Index

A

A_LARGE (in module moptipyapps.binpacking2d.bks) A_MED (in module moptipyapps.binpacking2d.bks) A_SMALL (in module moptipyapps.binpacking2d.bks) anns() (in module moptipyapps.dynamic_control.controllers.ann)

append_almost_squares_strings() (in module moptipyapps.binpacking2d.make_instances) ASQAS (in module moptipyapps.binpacking2d.bks) away_streak_max (moptipyapps.ttp.instance.Instance attribute) away_streak_min (moptipyapps.ttp.instance.Instance attribute)

B

base_setup() (in module moptipyapps.binpacking2d.experiment) (in module moptipyapps.dynamic_control.experiment_raw) (in module moptipyapps.dynamic_control.experiment_surrogate) begin() (moptipyapps.dynamic_control.model_objective.ModelObjective method) BENG_1_8 (in module moptipyapps.binpacking2d.bks) BENG_9_10 (in module moptipyapps.binpacking2d.bks) bin_bounds (moptipyapps.binpacking2d.packing_result.PackingResult attribute) (moptipyapps.binpacking2d.packing_statistics.PackingStatistics attribute) bin_count_and_empty() (in module moptipyapps.binpacking2d.objectives.bin_count_and_empty) bin_count_and_last_empty() (in module moptipyapps.binpacking2d.objectives.bin_count_and_last_empty) bin_count_and_last_skyline() (in module moptipyapps.binpacking2d.objectives.bin_count_and_last_skyline) bin_count_and_last_small() (in module moptipyapps.binpacking2d.objectives.bin_count_and_last_small) bin_count_and_lowest_skyline() (in module moptipyapps.binpacking2d.objectives.bin_count_and_lowest_skyline) bin_count_and_small() (in module moptipyapps.binpacking2d.objectives.bin_count_and_small) BIN_COUNT_NAME (in module moptipyapps.binpacking2d.objectives.bin_count) BIN_HEIGHT (in module moptipyapps.binpacking2d.instance) bin_height (moptipyapps.binpacking2d.instance.Instance attribute) (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute) (moptipyapps.binpacking2d.packing_result.PackingResult attribute) (moptipyapps.binpacking2d.packing_statistics.PackingStatistics attribute)

BIN_WIDTH (in module moptipyapps.binpacking2d.instance) bin_width (moptipyapps.binpacking2d.instance.Instance attribute) (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute) (moptipyapps.binpacking2d.packing_result.PackingResult attribute) (moptipyapps.binpacking2d.packing_statistics.PackingStatistics attribute) BinCount (class in moptipyapps.binpacking2d.objectives.bin_count) BinCountAndEmpty (class in moptipyapps.binpacking2d.objectives.bin_count_and_empty) BinCountAndLastEmpty (class in moptipyapps.binpacking2d.objectives.bin_count_and_last_empty) BinCountAndLastSkyline (class in moptipyapps.binpacking2d.objectives.bin_count_and_last_skyline) BinCountAndLastSmall (class in moptipyapps.binpacking2d.objectives.bin_count_and_last_small) BinCountAndLowestSkyline (class in moptipyapps.binpacking2d.objectives.bin_count_and_lowest_skyline) BinCountAndSmall (class in moptipyapps.binpacking2d.objectives.bin_count_and_small) binpacking_instances_for_tests() (in module moptipyapps.tests.on_binpacking2d) bks() (moptipyapps.qap.instance.Instance method) BRKGA_BPP_2R (in module moptipyapps.binpacking2d.bks) BRKGA_BPP_ANB (in module moptipyapps.binpacking2d.bks) build() (moptipyapps.dynamic_control.controllers.codegen.CodeGenerator method) bye_penalty (moptipyapps.ttp.plan_length.GamePlanLength attribute)

C

CLASS_10_100 (in module moptipyapps.binpacking2d.bks) CLASS_10_20 (in module moptipyapps.binpacking2d.bks) CLASS_10_40 (in module moptipyapps.binpacking2d.bks) CLASS_10_60 (in module moptipyapps.binpacking2d.bks) CLASS_10_80 (in module moptipyapps.binpacking2d.bks) CLASS_1_100 (in module moptipyapps.binpacking2d.bks) CLASS_1_20 (in module moptipyapps.binpacking2d.bks) CLASS_1_40 (in module moptipyapps.binpacking2d.bks) CLASS_1_60 (in module moptipyapps.binpacking2d.bks) CLASS_1_80 (in module moptipyapps.binpacking2d.bks) CLASS_2_100 (in module moptipyapps.binpacking2d.bks) CLASS_2_20 (in module moptipyapps.binpacking2d.bks) CLASS_2_40 (in module moptipyapps.binpacking2d.bks) CLASS_2_60 (in module moptipyapps.binpacking2d.bks) CLASS_2_80 (in module moptipyapps.binpacking2d.bks) CLASS_3_100 (in module moptipyapps.binpacking2d.bks) CLASS_3_20 (in module moptipyapps.binpacking2d.bks) CLASS_3_40 (in module moptipyapps.binpacking2d.bks) CLASS_3_60 (in module moptipyapps.binpacking2d.bks) CLASS_3_80 (in module moptipyapps.binpacking2d.bks) CLASS_4_100 (in module moptipyapps.binpacking2d.bks) CLASS_4_20 (in module moptipyapps.binpacking2d.bks) CLASS_4_40 (in module moptipyapps.binpacking2d.bks) CLASS_4_60 (in module moptipyapps.binpacking2d.bks) CLASS_4_80 (in module moptipyapps.binpacking2d.bks) CLASS_5_100 (in module moptipyapps.binpacking2d.bks) CLASS_5_20 (in module moptipyapps.binpacking2d.bks) CLASS_5_40 (in module moptipyapps.binpacking2d.bks) CLASS_5_60 (in module moptipyapps.binpacking2d.bks) CLASS_5_80 (in module moptipyapps.binpacking2d.bks) CLASS_6_100 (in module moptipyapps.binpacking2d.bks) CLASS_6_20 (in module moptipyapps.binpacking2d.bks) CLASS_6_40 (in module moptipyapps.binpacking2d.bks) CLASS_6_60 (in module moptipyapps.binpacking2d.bks) CLASS_6_80 (in module moptipyapps.binpacking2d.bks) CLASS_7_100 (in module moptipyapps.binpacking2d.bks) CLASS_7_20 (in module moptipyapps.binpacking2d.bks)

