Index

_

__add__() (Bounds method) (Distribution method) (MeasureBounds method) (Monitor method) __all_bestEnergy() (AbstractEnsembleSolver method) __all_bestSolution() (AbstractEnsembleSolver method) __all_evals() (AbstractEnsembleSolver method) __all_iters() (AbstractEnsembleSolver method) __bestEnergy() (AbstractSolver method) __bestSolution() (AbstractSolver method) __bool__() (Null method) __call__() (AbstractFunction method), [1] (Bounds method) (Chebyshev method) (Circle method) (Distribution method) (inf_cache method) (lfu_cache method) (LoggingMonitor method) (lru_cache method) (Monitor method) (mru_cache method) (no_cache method) (Null method) (Or method) (Rbf method) (rr_cache method) (VerboseLoggingMonitor method) (VerboseMonitor method) (When method) __collapse_constraints() (AbstractSolver method) __collapse_termination() (AbstractSolver method) __coords() (dataset method) __copy__() (AbstractSolver method) __data() (dataset method) __deepcopy__() (AbstractSolver method) __delattr__() (Null method) __energy_history() (AbstractSolver method) __enter__() (AbstractWorkerPool method) __eq__() (datapoint method) (point method) __evaluations() (AbstractSolver method) __exit__() (AbstractWorkerPool method) __floordiv__() (Distribution method) __ge__() (datapoint method) (point method) __generations() (AbstractSolver method) (PowellDirectionalSolver method), [1] __get__() (inf_cache method) (lfu_cache method) (lru_cache method) (mru_cache method) (no_cache method) (rr_cache method) __get_collapses() (AbstractSolver method) __get_nodes() (AbstractWorkerPool method) (SerialPool method) __get_nodes__() (in module mystic.pools) __get_solver_instance() (AbstractEnsembleSolver method) __getattr__() (Null method) __getattribute__() (permutations method) __getitem__() (Monitor method) (Null method) __getnewargs__() (Null method) __gt__() (datapoint method) (point method) __has_collision() (dataset method) __has_conflict() (dataset method) __has_duplicate() (dataset method) __has_repeat() (dataset method) __hash__ (datapoint attribute) (point attribute) __hash_id() (datapoint method) __ids() (dataset method) __imap() (AbstractWorkerPool method) __init() (AbstractWorkerPool method) __init_allSolvers() (AbstractEnsembleSolver method) __is_collision() (datapoint method) __is_conflict() (datapoint method) __is_duplicate() (datapoint method) __is_repeat() (datapoint method) __iter__() (permutations method) __le__() (datapoint method) (point method) __len__() (Bounds method) (MeasureBounds method) (Monitor method) (Null method) __lipschitz() (dataset method) __load_state() (AbstractSolver method) __lower() (Bounds method) (MeasureBounds method) __lt__() (datapoint method) (point method) __map() (AbstractWorkerPool method) __mass() (measure method) (product_measure method) __mean() (in module mystic.math.stats) (measure method) (product_measure method) __mul__() (Distribution method) __n() (measure method) (product_measure method) __name__ (dataset attribute) __ne__() (datapoint method) (point method) __new__() (And static method) (dict_archive static method) (dir_archive static method) (file_archive static method) (hdf_archive static method) (hdfdir_archive static method) (lfu_cache static method) (lru_cache static method) (mru_cache static method) (Null static method) (null_archive static method) (Or static method) (permutations method) (rr_cache static method) (sql_archive static method) (sqltable_archive static method) (When static method) __next__() (permutations method) __nodes (AbstractWorkerPool attribute) __none() (Bounds method) __nonzero__() (Null method) __npts() (dataset method) __orig_write_converge_file() (in module mystic.munge) __orig_write_support_file() (in module mystic.munge) __pipe() (AbstractWorkerPool method) __pos() (product_measure method) __position() (datapoint method) __positions() (measure method) (product_measure method) __pts() (product_measure method) __range() (measure method) __raw() (dataset method) __reduce__() (inf_cache method) (lfu_cache method) (LoggingMonitor method) (lru_cache method) (mru_cache method) (no_cache method) (permutations method) (rr_cache method) (VerboseLoggingMonitor method) __repr__() (AbstractPipeConnection method) (AbstractWorkerPool method) (And method) (Bounds method) (CostFactory method) (Counter method) (datapoint method) (dataset method) (Distribution method) (lipschitzcone method) (MeasureBounds method) (Null method) (Or method) (point method) (point_mass method) (When method) __rms() (point method) (point_mass method) __rmul__() (Distribution method) __save_state() (AbstractSolver method) __set_bestEnergy() (AbstractSolver method) __set_bestSolution() (AbstractSolver method) __set_coords() (dataset method) __set_energy_history() (AbstractSolver method) __set_ids() (dataset method) __set_lipschitz() (dataset method) __set_lower() (Bounds method) (MeasureBounds method) __set_mean() (measure method) (product_measure method) __set_nodes() (AbstractWorkerPool method) (SerialPool method) __set_nodes__() (in module mystic.pools) __set_position() (datapoint method) __set_positions() (measure method) (product_measure method) __set_range() (measure method) __set_solution_history() (AbstractSolver method) __set_upper() (Bounds method) (MeasureBounds method) __set_value() (datapoint method) __set_values() (dataset method) (scenario method) __set_variance() (measure method) __set_weights() (measure method) __setattr__() (Null method) __setitem__() (Monitor method) (Null method) __setstate__() (LoggingMonitor method) (permutations method) (VerboseLoggingMonitor method) __sizeof__() (permutations method) __solution_history() (AbstractSolver method) __state__ (SerialPool attribute) __step() (Monitor method)

