Index

_

__array_finalize__() (MatrixArray method), [1] __getitem__() (MatrixArray method), [1] __init__() (RetrialQueueAnalyzer method) (RLEnvironment method) (RLTDAgent method) __new__() (MatrixArray static method), [1]

__post_init__() (BmapMatrix method) (NetworkStruct method), [1] (PhDistribution method) (QbdStatespace method) __repr__() (NetworkStruct method), [1] __setattr__() (NetworkStruct method), [1] __setitem__() (MatrixArray method), [1]

A

A0 (QbdStatespace attribute) A1 (QbdStatespace attribute) A2 (QbdStatespace attribute) AbAmvaResult (class in line_solver.api.pfqn) action_size (RLEnvironment attribute) ACTIVITY (LayeredNetworkElement attribute), [1] ActivityPrecedenceType (class in line_solver.constants), [1]

ALFS (HeteroSchedPolicy attribute) ALIS (HeteroSchedPolicy attribute) alpha (RetrialInfo attribute) (SnGetDemandsResult attribute), [1], [2], [3] analyze() (RetrialQueueAnalyzer method) analyzer (QueueResult attribute) arrival_rate (BmapMatrix property)

B

B (CourtoisResult attribute) B0 (QbdStatespace attribute) BAS (DropStrategy attribute), [1] beta (PhDistribution attribute)

binomial_state_dimension (QbdStatespace property) BMAPMAP1Result (class in line_solver.api.mam) BmapMatrix (class in line_solver.api.qsys) build_qbd_statespace() (RetrialQueueAnalyzer method)

C

c (PfqnFncResult attribute) C (SnDeaggregateResult attribute), [1], [2], [3] CACHE (NodeType attribute), [1] cache_erec() (in module line_solver.api.cache) cache_erec_aux() (in module line_solver.api.cache) cache_gamma_lp() (in module line_solver.api.cache) cache_is() (in module line_solver.api.cache) cache_miss() (in module line_solver.api.cache) cache_miss_fpi() (in module line_solver.api.cache) cache_miss_is() (in module line_solver.api.cache) cache_miss_spm() (in module line_solver.api.cache) cache_mva() (in module line_solver.api.cache) cache_mva_miss() (in module line_solver.api.cache) cache_prob_erec() (in module line_solver.api.cache) cache_prob_fpi() (in module line_solver.api.cache) cache_prob_is() (in module line_solver.api.cache) cache_prob_spm() (in module line_solver.api.cache) cache_rrm_meanfield() (in module line_solver.api.cache) cache_rrm_meanfield_ode() (in module line_solver.api.cache) cache_spm() (in module line_solver.api.cache) cache_t_hlru() (in module line_solver.api.cache) cache_t_lrum() (in module line_solver.api.cache) cache_ttl_hlru() (in module line_solver.api.cache) cache_ttl_lrua() (in module line_solver.api.cache) cache_ttl_lrum() (in module line_solver.api.cache) cache_xi_fp() (in module line_solver.api.cache) cache_xi_iter() (in module line_solver.api.cache) CallType (class in line_solver.constants), [1] cap (NetworkStruct attribute), [1], [2], [3] CATASTROPHE (SignalType attribute), [1] cdscaling (NetworkStruct attribute), [1], [2], [3] Cgamma (RdResult attribute) ChainParams (class in line_solver.api.sn), [1]

chains (NetworkStruct attribute), [1], [2], [3] class_idx (RetrialInfo attribute) classcap (NetworkStruct attribute), [1], [2], [3] classdeadline (NetworkStruct attribute), [1] classnames (NetworkStruct attribute), [1], [2], [3] classprio (NetworkStruct attribute), [1] CLASSSWITCH (NodeType attribute), [1] CN (AbAmvaResult attribute) (SchmidtResult attribute) ComomResult (class in line_solver.api.pfqn) connmatrix (NetworkStruct attribute), [1], [2], [3] converged (RetrialQueueResult attribute), [1] copy() (NetworkStruct method), [1] CourtoisResult (class in line_solver.api.mc) csmask (NetworkStruct attribute), [1] ctmc_courtois() (in module line_solver.api.mc) ctmc_isfeasible() (in module line_solver.api.mc) ctmc_kms() (in module line_solver.api.mc) ctmc_makeinfgen() (in module line_solver.api.mc) ctmc_multi() (in module line_solver.api.mc) ctmc_rand() (in module line_solver.api.mc) ctmc_randomization() (in module line_solver.api.mc) ctmc_simulate() (in module line_solver.api.mc) ctmc_solve() (in module line_solver.api.mc) ctmc_solve_reducible() (in module line_solver.api.mc) ctmc_ssg() (in module line_solver.api.mc) ctmc_ssg_reachability() (in module line_solver.api.mc) ctmc_stochcomp() (in module line_solver.api.mc) ctmc_takahashi() (in module line_solver.api.mc) ctmc_timereverse() (in module line_solver.api.mc) ctmc_transient() (in module line_solver.api.mc) ctmc_uniformization() (in module line_solver.api.mc) CtmcSsgResult (class in line_solver.api.mc)

D

D (ChainParams attribute), [1] (ProductFormParams attribute), [1] D0 (BmapMatrix attribute) D_batch (BmapMatrix attribute) dag (LayeredNetworkStruct attribute), [1], [2], [3] DELAY (NodeType attribute), [1] DES (SolverType attribute), [1] detect_queue_type() (RetrialQueueAnalyzer method) DROP (DropStrategy attribute), [1] droprule (NetworkStruct attribute), [1] DropStrategy (class in line_solver.api.sn), [1] (class in line_solver.constants), [1]

dtmc_hitting_time() (in module line_solver.api.mc) dtmc_isfeasible() (in module line_solver.api.mc) dtmc_makestochastic() (in module line_solver.api.mc) dtmc_rand() (in module line_solver.api.mc) dtmc_simulate() (in module line_solver.api.mc) dtmc_solve() (in module line_solver.api.mc) dtmc_solve_reducible() (in module line_solver.api.mc) dtmc_stochcomp() (in module line_solver.api.mc) dtmc_timereverse() (in module line_solver.api.mc) dtmc_transient() (in module line_solver.api.mc)