CLASS_7_40 (in module moptipyapps.binpacking2d.bks) CLASS_7_60 (in module moptipyapps.binpacking2d.bks) CLASS_7_80 (in module moptipyapps.binpacking2d.bks) CLASS_8_100 (in module moptipyapps.binpacking2d.bks) CLASS_8_20 (in module moptipyapps.binpacking2d.bks) CLASS_8_40 (in module moptipyapps.binpacking2d.bks) CLASS_8_60 (in module moptipyapps.binpacking2d.bks) CLASS_8_80 (in module moptipyapps.binpacking2d.bks) CLASS_9_100 (in module moptipyapps.binpacking2d.bks) CLASS_9_20 (in module moptipyapps.binpacking2d.bks) CLASS_9_40 (in module moptipyapps.binpacking2d.bks) CLASS_9_60 (in module moptipyapps.binpacking2d.bks) CLASS_9_80 (in module moptipyapps.binpacking2d.bks) CLASS_AND_BENG (in module moptipyapps.binpacking2d.bks) cmaes() (in module moptipyapps.binpacking2d.instgen.experiment) (in module moptipyapps.dynamic_control.experiment_raw) cmaes_raw() (in module moptipyapps.dynamic_control.experiment_surrogate) cmaes_surrogate() (in module moptipyapps.dynamic_control.experiment_surrogate) CodeGenerator (class in moptipyapps.dynamic_control.controllers.codegen) collector() (moptipyapps.dynamic_control.results_log.ResultsLog method) (moptipyapps.dynamic_control.results_plot.ResultsPlot method) control_dims (moptipyapps.dynamic_control.controller.Controller attribute) (moptipyapps.dynamic_control.system.System attribute) Controller (class in moptipyapps.dynamic_control.controller) controller (moptipyapps.dynamic_control.instance.Instance attribute) controller() (moptipyapps.dynamic_control.controller.Controller method) copy() (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace method) (moptipyapps.binpacking2d.packing_space.PackingSpace method) count_errors() (in module moptipyapps.ttp.errors) create() (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace method) (moptipyapps.binpacking2d.packing_space.PackingSpace method) (moptipyapps.ttp.game_plan_space.GamePlanSpace method) CsvReader (class in moptipyapps.binpacking2d.packing_result) (class in moptipyapps.binpacking2d.packing_statistics) CsvWriter (class in moptipyapps.binpacking2d.packing_result) (class in moptipyapps.binpacking2d.packing_statistics) cubic() (in module moptipyapps.dynamic_control.controllers.cubic)

D

decode() (moptipyapps.binpacking2d.encodings.ibl_encoding_1.ImprovedBottomLeftEncoding1 method) (moptipyapps.binpacking2d.encodings.ibl_encoding_2.ImprovedBottomLeftEncoding2 method) (moptipyapps.binpacking2d.instgen.inst_decoding.InstanceDecoder method) DEFAULT_EXECUTORS (in module moptipyapps.binpacking2d.instgen.hardness) DEFAULT_OBJECTIVES (in module moptipyapps.binpacking2d.packing_result) default_packing_item_str() (in module moptipyapps.binpacking2d.plot_packing)

describe_parameterization() (moptipyapps.dynamic_control.instance.Instance method) describe_system() (moptipyapps.dynamic_control.system.System method) describe_system_without_control() (moptipyapps.dynamic_control.system.System method) diff_from_ode() (in module moptipyapps.dynamic_control.ode) distances (moptipyapps.qap.instance.Instance attribute) do_log_h (moptipyapps.tsp.fea1p1_revn.TSPFEA1p1revn attribute) download_2dpacklib_instances() (in module moptipyapps.binpacking2d.make_instances)

E

EALGFI (in module moptipyapps.binpacking2d.bks) Element (class in moptipyapps.binpacking2d.bks) encoding (moptipyapps.binpacking2d.instgen.problem.Problem attribute) end() (moptipyapps.dynamic_control.model_objective.ModelObjective method) END_COLOR (in module moptipyapps.dynamic_control.results_plot) END_MARKER (in module moptipyapps.dynamic_control.results_plot) end_result (moptipyapps.binpacking2d.packing_result.PackingResult attribute) end_statistics (moptipyapps.binpacking2d.packing_statistics.PackingStatistics attribute) endline() (moptipyapps.dynamic_control.controllers.codegen.CodeGenerator method) equations() (moptipyapps.dynamic_control.system.System method) Errors (class in moptipyapps.binpacking2d.instgen.errors) (class in moptipyapps.ttp.errors) errors (moptipyapps.binpacking2d.instgen.errors_and_hardness.ErrorsAndHardness attribute) ErrorsAndHardness (class in moptipyapps.binpacking2d.instgen.errors_and_hardness) evaluate() (moptipyapps.binpacking2d.instgen.errors.Errors method) (moptipyapps.binpacking2d.instgen.errors_and_hardness.ErrorsAndHardness method) (moptipyapps.binpacking2d.instgen.hardness.Hardness method) (moptipyapps.binpacking2d.objectives.bin_count.BinCount method) (moptipyapps.binpacking2d.objectives.bin_count_and_empty.BinCountAndEmpty method) (moptipyapps.binpacking2d.objectives.bin_count_and_last_empty.BinCountAndLastEmpty method) (moptipyapps.binpacking2d.objectives.bin_count_and_last_skyline.BinCountAndLastSkyline method) (moptipyapps.binpacking2d.objectives.bin_count_and_last_small.BinCountAndLastSmall method) (moptipyapps.binpacking2d.objectives.bin_count_and_lowest_skyline.BinCountAndLowestSkyline method) (moptipyapps.binpacking2d.objectives.bin_count_and_small.BinCountAndSmall method) (moptipyapps.dynamic_control.model_objective.ModelObjective method) (moptipyapps.dynamic_control.objective.FigureOfMerit method) (moptipyapps.qap.objective.QAPObjective method) (moptipyapps.tsp.tour_length.TourLength method) (moptipyapps.ttp.errors.Errors method) (moptipyapps.ttp.plan_length.GamePlanLength method)

executors (moptipyapps.binpacking2d.instgen.hardness.Hardness attribute)