__test_integrator1() (in module mystic.math.integrate) __test_mean() (in module mystic.math.integrate) __test_probability_mass() (in module mystic.math.stats) __total_evals() (AbstractEnsembleSolver method) __total_iters() (AbstractEnsembleSolver method) __truediv__() (Distribution method) __uniform_integrated_mean() (in module mystic.math.integrate) __uniform_integrated_variance() (in module mystic.math.integrate) __update_allSolvers() (AbstractEnsembleSolver method) __update_bestSolver() (AbstractEnsembleSolver method) __update_state() (AbstractEnsembleSolver method) __upper() (Bounds method) (MeasureBounds method) __val() (product_measure method) __value() (datapoint method) __values() (dataset method) (scenario method) __variance() (in module mystic.math.stats) (measure method) __weights() (measure method) (product_measure method) __wlower() (MeasureBounds method) __wts() (product_measure method) __wupper() (MeasureBounds method) __xlower() (MeasureBounds method) __xupper() (MeasureBounds method) _adivide() (in module mystic.tools) _all_bestEnergy (AbstractEnsembleSolver property) _all_bestSolution (AbstractEnsembleSolver property) _all_evals (AbstractEnsembleSolver property) _all_iters (AbstractEnsembleSolver property) _amultiply() (in module mystic.tools) _array() (in module mystic.math.interpolate) _axes() (in module mystic.math.interpolate) _bootstrap_objective() (AbstractSolver method) _boundbox() (in module mystic.math.interpolate) _boundsconstraints() (AbstractSolver method) _call_norm() (Rbf method) _Callable (in module mystic.tools) _cdivide() (in module mystic.tools) _clipGuessWithinRangeBoundary() (AbstractSolver method) _cmultiply() (in module mystic.tools) _configure() (Searcher method) _decorate_objective() (AbstractSolver method) (DifferentialEvolutionSolver method), [1] (DifferentialEvolutionSolver2 method), [1] (NelderMeadSimplexSolver method), [1] _divide() (in module mystic.tools) _erf() (in module mystic.math.stats) _euclidean_norm() (Rbf method) _exiting (SerialPool attribute) _expectation_given_samples() (in module mystic.math.samples) _expected_moment() (in module mystic.math.measures) _extend_mask() (in module mystic.mask) _fails() (in module mystic.math.legacydata) _flat() (in module mystic.math.measures) _flip() (in module mystic.symbolic) _float_approx_equal() (in module mystic.math.approx) _fprime() (in module mystic.math.interpolate) _gamma() (in module mystic.math.stats) _get_xy() (in module mystic.math.distance) _get_y() (Monitor method) _getaxis() (in module mystic.math.interpolate) _gradient() (in module mystic.math.interpolate) _h_cubic() (Rbf method) _h_gaussian() (Rbf method) _h_inverse_multiquadric() (Rbf method) _h_linear() (Rbf method) _h_multiquadric() (Rbf method) _h_quintic() (Rbf method) _h_thin_plate() (Rbf method) _hessian() (in module mystic.math.interpolate) _id (Null attribute) _idivide() (in module mystic.tools) _ik() (Monitor method) _impose_expected_moment() (in module mystic.math.measures) _imultiply() (in module mystic.tools) _index_selector() (in module mystic.collapse) _init_function() (Rbf method) _init_solver() (AbstractSampler method) (BuckshotSampler method) (LatticeSampler method) (SparsitySampler method) _InitialPoints() (AbstractEnsembleSolver method) (BuckshotSolver method), [1] (LatticeSolver method), [1] (SparsitySolver method), [1] _interpf() (in module mystic.math.interpolate) _interval_intersection() (in module mystic.tools) _interval_invert() (in module mystic.tools) _interval_union() (in module mystic.tools) _inverted() (in module mystic.tools) _is_alive() (SerialPool method) _is_best() (AbstractEnsembleSolver method) _is_new() (AbstractEnsembleSolver method) (AbstractSolver method) _isin() (in module mystic.math.interpolate) _k() (in module mystic.math.measures) (Monitor method) _kdiv() (in module mystic.tools) _lefttail() (in module mystic.math.stats) _lgamma() (in module mystic.math.stats) _list_of_measures() (in module mystic.math.discrete) _load() (in module mystic.monitors) _masked_collapse() (in module mystic.tools) _maximum_given_samples() (in module mystic.math.samples) _measures() (in module mystic.monitors) _memoize() (Searcher method) _mimic() (in module mystic.math.discrete) _minimum_given_samples() (in module mystic.math.samples) _multiply() (in module mystic.tools) _mystic_collapse_plotter module _mystic_log_converter module _mystic_log_reader module _mystic_model_plotter module _nested() (in module mystic.math.measures) _nested_split() (in module mystic.math.measures) _no_mask() (in module mystic.tools) _noisy() (in module mystic.math.interpolate) _nonarray() (in module mystic.math.interpolate) _npts (Null attribute) _npts() (in module mystic.math.distance) _pack() (in module mystic.math.measures) _pair_selector() (in module mystic.collapse) _pof_given_samples() (in module mystic.math.samples) _pos (Monitor property) _position_filter() (in module mystic.collapse) _positions() (in module mystic.monitors) _prep_dist() (in module mystic.cache.archive) _print() (Searcher method) _process_ids() (in module mystic.munge) _process_inputs() (AbstractEnsembleSolver method) (AbstractSolver method) (DifferentialEvolutionSolver method), [1] (DifferentialEvolutionSolver2 method), [1] (NelderMeadSimplexSolver method), [1] (PowellDirectionalSolver method), [1] _ptp_given_samples() (in module mystic.math.samples) _random_samples() (in module mystic.math.samples) _read_func() (in module mystic.cache.archive) _reduce_ids() (in module mystic.munge) _replace_mask() (in module mystic.mask) _reset_sampler() (AbstractSampler method) _reset_solved() (AbstractSampler method) _sample() (AbstractSampler method) _scipy_integrate() (in module mystic.math.integrate) _search() (Searcher method) _serve() (AbstractWorkerPool method) _SetEvaluationLimits() (AbstractSolver method) (NelderMeadSimplexSolver method), [1] (PowellDirectionalSolver method), [1] _setSimplexWithinRangeBoundary() (NelderMeadSimplexSolver method), [1] _simplify() (in module mystic.symbolic) _solutions() (in module mystic.monitors) _Solve() (AbstractEnsembleSolver method) (AbstractSolver method) _solve() (Searcher method) _sort() (in module mystic.math.interpolate) (in module mystic.math.measures) _split_mask() (in module mystic.collapse) _step (Monitor property) _Step() (AbstractEnsembleSolver method) (AbstractSolver method) (DifferentialEvolutionSolver method), [1] (DifferentialEvolutionSolver2 method), [1] (NelderMeadSimplexSolver method), [1] (PowellDirectionalSolver method), [1] _summarize() (Searcher method) _support_convergence module _support_hypercube module _support_hypercube_measures module _support_hypercube_scenario module _swapvals() (in module mystic.math.interpolate) _symmetric() (in module mystic.tools) _to_array() (in module mystic.math.interpolate) _to_function() (in module mystic.math.interpolate) _to_nonarray() (in module mystic.math.interpolate) _to_objective() (in module mystic.math.interpolate) _total_evals (AbstractEnsembleSolver property) _total_iters (AbstractEnsembleSolver property) _type (in module mystic.termination) _uniform_weights() (in module mystic.math.discrete) _unique() (in module mystic.math.interpolate) _unpack() (in module mystic.math.measures) _update_masks() (in module mystic.mask) _update_objective() (AbstractSolver method) _varconf() (in module mystic.math.stats) _variance_given_samples() (in module mystic.math.samples) _weight_filter() (in module mystic.collapse) _weights() (in module mystic.monitors) _write_func() (in module mystic.cache.archive) _wts (Monitor property) _x (Null attribute) _y (Null attribute)