E

EDD (SchedStrategy attribute), [1] EDF (SchedStrategy attribute), [1] ENTRY (LayeredNetworkElement attribute), [1] eps (CourtoisResult attribute) (KMSResult attribute) (TakahashiResult attribute) epsilon (LdqbdOptions attribute), [1] (RLTDAgent attribute) epsilon_decay (RLTDAgent attribute) epsMAX (CourtoisResult attribute) (KMSResult attribute) (TakahashiResult attribute)

erlang_b() (in module line_solver.api.lossn), [1] erlang_c() (in module line_solver.api.lossn), [1] erlang_map() (in module line_solver.api.mam) error (RetrialQueueResult attribute), [1] error_msg (RetrialInfo attribute) eta (NpfqnNonexpApproxResult attribute), [1] (QBDResult attribute) EventType (class in line_solver.constants), [1] exp_map() (in module line_solver.api.mam) extract_bmap() (RetrialQueueAnalyzer method) extract_ph_service() (RetrialQueueAnalyzer method) extract_retrial_parameters() (RetrialQueueAnalyzer method)

F

factln() (in module line_solver.api.pfqn) factln_vec() (in module line_solver.api.pfqn) FAIRNESS (HeteroSchedPolicy attribute) FB (SchedStrategy attribute), [1] FCFS (RemovalPolicy attribute) FCFSPIPRIO (SchedStrategy attribute), [1] FCFSPR (SchedStrategy attribute), [1] FCFSPRPRIO (SchedStrategy attribute), [1] FINITE_CAPACITY_REGION (NodeType attribute), [1]

fj (NetworkStruct attribute), [1] from_line() (NodeType static method), [1] fromLINEString() (SchedStrategy static method), [1] fromString() (HeteroSchedPolicy static method) (PollingType static method), [1] (ProcessType static method), [1] (SchedStrategy static method), [1] FSF (HeteroSchedPolicy attribute) fundamental_arrival_rate (BmapMatrix property)

G

G (BMAPMAP1Result attribute) (PfqnComomrmLdResult attribute) (PfqnNcResult attribute) (QBDResult attribute) gamma (NpfqnNonexpApproxResult attribute), [1] (RetrialInfo attribute) (RLEnvironment attribute) gamma_unique (PfqnUniqueResult attribute), [1] get() (MatrixArray method), [1] get_chain_population() (NetworkStruct method), [1] get_closed_class_indices() (NetworkStruct method), [1] get_constants() (GlobalConstants class method), [1] get_instance() (GlobalConstants class method), [1] get_level_phase() (QbdStatespace method)

get_open_class_indices() (NetworkStruct method), [1] get_q_function() (RLTDAgent method) get_scheduling_at_station() (NetworkStruct method), [1] get_state_index() (QbdStatespace method) get_stateful_indices() (NetworkStruct method), [1] get_station_indices() (NetworkStruct method), [1] get_total_population() (NetworkStruct method), [1] get_value_function() (RLTDAgent method) get_verbose() (GlobalConstants class method), [1] getConstants() (GlobalConstants class method), [1] getInstance() (GlobalConstants class method), [1] getVerbose() (GlobalConstants class method), [1] GlobalConstants (class in line_solver.constants), [1] gsync (NetworkStruct attribute), [1]

H

has_class_dependence() (NetworkStruct method), [1] has_closed_classes() (NetworkStruct method), [1] has_load_dependence() (NetworkStruct method), [1] has_multi_server() (NetworkStruct method), [1] has_open_classes() (NetworkStruct method), [1]

hashpop() (in module line_solver.api.pfqn) HeteroSchedPolicy (class in line_solver.constants) HOL (SchedStrategy attribute), [1], [2], [3] HOST (LayeredNetworkElement attribute), [1] hyperexp_map() (in module line_solver.api.mam)

I

Immediate (GlobalConstants attribute), [1] inchain (NetworkStruct attribute), [1], [2], [3] infradius_h() (in module line_solver.api.pfqn) infradius_hnorm() (in module line_solver.api.pfqn) is_closed_chain() (NetworkStruct method), [1] is_in_action_space() (RLEnvironment method) is_in_state_space() (RLEnvironment method) is_open_chain() (NetworkStruct method), [1]

is_retrial (RetrialInfo attribute) is_valid() (NetworkStruct method), [1] isref (LayeredNetworkStruct attribute), [1], [2], [3] issignal (NetworkStruct attribute), [1] isslc (NetworkStruct attribute), [1] isstatedep (NetworkStruct attribute), [1] isstateful (NetworkStruct attribute), [1], [2], [3] isstation (NetworkStruct attribute), [1], [2], [3] iterations (RetrialQueueResult attribute), [1]

J

JobClassType (class in line_solver.constants), [1] JOIN (NodeType attribute), [1] (SchedStrategy attribute), [1]

JoinStrategy (class in line_solver.constants), [1]

K

kahn_topological_sort() (in module line_solver.api.lsn), [1]

KMSResult (class in line_solver.api.mc)