F

fancy_logs (moptipyapps.dynamic_control.surrogate_optimizer.SurrogateOptimizer attribute) fea() (in module moptipyapps.binpacking2d.experiment) fes_for_training (moptipyapps.dynamic_control.surrogate_optimizer.SurrogateOptimizer attribute) fes_for_warmup (moptipyapps.dynamic_control.surrogate_optimizer.SurrogateOptimizer attribute) fes_per_model_run (moptipyapps.dynamic_control.surrogate_optimizer.SurrogateOptimizer attribute) FigureOfMerit (class in moptipyapps.dynamic_control.objective) FigureOfMeritLE (class in moptipyapps.dynamic_control.objective) flow_power (moptipyapps.order1d.instance.Instance attribute) flows (moptipyapps.qap.instance.Instance attribute) from_2dpacklib() (moptipyapps.binpacking2d.instance.Instance static method) from_compact_str() (moptipyapps.binpacking2d.instance.Instance static method) from_csv() (in module moptipyapps.binpacking2d.packing_result) (in module moptipyapps.binpacking2d.packing_statistics) from_file() (moptipyapps.tsp.instance.Instance static method) (moptipyapps.ttp.instance.Instance static method)

from_log() (moptipyapps.binpacking2d.packing.Packing static method) from_logs() (in module moptipyapps.binpacking2d.packing_result) from_packing_and_end_result() (in module moptipyapps.binpacking2d.packing_result) from_packing_results() (in module moptipyapps.binpacking2d.packing_statistics) from_qaplib_stream() (moptipyapps.qap.instance.Instance static method) from_resource() (moptipyapps.binpacking2d.instance.Instance static method) (moptipyapps.qap.instance.Instance static method) (moptipyapps.tsp.instance.Instance static method) (moptipyapps.ttp.instance.Instance static method) from_sequence_and_distance() (moptipyapps.order1d.instance.Instance static method) from_single_log() (in module moptipyapps.binpacking2d.packing_result) from_str() (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace method) (moptipyapps.binpacking2d.packing_space.PackingSpace method) (moptipyapps.order1d.space.OrderingSpace method) (moptipyapps.ttp.game_plan_space.GamePlanSpace method)

G

game_plan_dtype (moptipyapps.ttp.instance.Instance attribute) game_plan_length() (in module moptipyapps.ttp.plan_length) GameEncoding (class in moptipyapps.ttp.game_encoding) GamePlan (class in moptipyapps.ttp.game_plan) GamePlanLength (class in moptipyapps.ttp.plan_length) GamePlanSpace (class in moptipyapps.ttp.game_plan_space) gamma (moptipyapps.dynamic_control.system.System attribute) get_bibtex() (moptipyapps.binpacking2d.bks.Element method) get_column_titles() (moptipyapps.binpacking2d.packing_result.CsvWriter method) (moptipyapps.binpacking2d.packing_statistics.CsvWriter method) get_differentials() (moptipyapps.dynamic_control.objective.FigureOfMerit method) get_footer_bottom_comments() (moptipyapps.binpacking2d.packing_result.CsvWriter method) (moptipyapps.binpacking2d.packing_statistics.CsvWriter method)

get_footer_comments() (moptipyapps.binpacking2d.packing_result.CsvWriter method) (moptipyapps.binpacking2d.packing_statistics.CsvWriter method) get_header_comments() (moptipyapps.binpacking2d.packing_result.CsvWriter method) (moptipyapps.binpacking2d.packing_statistics.CsvWriter method) get_optimal_plan_length_bounds() (moptipyapps.ttp.instance.Instance method) get_related_work() (in module moptipyapps.binpacking2d.bks) get_row() (moptipyapps.binpacking2d.packing_result.CsvWriter method) (moptipyapps.binpacking2d.packing_statistics.CsvWriter method) get_standard_item_sequence() (moptipyapps.binpacking2d.instance.Instance method) get_x_dim() (moptipyapps.binpacking2d.instgen.inst_decoding.InstanceDecoder method) GRASP_VND (in module moptipyapps.binpacking2d.bks) GROUPS_TO_INSTANCES (in module moptipyapps.binpacking2d.bks)

H

Hardness (class in moptipyapps.binpacking2d.instgen.hardness) hardness (moptipyapps.binpacking2d.instgen.errors_and_hardness.ErrorsAndHardness attribute) HHANO_R (in module moptipyapps.binpacking2d.bks)

HHANO_SR (in module moptipyapps.binpacking2d.bks) home_streak_max (moptipyapps.ttp.instance.Instance attribute) home_streak_min (moptipyapps.ttp.instance.Instance attribute) horizon (moptipyapps.order1d.instance.Instance attribute)