A

A (Rbf property) absolute_distance() (in module mystic.math.distance) AbstractEnsembleSolver (class in mystic.abstract_ensemble_solver) AbstractFunction (class in mystic.models) (class in mystic.models.abstract_model) AbstractMapSolver (class in mystic.abstract_map_solver) AbstractModel (class in mystic.models) (class in mystic.models.abstract_model) AbstractPipeConnection (class in mystic.abstract_launcher) AbstractSampler (class in mystic.abstract_sampler) AbstractSolver (class in mystic.abstract_solver) AbstractWorkerPool (class in mystic.abstract_launcher) absval() (in module mystic.symbolic) Ackley (class in mystic.models.pohlheim) ackley() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.pohlheim)

additive() (in module mystic.coupler) additive_proxy() (in module mystic.coupler) addModel() (CostFactory method) almostEqual() (in module mystic.math) (in module mystic.math.approx) alpha() (in module mystic.math.samples) amap() (AbstractWorkerPool method) And (class in mystic.termination) and_() (in module mystic.constraints) (in module mystic.coupler) apipe() (AbstractWorkerPool method) approx_equal() (in module mystic.math.approx) approx_fprime() (in module mystic.termination) as_constraint() (in module mystic.constraints) as_penalty() (in module mystic.constraints) ax (Monitor property) axes() (in module mystic.math.interpolate) ay (Monitor property)

B

barrier_inequality() (in module mystic.penalty) Best1Bin() (in module mystic.strategy) Best1Exp() (in module mystic.strategy) Best2Bin() (in module mystic.strategy) Best2Exp() (in module mystic.strategy) best_dimensions() (in module mystic.support) bestEnergy (AbstractSolver property) bestSolution (AbstractSolver property) BevingtonDecay (class in mystic.models.br8) Bias() (in module mystic.svc) (in module mystic.svr) binary() (in module mystic.math.compressed) binary2coords() (in module mystic.math.compressed)

bounded() (in module mystic.constraints) bounded_mean() (in module mystic.math.discrete) Bounds (class in mystic.bounds) boundsconstrain() (in module mystic.constraints) Branins (class in mystic.models.pohlheim) branins() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.pohlheim) buckshot() (in module mystic.ensemble) (in module mystic.solvers) BuckshotSampler (class in mystic.samplers) BuckshotSolver (class in mystic.ensemble) (class in mystic.solvers)

C

cached() (in module mystic.cache) CandidateRelativeTolerance() (in module mystic.termination) cdf_factory() (in module mystic.math.stats) center_mass (measure property) (product_measure property) chain() (in module mystic.tools) ChangeOverGeneration() (in module mystic.termination) Chebyshev (class in mystic.models.poly) chebyshev() (in module mystic.math.distance) chebyshev16cost() (in module mystic.models.poly) chebyshev2cost() (in module mystic.models.poly) chebyshev4cost() (in module mystic.models.poly) chebyshev6cost() (in module mystic.models.poly) chebyshevcostfactory() (in module mystic.models.poly) Circle (class in mystic.models.circle) citation() (in module mystic) clear() (AbstractWorkerPool method) (SerialPool method) clipped() (in module mystic.tools) close() (SerialPool method) Collapse() (AbstractEnsembleSolver method) (AbstractSolver method) collapse_as() (in module mystic.collapse) collapse_at() (in module mystic.collapse) collapse_cost() (in module mystic.collapse) collapse_plotter() (in module _mystic_collapse_plotter) (in module mystic) (in module mystic.scripts) collapse_position() (in module mystic.collapse) collapse_weight() (in module mystic.collapse) CollapseAs() (in module mystic.termination) CollapseAt() (in module mystic.termination) CollapseCost() (in module mystic.termination) Collapsed() (AbstractEnsembleSolver method) (AbstractSolver method) collapsed() (in module mystic.collapse) CollapsePosition() (in module mystic.termination) CollapseWeight() (in module mystic.termination) collisions (dataset property)

collisions() (datapoint method) commandfy() (in module mystic.helputil) commandstring() (in module mystic.helputil) comparator() (in module mystic.symbolic) component() (in module mystic.filters) compose() (in module mystic.math.discrete) condense() (in module mystic.symbolic) conflicts (dataset property) conflicts() (datapoint method) connected() (in module mystic.tools) constraints_parser() (in module mystic.symbolic) contains() (lipschitzcone method) converge_to_support() (in module mystic.munge) converge_to_support_converter() (in module mystic.munge) convergence() (in module _support_convergence) (in module mystic.support) Coordinates() (Searcher method) coords (dataset property) Corana (class in mystic.models.storn) corana() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.storn) CosineKernel() (in module mystic.svr) cost() (Chebyshev method) (in module mystic.models.br8) CostFactory (class in mystic.forward_model) CostFactory() (AbstractModel method), [1] (BevingtonDecay method) (Chebyshev method) (Circle method) (Mogi method) CostFactory2() (AbstractModel method), [1] (BevingtonDecay method) (Chebyshev method) (Circle method) (Mogi method) count() (Counter method) Counter (class in mystic.tools) CustomMonitor() (in module mystic.monitors)