L

L_orbit (RetrialQueueResult attribute), [1] L_unique (PfqnUniqueResult attribute), [1] lam (ProductFormParams attribute), [1] lambda_vec (ChainParams attribute), [1] laplaceapprox() (in module line_solver.api.pfqn) LAS (SchedStrategy attribute), [1] LayeredNetworkElement (class in line_solver.api.lsn), [1] LayeredNetworkStruct (class in line_solver.api.lsn), [1] LCFS (RemovalPolicy attribute) LCFSPI (SchedStrategy attribute), [1], [2], [3] LCFSPIPRIO (SchedStrategy attribute), [1] LCFSPRIO (SchedStrategy attribute), [1] LCFSPRPRIO (SchedStrategy attribute), [1] Lchain (SnGetDemandsResult attribute), [1], [2], [3] ldqbd() (in module line_solver.api.mam) LdqbdOptions (class in line_solver.api.mam) LdqbdResult (class in line_solver.api.mam) learning_rate (RLTDAgent attribute) lG (ComomResult attribute) (PfqnComomrmLdResult attribute) (PfqnNcResult attribute) lGbasis (ComomResult attribute) lGN (RdResult attribute) line_solver.api.cache module line_solver.api.lossn module, [1] line_solver.api.lsn module, [1] line_solver.api.mam module line_solver.api.mc module

line_solver.api.npfqn module, [1] line_solver.api.pfqn module line_solver.api.polling module, [1] line_solver.api.qsys module line_solver.api.rl module line_solver.api.sn module, [1] line_solver.api.trace module line_solver.constants module line_solver.utils module, [1] ljcd_interpolate() (in module line_solver.api.pfqn) ljd_delinearize() (in module line_solver.api.pfqn) ljd_linearize() (in module line_solver.api.pfqn) ljdcutoffs (NetworkStruct attribute), [1] ljdscaling (NetworkStruct attribute), [1] lldscaling (NetworkStruct attribute), [1], [2], [3] LOGGER (NodeType attribute), [1] logmeanexp() (in module line_solver.api.cache) logsumexp() (in module line_solver.api.pfqn) lossn_erlangfp() (in module line_solver.api.lossn), [1] LPS (SchedStrategy attribute), [1], [2], [3] LRPT (SchedStrategy attribute), [1] lsn_max_multiplicity() (in module line_solver.api.lsn), [1] lst (NetworkStruct attribute), [1]

M

map2_fit() (in module line_solver.api.mam) map_acf() (in module line_solver.api.mam) map_acfc() (in module line_solver.api.mam) map_bernstein() (in module line_solver.api.mam) map_block() (in module line_solver.api.mam) map_ccdf_derivative() (in module line_solver.api.mam) map_cdf() (in module line_solver.api.mam) map_compute_R() (in module line_solver.api.mam) map_count_mean() (in module line_solver.api.mam) map_count_moment() (in module line_solver.api.mam) map_count_var() (in module line_solver.api.mam) map_embedded() (in module line_solver.api.mam) map_erlang() (in module line_solver.api.mam) map_exponential() (in module line_solver.api.mam) map_factorial_moment() (in module line_solver.api.mam) map_feasblock() (in module line_solver.api.mam) map_feastol() (in module line_solver.api.mam) map_gamma() (in module line_solver.api.mam) map_gamma2() (in module line_solver.api.mam) map_hyperexp() (in module line_solver.api.mam) map_idc() (in module line_solver.api.mam) map_infgen() (in module line_solver.api.mam) map_isfeasible() (in module line_solver.api.mam) map_issym() (in module line_solver.api.mam) map_joint() (in module line_solver.api.mam) map_joint_moment() (in module line_solver.api.mam) map_jointpdf_derivative() (in module line_solver.api.mam) map_kpc() (in module line_solver.api.mam) map_kurt() (in module line_solver.api.mam) map_lambda() (in module line_solver.api.mam) map_largemap() (in module line_solver.api.mam) map_m1ps_cdf_respt() (in module line_solver.api.mam) map_m1ps_h_recursive() (in module line_solver.api.mam) map_m1ps_sojourn() (in module line_solver.api.mam) map_mark() (in module line_solver.api.mam) map_max() (in module line_solver.api.mam) map_mean() (in module line_solver.api.mam) map_mixture() (in module line_solver.api.mam) map_mmpp2() (in module line_solver.api.mam) map_moment() (in module line_solver.api.mam) map_normalize() (in module line_solver.api.mam) map_pdf() (in module line_solver.api.mam) map_pie() (in module line_solver.api.mam) map_piq() (in module line_solver.api.mam) map_pntiter() (in module line_solver.api.mam) map_pntquad() (in module line_solver.api.mam) map_rand() (in module line_solver.api.mam) map_randn() (in module line_solver.api.mam) map_renewal() (in module line_solver.api.mam) map_sample() (in module line_solver.api.mam) map_scale() (in module line_solver.api.mam) map_scv() (in module line_solver.api.mam) map_skew() (in module line_solver.api.mam) map_stochcomp() (in module line_solver.api.mam) map_sum() (in module line_solver.api.mam) map_sumind() (in module line_solver.api.mam) map_super() (in module line_solver.api.mam) map_timereverse() (in module line_solver.api.mam) map_var() (in module line_solver.api.mam) map_varcount() (in module line_solver.api.mam) MAPBMAP1Result (class in line_solver.api.mam) mapping (PfqnUniqueResult attribute), [1] matchrow() (in module line_solver.api.pfqn) MatrixArray (class in line_solver.api.sn), [1] max_iter (LdqbdOptions attribute), [1] max_level (QbdStatespace attribute) mean (PhDistribution property) mean_batch_size (BMAPMAP1Result attribute) (MAPBMAP1Result attribute) mean_queue_length (BMAPMAP1Result attribute) (MAPBMAP1Result attribute) mean_response_time (BMAPMAP1Result attribute) (MAPBMAP1Result attribute) mean_squared (PhDistribution property) meanQueueLength (QueueResult attribute) meanSojournTime (QueueResult attribute) meanWaitingTime (QueueResult attribute) method (PfqnNcResult attribute) (RdOptions attribute)