I

IDX_BIN (in module moptipyapps.binpacking2d.packing) IDX_BOTTOM_Y (in module moptipyapps.binpacking2d.packing) IDX_HEIGHT (in module moptipyapps.binpacking2d.instance) IDX_ID (in module moptipyapps.binpacking2d.packing) IDX_LEFT_X (in module moptipyapps.binpacking2d.packing) IDX_REPETITION (in module moptipyapps.binpacking2d.instance) IDX_RIGHT_X (in module moptipyapps.binpacking2d.packing) IDX_TOP_Y (in module moptipyapps.binpacking2d.packing) IDX_WIDTH (in module moptipyapps.binpacking2d.instance) ImprovedBottomLeftEncoding1 (class in moptipyapps.binpacking2d.encodings.ibl_encoding_1) ImprovedBottomLeftEncoding2 (class in moptipyapps.binpacking2d.encodings.ibl_encoding_2) indent() (moptipyapps.dynamic_control.controllers.codegen.CodeGenerator method) initialize() (moptipyapps.dynamic_control.objective.FigureOfMerit method) (moptipyapps.dynamic_control.surrogate_optimizer.SurrogateOptimizer method) INNER_MAX_FES (in module moptipyapps.binpacking2d.instgen.experiment) INNER_RUNS (in module moptipyapps.binpacking2d.instgen.experiment) INST_GROUP_SORT_KEY() (in module moptipyapps.binpacking2d.bks) inst_name (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute) Instance (class in moptipyapps.binpacking2d.instance) (class in moptipyapps.dynamic_control.instance) (class in moptipyapps.order1d.instance) (class in moptipyapps.qap.instance) (class in moptipyapps.tsp.instance) (class in moptipyapps.ttp.instance) instance (moptipyapps.binpacking2d.packing.Packing attribute) (moptipyapps.binpacking2d.packing_space.PackingSpace attribute) (moptipyapps.dynamic_control.objective.FigureOfMerit attribute) (moptipyapps.order1d.space.OrderingSpace attribute) (moptipyapps.qap.objective.QAPObjective attribute) (moptipyapps.tsp.fea1p1_revn.TSPFEA1p1revn attribute) (moptipyapps.tsp.tour_length.TourLength attribute) (moptipyapps.ttp.errors.Errors attribute) (moptipyapps.ttp.game_encoding.GameEncoding attribute) (moptipyapps.ttp.game_plan.GamePlan attribute) (moptipyapps.ttp.game_plan_space.GamePlanSpace attribute) (moptipyapps.ttp.plan_length.GamePlanLength attribute)

InstanceDecoder (class in moptipyapps.binpacking2d.instgen.inst_decoding) INSTANCES_RESOURCE (in module moptipyapps.binpacking2d.instance) INSTANCES_TO_GROUPS (in module moptipyapps.binpacking2d.bks) InstanceSpace (class in moptipyapps.binpacking2d.instgen.instance_space) interesting_point_objective() (in module moptipyapps.dynamic_control.starting_points) interesting_point_transform() (in module moptipyapps.dynamic_control.starting_points) INTERNAL_SEP (in module moptipyapps.binpacking2d.instance) is_always_integer() (moptipyapps.binpacking2d.instgen.errors.Errors method) (moptipyapps.binpacking2d.instgen.errors_and_hardness.ErrorsAndHardness method) (moptipyapps.binpacking2d.instgen.hardness.Hardness method) (moptipyapps.binpacking2d.objectives.bin_count.BinCount method) (moptipyapps.ttp.errors.Errors method) (moptipyapps.ttp.plan_length.GamePlanLength method) is_equal() (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace method) (moptipyapps.binpacking2d.packing_space.PackingSpace method) (moptipyapps.ttp.game_plan_space.GamePlanSpace method) is_symmetric (moptipyapps.tsp.instance.Instance attribute) item_height_max (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute) item_height_min (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute) item_width_max (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute) item_width_min (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute)

J

j_from_ode() (in module moptipyapps.dynamic_control.ode)

join_instances_to_compact() (in module moptipyapps.binpacking2d.make_instances)

K

KEY_BIN_HEIGHT (in module moptipyapps.binpacking2d.packing_result) KEY_BIN_WIDTH (in module moptipyapps.binpacking2d.packing_result)

KEY_N_DIFFERENT_ITEMS (in module moptipyapps.binpacking2d.packing_result) KEY_N_ITEMS (in module moptipyapps.binpacking2d.packing_result)

L

linear() (in module moptipyapps.dynamic_control.controllers.linear) list_resource_tours() (in module moptipyapps.tsp.known_optima) list_resources() (moptipyapps.binpacking2d.instance.Instance static method) (moptipyapps.qap.instance.Instance static method) (moptipyapps.tsp.instance.Instance static method) (moptipyapps.ttp.instance.Instance static method) list_resources_groups() (moptipyapps.binpacking2d.instance.Instance static method) log_parameters_to() (moptipyapps.binpacking2d.encodings.ibl_encoding_1.ImprovedBottomLeftEncoding1 method) (moptipyapps.binpacking2d.encodings.ibl_encoding_2.ImprovedBottomLeftEncoding2 method) (moptipyapps.binpacking2d.instance.Instance method) (moptipyapps.binpacking2d.instgen.errors.Errors method) (moptipyapps.binpacking2d.instgen.errors_and_hardness.ErrorsAndHardness method) (moptipyapps.binpacking2d.instgen.hardness.Hardness method) (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace method) (moptipyapps.binpacking2d.packing_space.PackingSpace method) (moptipyapps.dynamic_control.controller.Controller method) (moptipyapps.dynamic_control.instance.Instance method) (moptipyapps.dynamic_control.model_objective.ModelObjective method) (moptipyapps.dynamic_control.objective.FigureOfMerit method) (moptipyapps.dynamic_control.surrogate_optimizer.SurrogateOptimizer method) (moptipyapps.dynamic_control.system.System method) (moptipyapps.dynamic_control.system_model.SystemModel method) (moptipyapps.order1d.instance.Instance method) (moptipyapps.qap.instance.Instance method) (moptipyapps.qap.objective.QAPObjective method) (moptipyapps.tsp.ea1p1_revn.TSPEA1p1revn method) (moptipyapps.tsp.fea1p1_revn.TSPFEA1p1revn method) (moptipyapps.tsp.instance.Instance method) (moptipyapps.tsp.tour_length.TourLength method) (moptipyapps.ttp.game_plan_space.GamePlanSpace method) (moptipyapps.ttp.instance.Instance method) (moptipyapps.ttp.plan_length.GamePlanLength method)