D

datapoint (class in mystic.math.legacydata) dataset (class in mystic.math.legacydata) db() (in module mystic.cache.function) decompose() (in module mystic.math.discrete) denominator() (in module mystic.symbolic) derivative() (Rosenbrock method) dict_archive (class in mystic.cache.archive) DifferentialEvolutionSolver (class in mystic.differential_evolution) (class in mystic.solvers) DifferentialEvolutionSolver2 (class in mystic.differential_evolution) (class in mystic.solvers) DifferentPowers (class in mystic.models.pohlheim) differs_by_one() (in module mystic.math.compressed) (product_measure method)

diffev() (in module mystic.differential_evolution) (in module mystic.solvers) diffev2() (in module mystic.differential_evolution) (in module mystic.solvers) dir_archive (class in mystic.cache.archive) disable_signal_handler() (AbstractSolver method) discrete() (in module mystic.constraints) distance() (lipschitzcone method) Distribution (class in mystic.math) divide() (in module mystic.tools) duplicates (dataset property) duplicates() (datapoint method)

E

Easom (class in mystic.models.pohlheim) easom() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.pohlheim) ellipsoid() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.pohlheim) enable_signal_handler() (AbstractSolver method) energy_history (AbstractSolver property) equals() (in module mystic.symbolic) erf() (in module mystic.math.stats) ess_maximum() (in module mystic.math.measures) (measure method) (product_measure method) ess_minimum() (in module mystic.math.measures) (measure method) (product_measure method) ess_ptp() (in module mystic.math.measures) (measure method) (product_measure method)

euclidean() (in module mystic.math.distance) evals() (AbstractSampler method) evaluate() (AbstractModel method), [1] (BevingtonDecay method) (Lorentzian method) (Mogi method) (Polynomial method) EvaluationLimits() (in module mystic.termination) evaluations (AbstractSolver property) expect() (measure method) (product_measure method) expect_var() (measure method) (product_measure method) expectation() (in module mystic.math.measures) expected_std() (in module mystic.math.measures) expected_variance() (in module mystic.math.measures) extend() (Monitor method) extrapolate() (in module mystic.math.interpolate)

F

factor() (in module mystic.tools) fetch() (dataset method) file_archive (class in mystic.cache.archive) fillpts() (in module mystic.math) (in module mystic.math.grid) filter() (dataset method) Finalize() (AbstractSolver method) (PowellDirectionalSolver method), [1] flat() (in module mystic.symbolic) flatten() (in module mystic.math.discrete) (in module mystic.tools) (product_measure method) (scenario method) flatten_array() (in module mystic.tools) flip() (in module mystic.symbolic) fmin() (in module mystic.scipy_optimize) (in module mystic.solvers) fmin_powell() (in module mystic.scipy_optimize) (in module mystic.solvers) forward() (Chebyshev method) (Circle method) ForwardFactory() (AbstractModel method), [1] (BevingtonDecay method) (Chebyshev method) (Circle method) (Lorentzian method) (Mogi method) (Polynomial method) fOsc3D (class in mystic.models.wolfram) fosc3d() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.wolfram)

from_frame() (dict_archive class method) (dir_archive class method) (file_archive class method) (hdf_archive class method) (hdfdir_archive class method) (null_archive class method) (sql_archive class method) (sqltable_archive class method) function() (AbstractFunction method), [1] (Ackley method) (Branins method) (Corana method) (DifferentPowers method) (Easom method) (fOsc3D method) (GoldsteinPrice method) (Griewangk method) (HyperEllipsoid method) (Michalewicz method) (NMinimize51 method) (Paviani method) (Peaks method) (Quartic method) (Rastrigin method) (Rosenbrock method) (Schwefel method) (Shekel method) (Sinc method) (Sphere method) (Step method) (Wavy1 method) (Wavy2 method) (Zimmermann method)

G

gamma() (in module mystic.math.stats) GaussianKernel() (in module mystic.svr) gencircle() (in module mystic.models.circle) gendata() (in module mystic.models.circle) (in module mystic.models.lorentzian) generate_conditions() (in module mystic.symbolic) generate_constraint() (in module mystic.symbolic) generate_filter() (in module mystic.filters) generate_mask() (in module mystic.filters) generate_penalty() (in module mystic.symbolic) generate_solvers() (in module mystic.symbolic) generations (AbstractSolver property) (PowellDirectionalSolver property), [1] get_ax() (Monitor method) get_ay() (Monitor method) get_dist() (in module mystic.cache.archive) get_id() (Monitor method) get_info() (Monitor method) get_ipos() (Monitor method) get_iwts() (Monitor method) get_ix() (Monitor method) get_iy() (Monitor method) get_mask() (in module mystic.mask) get_pos() (Monitor method) get_random_candidates() (in module mystic.strategy)

get_variables() (in module mystic.symbolic) get_wts() (Monitor method) get_x() (Monitor method) get_y() (Monitor method) getch() (in module mystic.tools) getCostFunction() (CostFactory method) getCostFunctionSlow() (CostFactory method) getForwardEvaluator() (CostFactory method) getParameterList() (CostFactory method) getRandomParams() (CostFactory method) getVectorCostFunction() (CostFactory method) goldstein() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.pohlheim) GoldsteinPrice (class in mystic.models.pohlheim) gradient() (in module mystic.math.interpolate) GradientNormTolerance() (in module mystic.termination) graphical_distance() (in module mystic.math.distance) grid() (in module mystic.math.interpolate) gridpts() (in module mystic.math) (in module mystic.math.grid) Griewangk (class in mystic.models.storn) griewangk() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.storn)