Metric (class in line_solver.constants) MetricType (class in line_solver.constants), [1] mi (PfqnUniqueResult attribute), [1] mmap_backward_moment() (in module line_solver.api.mam) mmap_compress() (in module line_solver.api.mam) mmap_count_idc() (in module line_solver.api.mam) mmap_count_lambda() (in module line_solver.api.mam) mmap_count_mcov() (in module line_solver.api.mam) mmap_count_mean() (in module line_solver.api.mam) mmap_count_var() (in module line_solver.api.mam) mmap_cross_moment() (in module line_solver.api.mam) mmap_embedded() (in module line_solver.api.mam) mmap_exponential() (in module line_solver.api.mam) mmap_forward_moment() (in module line_solver.api.mam) mmap_hide() (in module line_solver.api.mam) mmap_idc() (in module line_solver.api.mam) mmap_infgen() (in module line_solver.api.mam) mmap_isfeasible() (in module line_solver.api.mam) mmap_issym() (in module line_solver.api.mam) mmap_lambda() (in module line_solver.api.mam) mmap_maps() (in module line_solver.api.mam) mmap_mark() (in module line_solver.api.mam) mmap_max() (in module line_solver.api.mam) mmap_mixture() (in module line_solver.api.mam) mmap_modulate() (in module line_solver.api.mam) mmap_normalize() (in module line_solver.api.mam) mmap_pc() (in module line_solver.api.mam) mmap_pie() (in module line_solver.api.mam) mmap_rand() (in module line_solver.api.mam) mmap_sample() (in module line_solver.api.mam) mmap_scale() (in module line_solver.api.mam) mmap_sigma() (in module line_solver.api.mam) mmap_sigma2() (in module line_solver.api.mam) mmap_sum() (in module line_solver.api.mam) mmap_super() (in module line_solver.api.mam) mmap_super_safe() (in module line_solver.api.mam) mmap_timereverse() (in module line_solver.api.mam) mmdp_isfeasible() (in module line_solver.api.mam) model (RLEnvironment attribute) module line_solver.api.cache line_solver.api.lossn, [1] line_solver.api.lsn, [1] line_solver.api.mam line_solver.api.mc line_solver.api.npfqn, [1] line_solver.api.pfqn line_solver.api.polling, [1] line_solver.api.qsys line_solver.api.rl line_solver.api.sn, [1] line_solver.api.trace line_solver.constants line_solver.utils, [1] mtrace_backward_moment() (in module line_solver.api.trace) mtrace_bootstrap() (in module line_solver.api.trace) mtrace_count() (in module line_solver.api.trace) mtrace_cov() (in module line_solver.api.trace) mtrace_cross_moment() (in module line_solver.api.trace) mtrace_forward_moment() (in module line_solver.api.trace) mtrace_iat2counts() (in module line_solver.api.trace) mtrace_joint() (in module line_solver.api.trace) mtrace_mean() (in module line_solver.api.trace) mtrace_merge() (in module line_solver.api.trace) mtrace_moment() (in module line_solver.api.trace) mtrace_moment_simple() (in module line_solver.api.trace) mtrace_pc() (in module line_solver.api.trace) mtrace_sigma() (in module line_solver.api.trace) mtrace_sigma2() (in module line_solver.api.trace) mtrace_split() (in module line_solver.api.trace) mtrace_summary() (in module line_solver.api.trace) mtrace_var() (in module line_solver.api.trace) mu (ChainParams attribute), [1] (NetworkStruct attribute), [1] (PfqnFncResult attribute) (ProductFormParams attribute), [1] mu_unique (PfqnUniqueResult attribute), [1] mult (LayeredNetworkStruct attribute), [1], [2], [3] multichoose() (in module line_solver.api.pfqn)

N

N (ChainParams attribute), [1] (ProductFormParams attribute), [1] (RetrialInfo attribute) N_server (RetrialQueueResult attribute), [1] Nchain (SnGetDemandsResult attribute), [1], [2], [3] nchains (NetworkStruct attribute), [1], [2], [3] nclasses (NetworkStruct attribute), [1], [2], [3] nclosedjobs (NetworkStruct attribute), [1], [2], [3] NEGATIVE (SignalType attribute), [1] NetworkStruct (class in line_solver.api.sn), [1] njobs (NetworkStruct attribute), [1], [2], [3] nnodes (NetworkStruct attribute), [1], [2], [3] node_idx (RetrialInfo attribute) node_state_space (CtmcSsgResult attribute) nodenames (NetworkStruct attribute), [1], [2], [3] nodeparam (NetworkStruct attribute), [1] nodeToStateful (NetworkStruct attribute), [1], [2], [3]

nodeToStation (NetworkStruct attribute), [1], [2], [3] NodeType (class in line_solver.api.sn), [1] (class in line_solver.constants), [1] nodetype (NetworkStruct attribute), [1], [2], [3] nodevisits (NetworkStruct attribute), [1] npfqn_nonexp_approx() (in module line_solver.api.npfqn), [1] npfqn_traffic_merge() (in module line_solver.api.npfqn), [1] npfqn_traffic_merge_cs() (in module line_solver.api.npfqn), [1] npfqn_traffic_split_cs() (in module line_solver.api.npfqn), [1] NpfqnNonexpApproxResult (class in line_solver.api.npfqn), [1] nregions (NetworkStruct attribute), [1] nservers (NetworkStruct attribute), [1], [2], [3] (NpfqnNonexpApproxResult attribute), [1] nstateful (NetworkStruct attribute), [1], [2], [3] nstations (NetworkStruct attribute), [1], [2], [3] num_hess() (in module line_solver.api.pfqn) nvars (NetworkStruct attribute), [1]

