Index

_

_edge_class (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph attribute) _edge_number_class (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph attribute) _edge_params (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph attribute) _edges (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph attribute) _graph (fuzzyops.sequencing_assignment.solver.FuzzySASolver attribute) _method (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain attribute) _node_number_class (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph attribute)

_node_params (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph attribute) _node_type (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph attribute) _nodes (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph attribute) _tasks (fuzzyops.sequencing_assignment.solver.FuzzySASolver attribute) _vars (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain attribute) _workers (fuzzyops.sequencing_assignment.solver.FuzzySASolver attribute) _x (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain attribute)

A

a (fuzzyops.prediction.linear.TriFNum attribute) add_edge() (fuzzyops.fan.fan.Graph method) (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method) add_in_edge() (fuzzyops.fan.fan.Node method) add_node() (fuzzyops.fan.fan.Graph method) (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method)

add_out_edge() (fuzzyops.fan.fan.Node method) alpha_cut() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method) antecedents (fuzzyops.fuzzy_logic.base_rules.BaseRule attribute), [1] AntOptimization (class in fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization) Archive (class in fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization)

B

b (fuzzyops.prediction.linear.TriFNum attribute) base_rules_ind (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) BaseRule (class in fuzzyops.fuzzy_logic.base_rules)

batch_size (fuzzyops.fuzzy_nn.model.Model attribute) BellMemberFunc (class in fuzzyops.fuzzy_nn.mf_funcs) best_result (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization property) bounds (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain attribute)

C

c (fuzzyops.prediction.linear.TriFNum attribute) calc_final_scores() (in module fuzzyops.fan.fan) calculate_path_fuzziness() (fuzzyops.fan.fan.Graph method) center_of_grav() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method) center_of_max() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method) check_directed_edge() (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method) check_node() (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method) check_nodes_full() (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method)

clip_upper() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method) compute() (fuzzyops.fuzzy_logic.base_rules.FuzzyInference method) (fuzzyops.fuzzy_logic.base_rules.SingletonInference method) consequent (fuzzyops.fuzzy_logic.base_rules.BaseRule attribute), [1] continuous_ant_algorithm() (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization method) convert_fuzzy_number_for_lreg() (in module fuzzyops.prediction.linear) copy() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain method) (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method) create_number() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain method)

D

defuzz() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method) device (fuzzyops.fuzzy_nn.model.Model attribute) Domain (class in fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number) domain (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber property) (fuzzyops.prediction.linear.TriFNum attribute)

domains (fuzzyops.fuzzy_logic.base_rules.FuzzyInference attribute) (fuzzyops.fuzzy_logic.base_rules.SingletonInference attribute) dominating_set() (in module fuzzyops.graphs.algorithms.dominating.dominating_set)

E

Edge (class in fuzzyops.fan.fan) edges (fuzzyops.fan.fan.Graph attribute) end (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.FuzzyBounds attribute), [1]

end_node (fuzzyops.fan.fan.Edge attribute) entropy() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method) epochs (fuzzyops.fuzzy_nn.model.Model attribute) eps (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute)

F

find_most_feasible_path() (fuzzyops.fan.fan.Graph method) fit_fuzzy_linear_regression() (in module fuzzyops.prediction.linear) forward() (fuzzyops.fuzzy_nn.mf_funcs.BellMemberFunc method) (fuzzyops.fuzzy_nn.mf_funcs.GaussMemberFunc method) fuzzy_distance() (in module fuzzyops.prediction.linear) fuzzy_dominating_set() (in module fuzzyops.graphs.algorithms.dominating.fuzzy_dominating_set) fuzzy_hierarchy_solver() (in module fuzzyops.fuzzy_msa.msa_fuzzy_hierarchy) fuzzy_pairwise_solver() (in module fuzzyops.fuzzy_msa.msa_fuzzy_pairwise) fuzzy_pareto_solver() (in module fuzzyops.fuzzy_msa.msa_fuzzy_pareto) fuzzy_sum_solver() (in module fuzzyops.fuzzy_msa.msa_fuzzy_sum) FuzzyBounds (class in fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization) FuzzyGraph (class in fuzzyops.graphs.fuzzgraph.graph) FuzzyInference (class in fuzzyops.fuzzy_logic.base_rules) FuzzyNumber (class in fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number) fuzzyops.fan.fan module fuzzyops.fuzzy_logic.base_rules module fuzzyops.fuzzy_msa.msa_fuzzy_hierarchy module fuzzyops.fuzzy_msa.msa_fuzzy_pairwise module fuzzyops.fuzzy_msa.msa_fuzzy_pareto module fuzzyops.fuzzy_msa.msa_fuzzy_sum module

fuzzyops.fuzzy_nn.mf_funcs module fuzzyops.fuzzy_nn.model module fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number module fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization module fuzzyops.graphs.algorithms.dominating.dominating_set module fuzzyops.graphs.algorithms.dominating.fuzzy_dominating_set module fuzzyops.graphs.algorithms.dominating.is_dominating module fuzzyops.graphs.algorithms.factoring.mle_clusterization_factors module fuzzyops.graphs.algorithms.transport.shortest_path module fuzzyops.graphs.fuzzgraph.graph module fuzzyops.prediction.linear module fuzzyops.sequencing_assignment.solver module FuzzySASolver (class in fuzzyops.sequencing_assignment.solver)