LORENZ_111 (in module moptipyapps.dynamic_control.systems.lorenz) LORENZ_4 (in module moptipyapps.dynamic_control.systems.lorenz) lower_bound (moptipyapps.qap.instance.Instance attribute) lower_bound() (moptipyapps.binpacking2d.instgen.errors.Errors method) (moptipyapps.binpacking2d.instgen.errors_and_hardness.ErrorsAndHardness method) (moptipyapps.binpacking2d.instgen.hardness.Hardness method) (moptipyapps.binpacking2d.objectives.bin_count.BinCount method) (moptipyapps.binpacking2d.objectives.bin_count_and_last_empty.BinCountAndLastEmpty method) (moptipyapps.binpacking2d.objectives.bin_count_and_last_small.BinCountAndLastSmall method) (moptipyapps.dynamic_control.model_objective.ModelObjective method) (moptipyapps.dynamic_control.objective.FigureOfMerit method) (moptipyapps.qap.objective.QAPObjective method) (moptipyapps.tsp.tour_length.TourLength method) (moptipyapps.ttp.errors.Errors method) (moptipyapps.ttp.plan_length.GamePlanLength method) lower_bound_bins (moptipyapps.binpacking2d.instance.Instance attribute) LOWER_BOUNDS_BIN_COUNT (in module moptipyapps.binpacking2d.packing_result)

M

make_2dpacklib_resource() (in module moptipyapps.binpacking2d.make_instances) make_3_couple_oscillators() (in module moptipyapps.dynamic_control.systems.three_coupled_oscillators) make_ann() (in module moptipyapps.dynamic_control.controllers.ann) make_comparison_table() (in module moptipyapps.binpacking2d.bks) make_comparison_table_data() (in module moptipyapps.binpacking2d.bks) make_instances() (in module moptipyapps.dynamic_control.experiment_raw) (in module moptipyapps.dynamic_control.experiment_surrogate) make_interesting_starting_points() (in module moptipyapps.dynamic_control.starting_points) make_lorenz() (in module moptipyapps.dynamic_control.systems.lorenz) make_packing_invalid() (in module moptipyapps.tests.on_binpacking2d) make_packing_valid() (in module moptipyapps.tests.on_binpacking2d) make_stuart_landau() (in module moptipyapps.dynamic_control.systems.stuart_landau) make_tour_invalid() (in module moptipyapps.tests.on_tsp) make_tour_valid() (in module moptipyapps.tests.on_tsp) map_games() (in module moptipyapps.ttp.game_encoding) MAX_FES (in module moptipyapps.binpacking2d.experiment) (in module moptipyapps.binpacking2d.instgen.experiment) (in module moptipyapps.dynamic_control.experiment_surrogate) max_fes (moptipyapps.binpacking2d.instgen.hardness.Hardness attribute) min_anns() (in module moptipyapps.dynamic_control.controllers.min_ann) min_bins (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute) model (moptipyapps.dynamic_control.system_model.SystemModel attribute) ModelObjective (class in moptipyapps.dynamic_control.model_objective) module moptipyapps moptipyapps.binpacking2d moptipyapps.binpacking2d.bks moptipyapps.binpacking2d.encodings moptipyapps.binpacking2d.encodings.ibl_encoding_1 moptipyapps.binpacking2d.encodings.ibl_encoding_2 moptipyapps.binpacking2d.experiment moptipyapps.binpacking2d.instance moptipyapps.binpacking2d.instgen moptipyapps.binpacking2d.instgen.errors moptipyapps.binpacking2d.instgen.errors_and_hardness moptipyapps.binpacking2d.instgen.experiment moptipyapps.binpacking2d.instgen.hardness moptipyapps.binpacking2d.instgen.inst_decoding moptipyapps.binpacking2d.instgen.instance_space moptipyapps.binpacking2d.instgen.problem moptipyapps.binpacking2d.make_instances moptipyapps.binpacking2d.objectives moptipyapps.binpacking2d.objectives.bin_count moptipyapps.binpacking2d.objectives.bin_count_and_empty moptipyapps.binpacking2d.objectives.bin_count_and_last_empty moptipyapps.binpacking2d.objectives.bin_count_and_last_skyline moptipyapps.binpacking2d.objectives.bin_count_and_last_small moptipyapps.binpacking2d.objectives.bin_count_and_lowest_skyline moptipyapps.binpacking2d.objectives.bin_count_and_small moptipyapps.binpacking2d.packing moptipyapps.binpacking2d.packing_result moptipyapps.binpacking2d.packing_space moptipyapps.binpacking2d.packing_statistics moptipyapps.binpacking2d.plot_packing moptipyapps.dynamic_control moptipyapps.dynamic_control.controller moptipyapps.dynamic_control.controllers moptipyapps.dynamic_control.controllers.ann moptipyapps.dynamic_control.controllers.codegen moptipyapps.dynamic_control.controllers.cubic moptipyapps.dynamic_control.controllers.linear moptipyapps.dynamic_control.controllers.min_ann moptipyapps.dynamic_control.controllers.partially_linear moptipyapps.dynamic_control.controllers.peaks moptipyapps.dynamic_control.controllers.predefined moptipyapps.dynamic_control.controllers.quadratic moptipyapps.dynamic_control.experiment_raw moptipyapps.dynamic_control.experiment_surrogate moptipyapps.dynamic_control.instance moptipyapps.dynamic_control.model_objective moptipyapps.dynamic_control.objective moptipyapps.dynamic_control.ode moptipyapps.dynamic_control.results_log moptipyapps.dynamic_control.results_plot moptipyapps.dynamic_control.starting_points moptipyapps.dynamic_control.surrogate_optimizer moptipyapps.dynamic_control.system moptipyapps.dynamic_control.system_model moptipyapps.dynamic_control.systems moptipyapps.dynamic_control.systems.lorenz moptipyapps.dynamic_control.systems.stuart_landau moptipyapps.dynamic_control.systems.three_coupled_oscillators moptipyapps.order1d moptipyapps.order1d.distances moptipyapps.order1d.instance moptipyapps.order1d.space moptipyapps.qap moptipyapps.qap.instance moptipyapps.qap.objective moptipyapps.qap.qaplib moptipyapps.shared moptipyapps.tests moptipyapps.tests.on_binpacking2d moptipyapps.tests.on_tsp moptipyapps.tsp moptipyapps.tsp.ea1p1_revn moptipyapps.tsp.fea1p1_revn moptipyapps.tsp.instance moptipyapps.tsp.known_optima moptipyapps.tsp.tour_length moptipyapps.tsp.tsplib moptipyapps.ttp moptipyapps.ttp.errors moptipyapps.ttp.game_encoding moptipyapps.ttp.game_plan moptipyapps.ttp.game_plan_space moptipyapps.ttp.instance moptipyapps.ttp.plan_length moptipyapps.ttp.robinx moptipyapps.version moptipyapps module moptipyapps.binpacking2d module moptipyapps.binpacking2d.bks module moptipyapps.binpacking2d.encodings module moptipyapps.binpacking2d.encodings.ibl_encoding_1 module moptipyapps.binpacking2d.encodings.ibl_encoding_2 module moptipyapps.binpacking2d.experiment module moptipyapps.binpacking2d.instance module moptipyapps.binpacking2d.instgen module moptipyapps.binpacking2d.instgen.errors module moptipyapps.binpacking2d.instgen.errors_and_hardness module moptipyapps.binpacking2d.instgen.experiment module moptipyapps.binpacking2d.instgen.hardness module moptipyapps.binpacking2d.instgen.inst_decoding module moptipyapps.binpacking2d.instgen.instance_space module moptipyapps.binpacking2d.instgen.problem module moptipyapps.binpacking2d.make_instances module