O

obj (NetworkStruct property), [1]

oner() (in module line_solver.api.pfqn) ORDER (HeteroSchedPolicy attribute)

P

P (CourtoisResult attribute) p (CourtoisResult attribute) (KMSResult attribute) (RetrialInfo attribute) (TakahashiResult attribute) p_1 (KMSResult attribute) (TakahashiResult attribute) P_empty_orbit (RetrialQueueResult attribute), [1] P_idle (RetrialQueueResult attribute), [1] pcourt (KMSResult attribute) (TakahashiResult attribute) pfqn_ab_amva() (in module line_solver.api.pfqn) pfqn_ab_core() (in module line_solver.api.pfqn) pfqn_aql() (in module line_solver.api.pfqn) pfqn_bs() (in module line_solver.api.pfqn) pfqn_bsfcfs() (in module line_solver.api.pfqn) pfqn_ca() (in module line_solver.api.pfqn) pfqn_cdfun() (in module line_solver.api.pfqn) pfqn_combine_mi() (in module line_solver.api.pfqn) pfqn_comom() (in module line_solver.api.pfqn) pfqn_comomrm() (in module line_solver.api.pfqn) pfqn_comomrm_ld() (in module line_solver.api.pfqn) pfqn_comomrm_ms() (in module line_solver.api.pfqn) pfqn_comomrm_orig() (in module line_solver.api.pfqn) pfqn_conwayms() (in module line_solver.api.pfqn) pfqn_cub() (in module line_solver.api.pfqn) pfqn_egflinearizer() (in module line_solver.api.pfqn) pfqn_expand() (in module line_solver.api.pfqn) pfqn_fli() (in module line_solver.api.pfqn) pfqn_fnc() (in module line_solver.api.pfqn) pfqn_gflinearizer() (in module line_solver.api.pfqn) pfqn_gld() (in module line_solver.api.pfqn) pfqn_gldsingle() (in module line_solver.api.pfqn) pfqn_grnmol() (in module line_solver.api.pfqn) pfqn_joint() (in module line_solver.api.pfqn) pfqn_kt() (in module line_solver.api.pfqn) pfqn_lap() (in module line_solver.api.pfqn) pfqn_le() (in module line_solver.api.pfqn) pfqn_le_fpi() (in module line_solver.api.pfqn) pfqn_le_fpiZ() (in module line_solver.api.pfqn) pfqn_le_hessian() (in module line_solver.api.pfqn) pfqn_le_hessianZ() (in module line_solver.api.pfqn) pfqn_linearizer() (in module line_solver.api.pfqn) pfqn_linearizerms() (in module line_solver.api.pfqn) pfqn_linearizermx() (in module line_solver.api.pfqn) pfqn_ljdfun() (in module line_solver.api.pfqn) pfqn_lldfun() (in module line_solver.api.pfqn) pfqn_ls() (in module line_solver.api.pfqn) pfqn_mci() (in module line_solver.api.pfqn) pfqn_mmint2() (in module line_solver.api.pfqn) pfqn_mmint2_gausslaguerre() (in module line_solver.api.pfqn) pfqn_mmint2_gausslegendre() (in module line_solver.api.pfqn) pfqn_mmsample2() (in module line_solver.api.pfqn) pfqn_mu_ms() (in module line_solver.api.pfqn) pfqn_mushift() (in module line_solver.api.pfqn) pfqn_mva() (in module line_solver.api.pfqn) pfqn_mva_single_class() (in module line_solver.api.pfqn)

pfqn_mvald() (in module line_solver.api.pfqn) pfqn_mvaldms() (in module line_solver.api.pfqn) pfqn_mvaldmx() (in module line_solver.api.pfqn) pfqn_mvaldmx_ec() (in module line_solver.api.pfqn) pfqn_mvams() (in module line_solver.api.pfqn) pfqn_mvamx() (in module line_solver.api.pfqn) pfqn_nc() (in module line_solver.api.pfqn) pfqn_nc_sanitize() (in module line_solver.api.pfqn) pfqn_ncld() (in module line_solver.api.pfqn) pfqn_nrl() (in module line_solver.api.pfqn) pfqn_nrp() (in module line_solver.api.pfqn) pfqn_panacea() (in module line_solver.api.pfqn) pfqn_procomom2() (in module line_solver.api.pfqn) pfqn_propfair() (in module line_solver.api.pfqn) pfqn_qd() (in module line_solver.api.pfqn) pfqn_qdlin() (in module line_solver.api.pfqn) pfqn_qli() (in module line_solver.api.pfqn) pfqn_qzgblow() (in module line_solver.api.pfqn) pfqn_qzgbup() (in module line_solver.api.pfqn) pfqn_rd() (in module line_solver.api.pfqn) pfqn_recal() (in module line_solver.api.pfqn) pfqn_schmidt() (in module line_solver.api.pfqn) pfqn_schmidt_ext() (in module line_solver.api.pfqn) pfqn_sqni() (in module line_solver.api.pfqn) pfqn_stdf() (in module line_solver.api.pfqn) pfqn_stdf_heur() (in module line_solver.api.pfqn) pfqn_unique() (in module line_solver.api.pfqn) pfqn_xzabalow() (in module line_solver.api.pfqn) pfqn_xzabaup() (in module line_solver.api.pfqn) pfqn_xzgsblow() (in module line_solver.api.pfqn) pfqn_xzgsbup() (in module line_solver.api.pfqn) PfqnComomrmLdResult (class in line_solver.api.pfqn) PfqnFncResult (class in line_solver.api.pfqn) PfqnNcResult (class in line_solver.api.pfqn) PfqnUniqueResult (class in line_solver.api.pfqn) ph_to_map() (in module line_solver.api.qsys) phases (NetworkStruct attribute), [1] phaseshift (NetworkStruct attribute), [1] phasessz (NetworkStruct attribute), [1] PhDistribution (class in line_solver.api.qsys) phi (NetworkStruct attribute), [1] pi (BMAPMAP1Result attribute) (LdqbdResult attribute), [1] (MAPBMAP1Result attribute) pie (NetworkStruct attribute), [1] PLACE (NodeType attribute), [1] polling_qsys_1limited() (in module line_solver.api.polling), [1] polling_qsys_exhaustive() (in module line_solver.api.polling), [1] polling_qsys_gated() (in module line_solver.api.polling), [1] PollingType (class in line_solver.constants), [1] pprod() (in module line_solver.api.pfqn) prob (PfqnComomrmLdResult attribute) proc (NetworkStruct attribute), [1] PROCESSOR (LayeredNetworkElement attribute), [1] ProcessType (class in line_solver.constants), [1] procid (NetworkStruct attribute), [1] ProductFormParams (class in line_solver.api.sn), [1] PSJF (SchedStrategy attribute), [1]