G

GaussMemberFunc (class in fuzzyops.fuzzy_nn.mf_funcs) get() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain method) get_adjacency_matrix() (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method) get_directly_connected() (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method) get_edge_len() (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method)

get_edges_amount() (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method) get_nodes_amount() (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method) get_nodes_list() (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method) get_paths_from_to() (fuzzyops.fan.fan.Graph method) get_stronger_directly_connected() (fuzzyops.graphs.fuzzgraph.graph.FuzzyGraph method) Graph (class in fuzzyops.fan.fan)

I

in_edges (fuzzyops.fan.fan.Node attribute) integral_of_product() (in module fuzzyops.prediction.linear) integrate() (fuzzyops.prediction.linear.TriFNum method)

integrate_left() (fuzzyops.prediction.linear.TriFNum method) integrate_right() (fuzzyops.prediction.linear.TriFNum method) integrate_sum_squares() (in module fuzzyops.prediction.linear) is_dominating() (in module fuzzyops.graphs.algorithms.dominating.is_dominating)

K

k (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.Archive attribute), [1]

L

left_max() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method) load_graph() (fuzzyops.sequencing_assignment.solver.FuzzySASolver method) load_task_worker_pair_value() (fuzzyops.sequencing_assignment.solver.FuzzySASolver method)

load_tasks_workers() (fuzzyops.sequencing_assignment.solver.FuzzySASolver method) loss (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.Archive attribute), [1] lr (fuzzyops.fuzzy_nn.model.Model attribute)

M

macro_algorithm_for_best_alternative() (fuzzyops.fan.fan.Graph method) make_bell_mfs() (in module fuzzyops.fuzzy_nn.mf_funcs) make_gauss_mfs() (in module fuzzyops.fuzzy_nn.mf_funcs) maybe (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber property) member_func_type (fuzzyops.fuzzy_nn.model.Model attribute) membership (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber property) membership_type (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain attribute) method (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain property) (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber property) mle_clusterization_factors() (in module fuzzyops.graphs.algorithms.factoring.mle_clusterization_factors) Model (class in fuzzyops.fuzzy_nn.model) model (fuzzyops.fuzzy_nn.model.Model attribute) module fuzzyops.fan.fan fuzzyops.fuzzy_logic.base_rules fuzzyops.fuzzy_msa.msa_fuzzy_hierarchy fuzzyops.fuzzy_msa.msa_fuzzy_pairwise fuzzyops.fuzzy_msa.msa_fuzzy_pareto fuzzyops.fuzzy_msa.msa_fuzzy_sum fuzzyops.fuzzy_nn.mf_funcs fuzzyops.fuzzy_nn.model fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization fuzzyops.graphs.algorithms.dominating.dominating_set fuzzyops.graphs.algorithms.dominating.fuzzy_dominating_set fuzzyops.graphs.algorithms.dominating.is_dominating fuzzyops.graphs.algorithms.factoring.mle_clusterization_factors fuzzyops.graphs.algorithms.transport.shortest_path fuzzyops.graphs.fuzzgraph.graph fuzzyops.prediction.linear fuzzyops.sequencing_assignment.solver

moment_of_inertia() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method)

N

N (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) n (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) n_ant (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) n_colony (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) n_input_features (fuzzyops.fuzzy_nn.model.Model attribute) n_iter (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute)

n_out_vars (fuzzyops.fuzzy_nn.model.Model attribute) n_terms (fuzzyops.fuzzy_nn.model.Model attribute) name (fuzzyops.fan.fan.Node attribute) (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain attribute) negation (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber property) Node (class in fuzzyops.fan.fan) nodes (fuzzyops.fan.fan.Graph attribute)

O

out_edges (fuzzyops.fan.fan.Node attribute)

P

p (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) params (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.Archive attribute), [1]

plot() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain method) (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method) process_csv_data() (in module fuzzyops.fuzzy_nn.model)

Q

q (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute)

R

R (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) r (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) ranges (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute)

right_max() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber method) rules (fuzzyops.fuzzy_logic.base_rules.FuzzyInference attribute) (fuzzyops.fuzzy_logic.base_rules.SingletonInference attribute)

S

save_model() (fuzzyops.fuzzy_nn.model.Model method) scores (fuzzyops.fuzzy_nn.model.Model attribute) shortest_path() (in module fuzzyops.graphs.algorithms.transport.shortest_path) SingletonInference (class in fuzzyops.fuzzy_logic.base_rules) solve() (fuzzyops.sequencing_assignment.solver.FuzzySASolver method)

start (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.FuzzyBounds attribute), [1] start_node (fuzzyops.fan.fan.Edge attribute) step (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain attribute) (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.FuzzyBounds attribute), [1] storage (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute)

T

t (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) task_type (fuzzyops.fuzzy_nn.model.Model attribute) theta (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute)

to() (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain method) to_fuzzy_number() (fuzzyops.prediction.linear.TriFNum method) train() (fuzzyops.fuzzy_nn.model.Model method) TriFNum (class in fuzzyops.prediction.linear)

V

values (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber property) values() (fuzzyops.prediction.linear.TriFNum method)

verbose (fuzzyops.fuzzy_nn.model.Model attribute) very (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.FuzzyNumber property)

W

weight (fuzzyops.fan.fan.Edge attribute)

X

X (fuzzyops.fuzzy_nn.model.Model attribute) x (fuzzyops.fuzzy_numbers.fuzzify.fuzzy_number.Domain property)

X (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.AntOptimization attribute) x (fuzzyops.fuzzy_optimization.fuzzy_metaevristic_optimization.optimization.FuzzyBounds attribute), [1]

Y

Y (fuzzyops.fuzzy_nn.model.Model attribute)