H

hamming() (in module mystic.math.distance) has_datapoint() (dataset method) has_id() (dataset method) has_point() (dataset method) has_position() (dataset method) has_unique() (in module mystic.constraints) hdf_archive (class in mystic.cache.archive) hdfdir_archive (class in mystic.cache.archive) hessian() (in module mystic.math.interpolate) (Rosenbrock method)

hessian_diagonal() (in module mystic.math.interpolate) hessian_product() (Rosenbrock method) histogram() (in module mystic.models.lorentzian) hypercube() (in module _support_hypercube) (in module mystic.support) hypercube_measures() (in module _support_hypercube_measures) (in module mystic.support) hypercube_scenario() (in module _support_hypercube_scenario) (in module mystic.support) HyperEllipsoid (class in mystic.models.pohlheim)

I

id (Monitor property) identity() (in module mystic.filters) ids (dataset property) imap() (AbstractWorkerPool method) (SerialPool method) impose_as() (in module mystic.constraints) impose_at() (in module mystic.constraints) impose_bounds() (in module mystic.constraints) impose_collapse() (in module mystic.math.measures) impose_expectation() (in module mystic.math.measures) impose_expected_mean_and_variance() (in module mystic.math.measures) impose_expected_std() (in module mystic.math.measures) impose_expected_variance() (in module mystic.math.measures) impose_feasible() (in module mystic.math.discrete) impose_mad() (in module mystic.math.measures) impose_mean() (in module mystic.math.measures) impose_measure() (in module mystic.constraints) impose_median() (in module mystic.math.measures) impose_moment() (in module mystic.math.measures) impose_position() (in module mystic.constraints) impose_product() (in module mystic.math.measures) impose_reweighted_mean() (in module mystic.math.measures) impose_reweighted_std() (in module mystic.math.measures) impose_reweighted_variance() (in module mystic.math.measures) impose_spread() (in module mystic.math.measures) impose_std() (in module mystic.math.measures) impose_sum() (in module mystic.math.measures) impose_support() (in module mystic.math.measures) impose_tmean() (in module mystic.math.measures) impose_tstd() (in module mystic.math.measures) impose_tvariance() (in module mystic.math.measures) impose_unique() (in module mystic.constraints) impose_unweighted() (in module mystic.math.measures) impose_valid() (in module mystic.math.discrete)

impose_variance() (in module mystic.math.measures) impose_weight() (in module mystic.constraints) impose_weight_norm() (in module mystic.math.measures) increment() (Counter method) index2binary() (in module mystic.math.compressed) indicator_overlap() (in module mystic.tools) inf_cache (class in mystic.cache) infeasibility() (in module mystic.math.distance) info() (LoggingMonitor method) (Monitor method) (Null method) (VerboseLoggingMonitor method) (VerboseMonitor method) inner() (in module mystic.coupler) inner_proxy() (in module mystic.coupler) insert_missing() (in module mystic.tools) integers() (in module mystic.constraints) integrate() (in module mystic.math.integrate) integrated_mean() (in module mystic.math.integrate) integrated_variance() (in module mystic.math.integrate) interpf() (in module mystic.math.interpolate) interpolate() (in module mystic.math.interpolate) intersection() (dataset method) interval_overlap() (in module mystic.tools) is_feasible() (in module mystic.math.distance) is_ndarray() (in module mystic.tools) is_zero_d_ndarray() (in module mystic.tools) isiterable() (in module mystic.tools) isNull() (in module mystic.munge) (in module mystic.tools) issolution() (in module mystic.constraints) iters() (AbstractSampler method) itertype() (in module mystic.tools) ix (Monitor property) iy (Monitor property)

J

join() (SerialPool method)

K

k (Null attribute) KernelMatrix() (in module mystic.svc) (in module mystic.svr)

kurtosis() (in module mystic.math.measures)

L

label (Null attribute) lagrange_equality() (in module mystic.penalty) lagrange_inequality() (in module mystic.penalty) LaplacianKernel() (in module mystic.svr) lattice() (in module mystic.ensemble) (in module mystic.solvers) LatticeSampler (class in mystic.samplers) LatticeSolver (class in mystic.ensemble) (class in mystic.solvers) lfu_cache (class in mystic.cache) lgamma() (in module mystic.math.stats) license() (in module mystic) line_search() (in module mystic.linesearch) linear_equality() (in module mystic.penalty) linear_inequality() (in module mystic.penalty) linear_symbolic() (in module mystic.symbolic) LinearKernel() (in module mystic.svr) lipschitz (dataset property) lipschitz_distance() (in module mystic.math.distance) lipschitz_metric() (in module mystic.math.distance) lipschitzcone (class in mystic.math.legacydata)

list_or_tuple() (in module mystic.tools) list_or_tuple_or_ndarray() (in module mystic.tools) listify() (in module mystic.tools) Lnorm() (in module mystic.math.distance) (in module mystic.termination) load() (dataset method) (product_measure method) (scenario method) load_dataset() (in module mystic.math.legacydata) LoadSolver() (in module mystic.solvers) log_converter() (in module _mystic_log_converter) (in module mystic) (in module mystic.scripts) log_reader() (in module _mystic_log_reader) (in module mystic) (in module mystic.scripts) logfile_reader() (in module mystic.munge) LoggingMonitor (class in mystic.monitors) Lorentzian (class in mystic.models.lorentzian) lower (Bounds property) (MeasureBounds property) lru_cache (class in mystic.cache)