Q

q (CourtoisResult attribute) Q (RLTDAgent attribute) (SnDeaggregateResult attribute), [1], [2], [3] qbd_blocks_mapmap1() (in module line_solver.api.mam) qbd_bmapbmap1() (in module line_solver.api.mam) qbd_mapmap1() (in module line_solver.api.mam) qbd_R() (in module line_solver.api.mam) qbd_R_logred() (in module line_solver.api.mam) qbd_raprap1() (in module line_solver.api.mam) qbd_rg() (in module line_solver.api.mam) qbd_setupdelayoff() (in module line_solver.api.mam) QBDResult (class in line_solver.api.mam) QbdStatespace (class in line_solver.api.qsys) Qdec (CourtoisResult attribute) QN (AbAmvaResult attribute) (SchmidtResult attribute) Qperm (CourtoisResult attribute) (KMSResult attribute) (TakahashiResult attribute) qsys_bmapphnn_retrial() (in module line_solver.api.qsys) qsys_gig1_approx_allencunneen() (in module line_solver.api.qsys) qsys_gig1_approx_gelenbe() (in module line_solver.api.qsys) qsys_gig1_approx_heyman() (in module line_solver.api.qsys) qsys_gig1_approx_kimura() (in module line_solver.api.qsys) qsys_gig1_approx_kingman() (in module line_solver.api.qsys) qsys_gig1_approx_kobayashi() (in module line_solver.api.qsys) qsys_gig1_approx_marchal() (in module line_solver.api.qsys) qsys_gig1_approx_whitt() (in module line_solver.api.qsys) qsys_gig1_ubnd_kingman() (in module line_solver.api.qsys) qsys_gigk_approx() (in module line_solver.api.qsys) qsys_gigk_approx_kingman() (in module line_solver.api.qsys)

qsys_gm1() (in module line_solver.api.qsys) qsys_is_retrial() (in module line_solver.api.qsys) qsys_mapd1() (in module line_solver.api.qsys) qsys_mapdc() (in module line_solver.api.qsys) qsys_mapg1() (in module line_solver.api.qsys) qsys_mapm1() (in module line_solver.api.qsys) qsys_mapmap1() (in module line_solver.api.qsys) qsys_mapmc() (in module line_solver.api.qsys) qsys_mapph1() (in module line_solver.api.qsys) qsys_mg1() (in module line_solver.api.qsys) qsys_mg1_fb() (in module line_solver.api.qsys) qsys_mg1_lrpt() (in module line_solver.api.qsys) qsys_mg1_prio() (in module line_solver.api.qsys) qsys_mg1_psjf() (in module line_solver.api.qsys) qsys_mg1_setf() (in module line_solver.api.qsys) qsys_mg1_srpt() (in module line_solver.api.qsys) qsys_mg1k_loss() (in module line_solver.api.qsys) qsys_mg1k_loss_mgs() (in module line_solver.api.qsys) qsys_mginf() (in module line_solver.api.qsys) qsys_mm1() (in module line_solver.api.qsys) qsys_mm1k_loss() (in module line_solver.api.qsys) qsys_mminf() (in module line_solver.api.qsys) qsys_mmk() (in module line_solver.api.qsys) qsys_mxm1() (in module line_solver.api.qsys) qsys_phph1() (in module line_solver.api.qsys) QUEUE (NodeType attribute), [1] queue_indices (RLEnvironment attribute) queue_type (RetrialQueueResult attribute), [1] queueLengthDist (QueueResult attribute) queueLengthMoments (QueueResult attribute) QueueResult (class in line_solver.api.qsys) QueueType (class in line_solver.api.qsys)