moptipyapps.binpacking2d.objectives module moptipyapps.binpacking2d.objectives.bin_count module moptipyapps.binpacking2d.objectives.bin_count_and_empty module moptipyapps.binpacking2d.objectives.bin_count_and_last_empty module moptipyapps.binpacking2d.objectives.bin_count_and_last_skyline module moptipyapps.binpacking2d.objectives.bin_count_and_last_small module moptipyapps.binpacking2d.objectives.bin_count_and_lowest_skyline module moptipyapps.binpacking2d.objectives.bin_count_and_small module moptipyapps.binpacking2d.packing module moptipyapps.binpacking2d.packing_result module moptipyapps.binpacking2d.packing_space module moptipyapps.binpacking2d.packing_statistics module moptipyapps.binpacking2d.plot_packing module moptipyapps.dynamic_control module moptipyapps.dynamic_control.controller module moptipyapps.dynamic_control.controllers module moptipyapps.dynamic_control.controllers.ann module moptipyapps.dynamic_control.controllers.codegen module moptipyapps.dynamic_control.controllers.cubic module moptipyapps.dynamic_control.controllers.linear module moptipyapps.dynamic_control.controllers.min_ann module moptipyapps.dynamic_control.controllers.partially_linear module moptipyapps.dynamic_control.controllers.peaks module moptipyapps.dynamic_control.controllers.predefined module moptipyapps.dynamic_control.controllers.quadratic module moptipyapps.dynamic_control.experiment_raw module moptipyapps.dynamic_control.experiment_surrogate module moptipyapps.dynamic_control.instance module moptipyapps.dynamic_control.model_objective module moptipyapps.dynamic_control.objective module moptipyapps.dynamic_control.ode module moptipyapps.dynamic_control.results_log module moptipyapps.dynamic_control.results_plot module moptipyapps.dynamic_control.starting_points module moptipyapps.dynamic_control.surrogate_optimizer module moptipyapps.dynamic_control.system module moptipyapps.dynamic_control.system_model module moptipyapps.dynamic_control.systems module moptipyapps.dynamic_control.systems.lorenz module moptipyapps.dynamic_control.systems.stuart_landau module moptipyapps.dynamic_control.systems.three_coupled_oscillators module moptipyapps.order1d module moptipyapps.order1d.distances module moptipyapps.order1d.instance module moptipyapps.order1d.space module moptipyapps.qap module moptipyapps.qap.instance module moptipyapps.qap.objective module moptipyapps.qap.qaplib module moptipyapps.shared module moptipyapps.tests module moptipyapps.tests.on_binpacking2d module moptipyapps.tests.on_tsp module moptipyapps.tsp module moptipyapps.tsp.ea1p1_revn module moptipyapps.tsp.fea1p1_revn module moptipyapps.tsp.instance module moptipyapps.tsp.known_optima module moptipyapps.tsp.tour_length module moptipyapps.tsp.tsplib module moptipyapps.ttp module moptipyapps.ttp.errors module moptipyapps.ttp.game_encoding module moptipyapps.ttp.game_plan module moptipyapps.ttp.game_plan_space module moptipyapps.ttp.instance module moptipyapps.ttp.plan_length module moptipyapps.ttp.robinx module moptipyapps.version module moptipyapps_argparser() (in module moptipyapps.shared) motipyapps_footer_bottom_comments() (in module moptipyapps.shared) ms_for_training (moptipyapps.dynamic_control.surrogate_optimizer.SurrogateOptimizer attribute) ms_per_model_run (moptipyapps.dynamic_control.surrogate_optimizer.SurrogateOptimizer attribute) multi_run_ode() (in module moptipyapps.dynamic_control.ode) MXGA (in module moptipyapps.binpacking2d.bks)