M

mad() (in module mystic.math.measures) manhattan() (in module mystic.math.distance) map() (AbstractWorkerPool method) (SerialPool method) masked() (in module mystic.tools) masked_collapse() (in module mystic.tools) mass (measure property) (product_measure property) maximum() (in module mystic.math.measures) (measure method) (product_measure method) mcdiarmid_bound() (in module mystic.math.stats) mean() (in module mystic.math.measures) (in module mystic.math.stats) mean_value() (scenario method) mean_y_norm_wts_constraintsFactory() (in module mystic.math.discrete) meanconf() (in module mystic.math.stats) measure (class in mystic.math.discrete) measure_indices() (in module mystic.tools) MeasureBounds (class in mystic.bounds) median() (in module mystic.math.measures) merge() (in module mystic.symbolic) metropolis_hastings() (in module mystic.metropolis) michal() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.pohlheim) Michalewicz (class in mystic.models.pohlheim) min() (Monitor method) (Null method) Minima() (Searcher method) minimizers (AbstractFunction attribute), [1] (Ackley attribute) (Branins attribute) (Corana attribute) (DifferentPowers attribute) (Easom attribute) (fOsc3D attribute) (GoldsteinPrice attribute) (Griewangk attribute) (HyperEllipsoid attribute) (Michalewicz attribute) (NMinimize51 attribute) (Paviani attribute) (Peaks attribute) (Quartic attribute) (Rastrigin attribute) (Rosenbrock attribute) (Schwefel attribute) (Shekel attribute) (Sinc attribute) (Sphere attribute) (Step attribute) (Wavy1 attribute) (Wavy2 attribute) (Zimmermann attribute) minimum() (in module mystic.math.measures) (measure method) (product_measure method) minkowski() (in module mystic.math.distance) model_plotter() (in module _mystic_model_plotter) (in module mystic) (in module mystic.scripts) module _mystic_collapse_plotter _mystic_log_converter _mystic_log_reader _mystic_model_plotter _support_convergence _support_hypercube _support_hypercube_measures _support_hypercube_scenario mystic mystic.abstract_ensemble_solver mystic.abstract_launcher mystic.abstract_map_solver mystic.abstract_sampler mystic.abstract_solver mystic.bounds mystic.cache mystic.cache.archive mystic.cache.function mystic.collapse mystic.constraints mystic.coupler mystic.differential_evolution mystic.ensemble mystic.filters mystic.forward_model mystic.helputil mystic.linesearch mystic.mask mystic.math mystic.math.approx mystic.math.compressed mystic.math.discrete mystic.math.distance mystic.math.grid mystic.math.integrate mystic.math.interpolate mystic.math.legacydata mystic.math.measures mystic.math.poly mystic.math.samples mystic.math.stats mystic.metropolis mystic.models mystic.models.abstract_model mystic.models.br8 mystic.models.circle mystic.models.dejong mystic.models.functions mystic.models.lorentzian mystic.models.mogi mystic.models.nag mystic.models.pohlheim mystic.models.poly mystic.models.schittkowski mystic.models.storn mystic.models.venkataraman mystic.models.wavy mystic.models.wolfram mystic.monitors mystic.munge mystic.penalty mystic.pools mystic.python_map mystic.samplers mystic.scemtools mystic.scipy_optimize mystic.scripts mystic.search mystic.solvers mystic.strategy mystic.support mystic.svc mystic.svr mystic.symbolic mystic.termination mystic.tools Mogi (class in mystic.models.mogi) moment() (in module mystic.math.measures) Monitor (class in mystic.monitors)

monotonic() (in module mystic.constraints) monte_carlo_integrate() (in module mystic.math.integrate) mru_cache (class in mystic.cache) multinormal_pdf() (in module mystic.scemtools) multiply() (in module mystic.tools) myinsert() (in module mystic.scemtools) mystic module mystic.abstract_ensemble_solver module mystic.abstract_launcher module mystic.abstract_map_solver module mystic.abstract_sampler module mystic.abstract_solver module mystic.bounds module mystic.cache module mystic.cache.archive module mystic.cache.function module mystic.collapse module mystic.constraints module mystic.coupler module mystic.differential_evolution module mystic.ensemble module mystic.filters module mystic.forward_model module mystic.helputil module mystic.linesearch module mystic.mask module mystic.math module mystic.math.approx module mystic.math.compressed module mystic.math.discrete module mystic.math.distance module mystic.math.grid module mystic.math.integrate module mystic.math.interpolate module mystic.math.legacydata module mystic.math.measures module mystic.math.poly module mystic.math.samples module mystic.math.stats module mystic.metropolis module mystic.models module mystic.models.abstract_model module mystic.models.br8 module mystic.models.circle module mystic.models.dejong module mystic.models.functions module mystic.models.lorentzian module mystic.models.mogi module mystic.models.nag module mystic.models.pohlheim module mystic.models.poly module mystic.models.schittkowski module mystic.models.storn module mystic.models.venkataraman module mystic.models.wavy module mystic.models.wolfram module mystic.monitors module mystic.munge module mystic.penalty module mystic.pools module mystic.python_map module mystic.samplers module mystic.scemtools module mystic.scipy_optimize module mystic.scripts module mystic.search module mystic.solvers module mystic.strategy module mystic.support module mystic.svc module mystic.svr module mystic.symbolic module mystic.termination module mystic.tools module

N

near_integers() (in module mystic.constraints) NelderMeadSimplexSolver (class in mystic.scipy_optimize) (class in mystic.solvers) nmin51() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.wolfram) NMinimize51 (class in mystic.models.wolfram) no_cache (class in mystic.cache) no_mask() (in module mystic.tools) nodes (SerialPool property) norm() (in module mystic.math.measures) norm_wts_constraintsFactory() (in module mystic.math.discrete)

normalize() (in module mystic.math.measures) (measure method) normalized() (in module mystic.constraints) NormalizedChangeOverGeneration() (in module mystic.termination) NormalizedCostTarget() (in module mystic.termination) not_() (in module mystic.constraints) (in module mystic.coupler) npts (dataset property) (measure property) (product_measure property) Null (class in mystic.monitors) null_archive (class in mystic.cache.archive) null_check() (in module mystic.filters)

O

old_to_new_support_converter() (in module mystic.munge) Or (class in mystic.termination) or_() (in module mystic.constraints) (in module mystic.coupler)

outer() (in module mystic.coupler) outer_proxy() (in module mystic.coupler)