R

R (LdqbdResult attribute), [1] (MAPBMAP1Result attribute) (QBDResult attribute) (RetrialInfo attribute) (SnDeaggregateResult attribute), [1], [2], [3] RAIS (HeteroSchedPolicy attribute) RANDOM (RemovalPolicy attribute), [1] rates (NetworkStruct attribute), [1], [2], [3] RdOptions (class in line_solver.api.pfqn) RdResult (class in line_solver.api.pfqn) READ (EventType attribute), [1] refclass (NetworkStruct attribute), [1], [2], [3] refstat (NetworkStruct attribute), [1], [2], [3] refstatchain (SnGetDemandsResult attribute), [1], [2], [3] region (NetworkStruct attribute), [1] regionrule (NetworkStruct attribute), [1] regionsz (NetworkStruct attribute), [1] regionweight (NetworkStruct attribute), [1] RemovalPolicy (class in line_solver.constants) RENEGING (QueueType attribute) REPLY (SignalType attribute), [1]

reset() (RLEnvironment method) (RLTDAgent method) RETRIAL (QueueType attribute) RETRIAL_RENEGING (QueueType attribute) RetrialInfo (class in line_solver.api.qsys) RetrialQueueAnalyzer (class in line_solver.api.qsys) RetrialQueueResult (class in line_solver.api.qsys) reward (NetworkStruct attribute), [1] rho (NpfqnNonexpApproxResult attribute), [1] RL (RoutingStrategy attribute), [1], [2], [3] RLEnvironment (class in line_solver.api.rl) RLTDAgent (class in line_solver.api.rl) RN (AbAmvaResult attribute) ROUTER (NodeType attribute), [1] routing (NetworkStruct attribute), [1], [2], [3] routing_weights (NetworkStruct attribute), [1] RoutingStrategy (class in line_solver.api.sn), [1] (class in line_solver.constants), [1] rt (NetworkStruct attribute), [1], [2], [3] rtnodes (NetworkStruct attribute), [1] rtorig (NetworkStruct attribute), [1]

S

S (ChainParams attribute), [1] (PhDistribution attribute) (ProductFormParams attribute), [1] sample() (RLEnvironment method) sched (NetworkStruct attribute), [1], [2], [3] schedparam (NetworkStruct attribute), [1] SchedStrategy (class in line_solver.api.pfqn) (class in line_solver.api.sn), [1] (class in line_solver.constants), [1] SchedStrategyType (class in line_solver.constants), [1] SchmidtResult (class in line_solver.api.pfqn) scv (NetworkStruct attribute), [1], [2], [3] (PhDistribution property) scva (NpfqnNonexpApproxResult attribute), [1] SCVchain (SnGetDemandsResult attribute), [1], [2], [3] scvs (NpfqnNonexpApproxResult attribute), [1] ServiceStrategy (class in line_solver.constants), [1] set() (MatrixArray method), [1] set_verbose() (GlobalConstants class method), [1] SETF (SchedStrategy attribute), [1], [2], [3] setVerbose() (GlobalConstants class method), [1] SignalType (class in line_solver.constants) signaltype (NetworkStruct attribute), [1] SINK (NodeType attribute), [1] sn (CtmcSsgResult attribute) sn_deaggregate_chain_results() (in module line_solver.api.sn), [1] sn_get_arvr_from_tput() (in module line_solver.api.sn), [1] sn_get_demands_chain() (in module line_solver.api.sn), [1] sn_get_node_arvr_from_tput() (in module line_solver.api.sn), [1] sn_get_node_tput_from_tput() (in module line_solver.api.sn), [1] sn_get_product_form_chain_params() (in module line_solver.api.sn), [1] sn_get_product_form_params() (in module line_solver.api.sn), [1] sn_get_residt_from_respt() (in module line_solver.api.sn), [1] sn_get_state_aggr() (in module line_solver.api.sn), [1] sn_has_class_switching() (in module line_solver.api.sn), [1] sn_has_closed_classes() (in module line_solver.api.sn), [1] sn_has_dps() (in module line_solver.api.sn), [1] sn_has_dps_prio() (in module line_solver.api.sn), [1] sn_has_fcfs() (in module line_solver.api.sn), [1] sn_has_fork_join() (in module line_solver.api.sn), [1] sn_has_fractional_populations() (in module line_solver.api.sn), [1] sn_has_gps() (in module line_solver.api.sn), [1] sn_has_gps_prio() (in module line_solver.api.sn), [1] sn_has_hol() (in module line_solver.api.sn), [1] sn_has_homogeneous_scheduling() (in module line_solver.api.sn), [1] sn_has_inf() (in module line_solver.api.sn), [1] sn_has_joint_dependence() (in module line_solver.api.sn), [1] sn_has_lcfs() (in module line_solver.api.sn), [1] sn_has_lcfs_pi() (in module line_solver.api.sn), [1] sn_has_lcfspr() (in module line_solver.api.sn), [1] sn_has_lept() (in module line_solver.api.sn), [1] sn_has_ljf() (in module line_solver.api.sn), [1] sn_has_load_dependence() (in module line_solver.api.sn), [1] sn_has_lps() (in module line_solver.api.sn), [1] sn_has_mixed_classes() (in module line_solver.api.sn), [1] sn_has_multi_chain() (in module line_solver.api.sn), [1] sn_has_multi_class() (in module line_solver.api.sn), [1] sn_has_multi_class_fcfs() (in module line_solver.api.sn), [1] sn_has_multi_class_heter_exp_fcfs() (in module line_solver.api.sn), [1] sn_has_multi_class_heter_fcfs() (in module line_solver.api.sn), [1] sn_has_multi_server() (in module line_solver.api.sn), [1] sn_has_multiple_closed_classes() (in module line_solver.api.sn), [1] sn_has_open_classes() (in module line_solver.api.sn), [1] sn_has_polling() (in module line_solver.api.sn), [1] sn_has_priorities() (in module line_solver.api.sn), [1]