N

n (moptipyapps.qap.instance.Instance attribute) n_bins (moptipyapps.binpacking2d.packing.Packing attribute) n_cities (moptipyapps.tsp.instance.Instance attribute) N_DIFFERENT_ITEMS (in module moptipyapps.binpacking2d.instance) n_different_items (moptipyapps.binpacking2d.instance.Instance attribute) (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute) (moptipyapps.binpacking2d.packing_result.PackingResult attribute) (moptipyapps.binpacking2d.packing_statistics.PackingStatistics attribute) N_ITEMS (in module moptipyapps.binpacking2d.instance) n_items (moptipyapps.binpacking2d.instance.Instance attribute) (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute) (moptipyapps.binpacking2d.packing_result.PackingResult attribute) (moptipyapps.binpacking2d.packing_statistics.PackingStatistics attribute)

n_points() (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace method) (moptipyapps.binpacking2d.packing_space.PackingSpace method) (moptipyapps.ttp.game_plan_space.GamePlanSpace method) n_runs (moptipyapps.binpacking2d.instgen.hardness.Hardness attribute) name (moptipyapps.binpacking2d.bks.Element attribute) (moptipyapps.binpacking2d.instance.Instance attribute) (moptipyapps.dynamic_control.controller.Controller attribute) (moptipyapps.dynamic_control.instance.Instance attribute) (moptipyapps.dynamic_control.system.System attribute) (moptipyapps.qap.instance.Instance attribute) (moptipyapps.tsp.instance.Instance attribute) name_suffix (moptipyapps.binpacking2d.bks.Element attribute) ncities_from_tsplib_name() (in module moptipyapps.tsp.instance) NO_REF (in module moptipyapps.binpacking2d.bks)

O

objective_bounds (moptipyapps.binpacking2d.packing_result.PackingResult attribute) (moptipyapps.binpacking2d.packing_statistics.PackingStatistics attribute) objectives (moptipyapps.binpacking2d.packing_result.PackingResult attribute) (moptipyapps.binpacking2d.packing_statistics.PackingStatistics attribute) on_completion() (in module moptipyapps.dynamic_control.experiment_raw) (in module moptipyapps.dynamic_control.experiment_surrogate)

open_resource_stream() (in module moptipyapps.qap.qaplib) (in module moptipyapps.tsp.tsplib) (in module moptipyapps.ttp.robinx) opt_tour_from_file() (in module moptipyapps.tsp.known_optima) opt_tour_from_resource() (in module moptipyapps.tsp.known_optima) OrderingSpace (class in moptipyapps.order1d.space)

P

PAC (in module moptipyapps.binpacking2d.bks) Packing (class in moptipyapps.binpacking2d.packing) PackingResult (class in moptipyapps.binpacking2d.packing_result) PackingSpace (class in moptipyapps.binpacking2d.packing_space) PackingStatistics (class in moptipyapps.binpacking2d.packing_statistics) param_dims (moptipyapps.dynamic_control.controller.Controller attribute) parameter_space() (moptipyapps.dynamic_control.controller.Controller method) parse_row() (moptipyapps.binpacking2d.packing_result.CsvReader method) (moptipyapps.binpacking2d.packing_statistics.CsvReader method)

partially_linear() (in module moptipyapps.dynamic_control.controllers.partially_linear) peaks() (in module moptipyapps.dynamic_control.controllers.peaks) PHI (in module moptipyapps.dynamic_control.controllers.min_ann) plot_examples (moptipyapps.dynamic_control.system.System attribute) plot_packing() (in module moptipyapps.binpacking2d.plot_packing) plot_points() (moptipyapps.dynamic_control.system.System method) predefined() (in module moptipyapps.dynamic_control.controllers.predefined) Problem (class in moptipyapps.binpacking2d.instgen.problem)

Q

QAPObjective (class in moptipyapps.qap.objective)

quadratic() (in module moptipyapps.dynamic_control.controllers.quadratic)

R

reference (moptipyapps.binpacking2d.bks.Element attribute) ResultsLog (class in moptipyapps.dynamic_control.results_log) ResultsPlot (class in moptipyapps.dynamic_control.results_plot) rev_if_h_not_worse() (in module moptipyapps.tsp.fea1p1_revn) rev_if_not_worse() (in module moptipyapps.tsp.ea1p1_revn) rls() (in module moptipyapps.binpacking2d.experiment)

rounds (moptipyapps.ttp.instance.Instance attribute) run() (in module moptipyapps.binpacking2d.experiment) (in module moptipyapps.binpacking2d.instgen.experiment) (in module moptipyapps.dynamic_control.experiment_raw) (in module moptipyapps.dynamic_control.experiment_surrogate) run_ode() (in module moptipyapps.dynamic_control.ode)

S

scope (moptipyapps.binpacking2d.packing_result.CsvWriter attribute) (moptipyapps.binpacking2d.packing_statistics.CsvWriter attribute) SCOPE_INSTANCE (in module moptipyapps.shared) search_space (moptipyapps.binpacking2d.instgen.problem.Problem attribute) search_space() (moptipyapps.ttp.game_encoding.GameEncoding method) search_space_for_n_and_rounds() (in module moptipyapps.ttp.game_encoding) separation_max (moptipyapps.ttp.instance.Instance attribute) separation_min (moptipyapps.ttp.instance.Instance attribute) set_model() (moptipyapps.dynamic_control.objective.FigureOfMerit method) set_raw() (moptipyapps.dynamic_control.objective.FigureOfMerit method) setup() (moptipyapps.binpacking2d.packing_result.CsvWriter method) (moptipyapps.binpacking2d.packing_statistics.CsvWriter method) setup_rls_f1() (in module moptipyapps.binpacking2d.instgen.hardness) setup_rls_f7() (in module moptipyapps.binpacking2d.instgen.hardness) solution_space (moptipyapps.binpacking2d.instgen.problem.Problem attribute) solve() (moptipyapps.dynamic_control.surrogate_optimizer.SurrogateOptimizer method) (moptipyapps.tsp.ea1p1_revn.TSPEA1p1revn method) (moptipyapps.tsp.fea1p1_revn.TSPFEA1p1revn method)