P

paginate() (in module mystic.helputil) pairwise() (in module mystic.tools) partial() (in module mystic.tools) Paviani (class in mystic.models.schittkowski) paviani() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.schittkowski) pdf_factory() (in module mystic.math.stats) Peaks (class in mystic.models.nag) peaks() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.nag) penalty_parser() (in module mystic.symbolic) permutations (class in mystic.tools) pipe() (AbstractWorkerPool method) (SerialPool method) pof() (product_measure method) pof_value() (scenario method) point (class in mystic.math.legacydata) point_mass (class in mystic.math.discrete) poly1d() (in module mystic.math) (in module mystic.math.poly) polyeval() (in module mystic.math) (in module mystic.math.poly)

Polynomial (class in mystic.models.poly) PolynomialKernel() (in module mystic.svr) PopulationSpread() (in module mystic.termination) pos (Monitor property) (product_measure property) position (datapoint property) positions (measure property) (product_measure property) PowellDirectionalSolver (class in mystic.scipy_optimize) (class in mystic.solvers) powers() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.pohlheim) precision() (in module mystic.constraints) prepend() (Monitor method) prob_mass() (in module mystic.math.stats) product_measure (class in mystic.math.discrete) ptp() (in module mystic.math.measures) (measure method) (product_measure method) pts (product_measure property) python_map() (in module mystic.python_map)

Q

quadratic_equality() (in module mystic.penalty) quadratic_inequality() (in module mystic.penalty) Quartic (class in mystic.models.dejong)

quartic() (in module mystic.models) (in module mystic.models.dejong) (in module mystic.models.functions)

R

Rand1Bin() (in module mystic.strategy) Rand1Exp() (in module mystic.strategy) Rand2Bin() (in module mystic.strategy) Rand2Exp() (in module mystic.strategy) random_samples() (in module mystic.math.samples) random_seed() (in module mystic.tools) random_state() (in module mystic.tools) randomly_bin() (in module mystic.math.grid) RandToBest1Bin() (in module mystic.strategy) RandToBest1Exp() (in module mystic.strategy) range (measure property) Rastrigin (class in mystic.models.pohlheim) rastrigin() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.pohlheim) raw (dataset property) raw_to_converge() (in module mystic.munge) raw_to_converge_converter() (in module mystic.munge) raw_to_support() (in module mystic.munge) raw_to_support_converter() (in module mystic.munge) Rbf (class in mystic.math.interpolate) read() (in module mystic.cache.archive) (in module mystic.cache.function) read_converge_file() (in module mystic.munge) read_func() (in module mystic.cache.archive) read_history() (in module mystic.munge)

read_import() (in module mystic.munge) read_monitor() (in module mystic.munge) read_old_support_file() (in module mystic.munge) read_raw_file() (in module mystic.munge) read_support_file() (in module mystic.munge) read_trajectories() (in module mystic.munge) reduced() (in module mystic.tools) RegressionFunction() (in module mystic.svr) remix() (in module mystic.scemtools) repeats (dataset property) repeats() (datapoint method) replace_variables() (in module mystic.symbolic) Reset() (Searcher method) restart() (SerialPool method) rms (point property) (point_mass property) rosen() (in module mystic.models) (in module mystic.models.dejong) (in module mystic.models.functions) rosen0der() (in module mystic.models) (in module mystic.models.dejong) (in module mystic.models.functions) rosen1der() (in module mystic.models) (in module mystic.models.functions) Rosenbrock (class in mystic.models.dejong) rounded() (in module mystic.constraints) rr_cache (class in mystic.cache)

S

sample() (AbstractSampler method) (in module mystic.math.samples) sample_until() (AbstractSampler method) sampled_expect() (product_measure method) sampled_maximum() (in module mystic.math.samples) (product_measure method) sampled_mean() (in module mystic.math.samples) sampled_minimum() (in module mystic.math.samples) (product_measure method) sampled_pof() (in module mystic.math.samples) (product_measure method) sampled_prob() (in module mystic.math.samples) sampled_ptp() (in module mystic.math.samples) (product_measure method) sampled_pts() (in module mystic.math.samples) sampled_support() (product_measure method) sampled_variance() (in module mystic.math.samples) (product_measure method) samplepts() (in module mystic.math) (in module mystic.math.grid) Samples() (Searcher method) sampvar() (in module mystic.math.stats) save_dataset() (in module mystic.math.legacydata) SaveSolver() (AbstractSolver method) scem() (in module mystic.scemtools) scenario (class in mystic.math.discrete) Schwefel (class in mystic.models.pohlheim) schwefel() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.pohlheim) Search() (Searcher method) Searcher (class in mystic.search) select() (product_measure method) select_params() (in module mystic.tools) selector() (in module mystic.collapse) sequence() (in module mystic.munge) sequential_deal() (in module mystic.scemtools) serial_launcher() (in module mystic.python_map) SerialPool (class in mystic.pools) set_expect() (measure method) (product_measure method) set_expect_mean_and_var() (measure method) (product_measure method) set_expect_var() (measure method) (product_measure method) set_feasible() (scenario method) set_mean_value() (scenario method) set_valid() (scenario method) SetConstraints() (AbstractSolver method) (DifferentialEvolutionSolver method), [1] (DifferentialEvolutionSolver2 method), [1] SetDistribution() (AbstractEnsembleSolver method) SetEvaluationLimits() (AbstractSolver method) SetEvaluationMonitor() (AbstractSolver method) SetGenerationMonitor() (AbstractSolver method) SetInitialPoints() (AbstractEnsembleSolver method) (AbstractSolver method) SetMapper() (AbstractMapSolver method) SetMultinormalInitialPoints() (AbstractEnsembleSolver method) (AbstractSolver method) SetNestedSolver() (AbstractEnsembleSolver method) SetObjective() (AbstractSolver method) SetPenalty() (AbstractSolver method) SetRandomInitialPoints() (AbstractEnsembleSolver method) (AbstractSolver method) SetReducer() (AbstractSolver method) SetSampledInitialPoints() (AbstractEnsembleSolver method) (AbstractSolver method)