sn_has_product_form() (in module line_solver.api.sn), [1] sn_has_product_form_except_multi_class_heter_exp_fcfs() (in module line_solver.api.sn), [1] sn_has_product_form_not_het_fcfs() (in module line_solver.api.sn), [1] sn_has_ps() (in module line_solver.api.sn), [1] sn_has_ps_prio() (in module line_solver.api.sn), [1] sn_has_sd_routing() (in module line_solver.api.sn), [1] sn_has_sept() (in module line_solver.api.sn), [1] sn_has_setf() (in module line_solver.api.sn), [1] sn_has_single_chain() (in module line_solver.api.sn), [1] sn_has_single_class() (in module line_solver.api.sn), [1] sn_has_siro() (in module line_solver.api.sn), [1] sn_has_sjf() (in module line_solver.api.sn), [1] sn_is_closed_model() (in module line_solver.api.sn), [1] sn_is_mixed_model() (in module line_solver.api.sn), [1] sn_is_open_model() (in module line_solver.api.sn), [1] sn_is_population_model() (in module line_solver.api.sn), [1] sn_is_state_valid() (in module line_solver.api.sn), [1] sn_nonmarkov_toph() (in module line_solver.api.sn), [1] sn_print() (in module line_solver.api.sn), [1] sn_print_routing_matrix() (in module line_solver.api.sn), [1] sn_refresh_process_fields() (in module line_solver.api.sn), [1] sn_refresh_visits() (in module line_solver.api.sn), [1] sn_rtnodes_to_rtorig() (in module line_solver.api.sn), [1] sn_set_arrival() (in module line_solver.api.sn), [1] sn_set_fork_fanout() (in module line_solver.api.sn), [1] sn_set_population() (in module line_solver.api.sn), [1] sn_set_priority() (in module line_solver.api.sn), [1] sn_set_routing() (in module line_solver.api.sn), [1] sn_set_routing_prob() (in module line_solver.api.sn), [1] sn_set_servers() (in module line_solver.api.sn), [1] sn_set_service() (in module line_solver.api.sn), [1] sn_set_service_batch() (in module line_solver.api.sn), [1] SnDeaggregateResult (class in line_solver.api.sn), [1] SnGetDemandsResult (class in line_solver.api.sn), [1] softmin() (in module line_solver.api.pfqn) sojournTimeMoments (QueueResult attribute) solve() (RLTDAgent method) solver_mam_bmap_map_1() (in module line_solver.api.mam) solver_mam_map_bmap_1() (in module line_solver.api.mam) SolverType (class in line_solver.constants), [1] SOURCE (NodeType attribute), [1] source_idx (RetrialInfo attribute) source_indices (RLEnvironment attribute) space (NetworkStruct attribute), [1] SRPT (SchedStrategy attribute), [1] SRPTPRIO (SchedStrategy attribute), [1] ST (NpfqnNonexpApproxResult attribute), [1] STANDARD (QueueType attribute) state (NetworkStruct attribute), [1], [2], [3] state_size (RLEnvironment attribute) state_space (CtmcSsgResult attribute) state_space_aggr (CtmcSsgResult attribute) state_space_hashed (CtmcSsgResult attribute) statefulToNode (NetworkStruct attribute), [1], [2], [3] statefulToStation (NetworkStruct attribute), [1], [2], [3] stateprior (NetworkStruct attribute), [1] station_idx (RetrialInfo attribute) stationary_dist (RetrialQueueResult attribute), [1] stationToNode (NetworkStruct attribute), [1], [2], [3] stationToStateful (NetworkStruct attribute), [1], [2], [3] STchain (SnGetDemandsResult attribute), [1], [2], [3] sync (NetworkStruct attribute), [1] syncreply (NetworkStruct attribute), [1] SysDropR (MetricType attribute), [1] SysPower (MetricType attribute), [1] SysTard (MetricType attribute), [1]

T

T (SnDeaggregateResult attribute), [1], [2], [3] TakahashiResult (class in line_solver.api.mc) Tard (MetricType attribute), [1] TASK (LayeredNetworkElement attribute), [1] throughput (BMAPMAP1Result attribute) (MAPBMAP1Result attribute) (RetrialQueueResult attribute), [1] TimingStrategy (class in line_solver.constants), [1] toID() (SchedStrategy static method), [1] tol (RdOptions attribute) toText() (NodeType static method), [1] totiter (AbAmvaResult attribute) trace_acf() (in module line_solver.api.trace) trace_bicov() (in module line_solver.api.trace) trace_gamma() (in module line_solver.api.trace)

trace_iat2bins() (in module line_solver.api.trace) trace_iat2counts() (in module line_solver.api.trace) trace_idc() (in module line_solver.api.trace) trace_idi() (in module line_solver.api.trace) trace_joint() (in module line_solver.api.trace) trace_mean() (in module line_solver.api.trace) trace_pmf() (in module line_solver.api.trace) trace_scv() (in module line_solver.api.trace) trace_shuffle() (in module line_solver.api.trace) trace_summary() (in module line_solver.api.trace) trace_var() (in module line_solver.api.trace) TranResult (class in line_solver.constants) TRANSITION (NodeType attribute), [1] truncation_level (RetrialQueueResult attribute), [1] type (LayeredNetworkStruct attribute), [1], [2], [3]

U

U (QBDResult attribute) (SnDeaggregateResult attribute), [1], [2], [3] UN (AbAmvaResult attribute) (SchmidtResult attribute)

update() (RLEnvironment method) utilization (BMAPMAP1Result attribute) (MAPBMAP1Result attribute) (QueueResult attribute) (RetrialQueueResult attribute), [1]

V

V (ChainParams attribute), [1] (ProductFormParams attribute), [1] (RLTDAgent attribute) validate() (NetworkStruct method), [1]

Vchain (SnGetDemandsResult attribute), [1], [2], [3] verbose (LdqbdOptions attribute), [1] VerboseLevel (class in line_solver.constants), [1] visits (NetworkStruct attribute), [1], [2], [3]

W

WAITQ (DropStrategy attribute), [1]

X

X (SnDeaggregateResult attribute), [1], [2], [3]

XN (AbAmvaResult attribute) (SchmidtResult attribute)

Z

Z (ChainParams attribute), [1] (ProductFormParams attribute), [1]