOEA/D
scale_objectives	Scaling of the objective function values
stop_maxeval	Stop criterion: maximum number of evaluations
stop_maxiter	Stop criterion: maximum number of iterations
stop_maxtime	Stop criterion: maximum runtime
summary.moead	summary.moead
unitary_constraints	Unitary constraints routine
update_population	Update population
updt_best	Best Neighborhood Replacement Update for MOEA/D
updt_restricted	Restricted Neighborhood Replacement Update for MOEA/D
updt_standard	Standard Neighborhood Replacement Update for MOEA/D
variation_binrec	Binomial Recombination
variation_diffmut	Differential Mutation
variation_localsearch	Local search Operators
variation_none	Identity operator
variation_polymut	Polynomial mutation
variation_sbx	Simulated binary crossover
variation_truncate	Truncate