space (moptipyapps.binpacking2d.instgen.errors.Errors attribute) (moptipyapps.binpacking2d.instgen.inst_decoding.InstanceDecoder attribute) START_COLOR (in module moptipyapps.dynamic_control.results_plot) START_MARKER (in module moptipyapps.dynamic_control.results_plot) state_dim_mod (moptipyapps.dynamic_control.system.System attribute) state_dims (moptipyapps.dynamic_control.controller.Controller attribute) (moptipyapps.dynamic_control.system.System attribute) state_dims_in_j (moptipyapps.dynamic_control.system.System attribute) STUART_LANDAU_111 (in module moptipyapps.dynamic_control.systems.stuart_landau) STUART_LANDAU_4 (in module moptipyapps.dynamic_control.systems.stuart_landau) sum_up_results() (moptipyapps.dynamic_control.objective.FigureOfMerit method) (moptipyapps.dynamic_control.objective.FigureOfMeritLE method) SurrogateOptimizer (class in moptipyapps.dynamic_control.surrogate_optimizer) swap_distance() (in module moptipyapps.order1d.distances) System (class in moptipyapps.dynamic_control.system) system (moptipyapps.dynamic_control.instance.Instance attribute) system_model (moptipyapps.dynamic_control.surrogate_optimizer.SurrogateOptimizer attribute) SystemModel (class in moptipyapps.dynamic_control.system_model)

T

T (class in moptipyapps.dynamic_control.ode) (class in moptipyapps.dynamic_control.system) (class in moptipyapps.order1d.instance) t_from_ode() (in module moptipyapps.dynamic_control.ode) tag_titles (moptipyapps.order1d.instance.Instance attribute) tags (moptipyapps.order1d.instance.Instance attribute) teams (moptipyapps.ttp.instance.Instance attribute) test_starting_states (moptipyapps.dynamic_control.system.System attribute) test_steps (moptipyapps.dynamic_control.system.System attribute) test_time (moptipyapps.dynamic_control.system.System attribute) THREE_COUPLED_OSCILLATORS (in module moptipyapps.dynamic_control.systems.three_coupled_oscillators) to_bin_count() (moptipyapps.binpacking2d.objectives.bin_count.BinCount method) (moptipyapps.binpacking2d.objectives.bin_count_and_last_empty.BinCountAndLastEmpty method) (moptipyapps.binpacking2d.objectives.bin_count_and_last_small.BinCountAndLastSmall method) to_compact_str() (moptipyapps.binpacking2d.instance.Instance method) to_csv() (in module moptipyapps.binpacking2d.packing_result) (in module moptipyapps.binpacking2d.packing_statistics)

to_str() (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace method) (moptipyapps.binpacking2d.packing_space.PackingSpace method) (moptipyapps.order1d.space.OrderingSpace method) to_stream() (moptipyapps.tsp.instance.Instance method) total_item_area (moptipyapps.binpacking2d.instance.Instance attribute) (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace attribute) tour_length() (in module moptipyapps.tsp.tour_length) tour_length_lower_bound (moptipyapps.tsp.instance.Instance attribute) tour_length_upper_bound (moptipyapps.tsp.instance.Instance attribute) TourLength (class in moptipyapps.tsp.tour_length) training_starting_states (moptipyapps.dynamic_control.system.System attribute) training_steps (moptipyapps.dynamic_control.system.System attribute) training_time (moptipyapps.dynamic_control.system.System attribute) trivial_bounds() (in module moptipyapps.qap.instance) tsp_instances_for_tests() (in module moptipyapps.tests.on_tsp) TSPEA1p1revn (class in moptipyapps.tsp.ea1p1_revn) TSPFEA1p1revn (class in moptipyapps.tsp.fea1p1_revn)

U

unindent() (moptipyapps.dynamic_control.controllers.codegen.CodeGenerator method) upper_bound (moptipyapps.qap.instance.Instance attribute) upper_bound() (moptipyapps.binpacking2d.instgen.errors.Errors method) (moptipyapps.binpacking2d.instgen.errors_and_hardness.ErrorsAndHardness method) (moptipyapps.binpacking2d.instgen.hardness.Hardness method) (moptipyapps.binpacking2d.objectives.bin_count.BinCount method) (moptipyapps.binpacking2d.objectives.bin_count_and_last_empty.BinCountAndLastEmpty method) (moptipyapps.binpacking2d.objectives.bin_count_and_last_small.BinCountAndLastSmall method) (moptipyapps.qap.objective.QAPObjective method) (moptipyapps.tsp.tour_length.TourLength method) (moptipyapps.ttp.errors.Errors method) (moptipyapps.ttp.plan_length.GamePlanLength method)

V

validate() (moptipyapps.binpacking2d.instgen.instance_space.InstanceSpace method) (moptipyapps.binpacking2d.packing_space.PackingSpace method) (moptipyapps.ttp.game_plan_space.GamePlanSpace method) validate_algorithm_on_1_2dbinpacking() (in module moptipyapps.tests.on_binpacking2d) validate_algorithm_on_1_tsp() (in module moptipyapps.tests.on_tsp) validate_algorithm_on_2dbinpacking() (in module moptipyapps.tests.on_binpacking2d)

validate_algorithm_on_tsp() (in module moptipyapps.tests.on_tsp) validate_objective_on_1_2dbinpacking() (in module moptipyapps.tests.on_binpacking2d) validate_objective_on_1_tsp() (in module moptipyapps.tests.on_tsp) validate_objective_on_2dbinpacking() (in module moptipyapps.tests.on_binpacking2d) validate_objective_on_tsp() (in module moptipyapps.tests.on_tsp) validate_signed_permutation_encoding_on_1_2dbinpacking() (in module moptipyapps.tests.on_binpacking2d) validate_signed_permutation_encoding_on_2dbinpacking() (in module moptipyapps.tests.on_binpacking2d)

W

write() (moptipyapps.dynamic_control.controllers.codegen.CodeGenerator method)

writeln() (moptipyapps.dynamic_control.controllers.codegen.CodeGenerator method)