SetSaveFrequency() (AbstractSolver method) SetStrictRanges() (AbstractSolver method) SetTermination() (AbstractSolver method) Shekel (class in mystic.models.dejong) shekel() (in module mystic.models) (in module mystic.models.dejong) (in module mystic.models.functions) short() (dataset method) short_wrt_data() (scenario method) short_wrt_self() (scenario method) SigmoidKernel() (in module mystic.svr) simplify() (in module mystic.symbolic) Sinc (class in mystic.models.venkataraman) skewness() (in module mystic.math.measures) Solution() (AbstractSolver method) solution_history (AbstractSolver property) SolutionImprovement() (in module mystic.termination) Solve() (AbstractSolver method) (DifferentialEvolutionSolver method), [1] (DifferentialEvolutionSolver2 method), [1] solve() (in module mystic.constraints) (in module mystic.symbolic) Solve() (NelderMeadSimplexSolver method), [1] (PowellDirectionalSolver method), [1] solver_bounds() (in module mystic.tools) SolverInterrupt() (in module mystic.termination) sort_ab_with_b() (in module mystic.scemtools) sort_and_deal() (in module mystic.scemtools) sort_axes() (in module mystic.math.interpolate) sort_complex() (in module mystic.scemtools) sort_complex0() (in module mystic.scemtools) sort_complex2() (in module mystic.scemtools) sorting() (in module mystic.constraints) sparsity() (in module mystic.ensemble) (in module mystic.solvers) SparsitySampler (class in mystic.samplers) SparsitySolver (class in mystic.ensemble) (class in mystic.solvers) Sphere (class in mystic.models.dejong) sphere() (in module mystic.models) (in module mystic.models.dejong) (in module mystic.models.functions) split_param() (in module mystic.math.measures) spread() (in module mystic.math.measures) sql_archive (class in mystic.cache.archive) sqltable_archive (class in mystic.cache.archive) standard_moment() (in module mystic.math.measures) state() (in module mystic.termination) std() (in module mystic.math.measures) stderr() (in module mystic.math.stats) Step (class in mystic.models.dejong) Step() (AbstractSolver method) step() (in module mystic.models) (in module mystic.models.dejong) (in module mystic.models.functions) support() (in module mystic.math.measures) (measure method) (product_measure method) support_index() (in module mystic.math.measures) (measure method) (product_measure method) SupportVectors() (in module mystic.svc) (in module mystic.svr) suppress() (in module mystic.tools) suppressed() (in module mystic.tools) swap() (in module mystic.support) symbolic_bounds() (in module mystic.symbolic) synchronized() (in module mystic.tools)

T

terminate() (SerialPool method) Terminated() (AbstractEnsembleSolver method) terminated() (AbstractSampler method) Terminated() (AbstractSolver method) TimeLimits() (in module mystic.termination) tmean() (in module mystic.math.measures)

tolerance() (in module mystic.math) (in module mystic.math.approx) Trajectories() (Searcher method) tstd() (in module mystic.math.measures) tvariance() (in module mystic.math.measures) type() (in module mystic.termination)

U

uimap() (AbstractWorkerPool method) unflatten() (in module mystic.math.discrete) uniform_equality() (in module mystic.penalty) uniform_inequality() (in module mystic.penalty) unique() (in module mystic.constraints) unmasked_collapse() (in module mystic.tools) unpair() (in module mystic.tools) update() (dataset method) (product_measure method) (scenario method)

update_complex() (in module mystic.scemtools) update_mask() (in module mystic.mask) update_position_masks() (in module mystic.mask) update_weight_masks() (in module mystic.mask) UpdateGenealogyRecords() (DifferentialEvolutionSolver method), [1] (DifferentialEvolutionSolver2 method), [1] upper (Bounds property) (MeasureBounds property) UseTrajectories() (Searcher method)

V

valid() (dataset method) valid_wrt_model() (scenario method) value (Counter property) (datapoint property) values (dataset property) (scenario property) Values() (Searcher method) var (measure property) varconf() (in module mystic.math.stats) variance() (in module mystic.math.measures)

vectorize() (in module mystic.constraints) venkat91() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.venkataraman) Verbose() (Searcher method) VerboseLoggingMonitor (class in mystic.monitors) VerboseMonitor (class in mystic.monitors) volume() (in module mystic.math.stats) VTR() (in module mystic.termination) VTRChangeOverGeneration() (in module mystic.termination)

W

Wavy1 (class in mystic.models.wavy) wavy1() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.wavy) Wavy2 (class in mystic.models.wavy) wavy2() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.wavy) weighted_select() (in module mystic.math.measures) weights (measure property) (product_measure property) WeightVector() (in module mystic.svc) When (class in mystic.termination) with_constraint() (in module mystic.constraints) with_mean() (in module mystic.constraints) with_penalty() (in module mystic.constraints) with_spread() (in module mystic.constraints) with_std() (in module mystic.constraints) with_variance() (in module mystic.constraints)

wlower (Bounds property) (MeasureBounds property) worker_pool() (in module mystic.python_map) wrap_bounds() (in module mystic.tools) wrap_cf() (in module mystic.tools) wrap_function() (in module mystic.tools) wrap_nested() (in module mystic.tools) wrap_penalty() (in module mystic.tools) wrap_reducer() (in module mystic.tools) write() (in module mystic.cache.archive) (in module mystic.cache.function) write_converge_file() (in module mystic.munge) write_monitor() (in module mystic.munge) write_raw_file() (in module mystic.munge) write_support_file() (in module mystic.munge) wts (Monitor property) (product_measure property) wupper (Bounds property) (MeasureBounds property)

X

x (Monitor property) (Null attribute) xlower (Bounds property) (MeasureBounds property)

xupper (Bounds property) (MeasureBounds property)

Y

y (Monitor property) (Null attribute)

Z

Zimmermann (class in mystic.models.storn) zimmermann() (in module mystic.models) (in module mystic.models.functions) (in module mystic.models.storn)