moptipyapps package¶
Applications of Metaheuristic Optimization in Python.
Currently, the following applications are implemented:
binpacking2dprovides methods to solve two-dimensional bin packing instances,mod:~moptipyapps.qap offers instances of the well-known Quadratic Assignment Problem (QAP) and some very basic algorithms to tackle it,
mod:~moptipyapps.tsp offers instances of the well-known Traveling Salesperson Problem (TSP) and some very basic algorithms to tackle it,
mod:~moptipyapps.ttp offers instances of the Traveling Tournament Problem (TTP),.
The following additional tools are implemented:
testsoffers unit tests to try out optimization algorithms and other instances ofcomponenton the different problems that are provided above.sharedoffers shared constants and tools.
Subpackages¶
- moptipyapps.binpacking2d package
- Subpackages
- moptipyapps.binpacking2d.encodings package
- moptipyapps.binpacking2d.instgen package
- Submodules
- 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.objectives package
- Submodules
- 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
- Submodules
- moptipyapps.binpacking2d.bks module
ASQASA_LARGEA_MEDA_SMALLBENG_1_8BENG_9_10BRKGA_BPP_2RBRKGA_BPP_ANBCLASS_10_100CLASS_10_20CLASS_10_40CLASS_10_60CLASS_10_80CLASS_1_100CLASS_1_20CLASS_1_40CLASS_1_60CLASS_1_80CLASS_2_100CLASS_2_20CLASS_2_40CLASS_2_60CLASS_2_80CLASS_3_100CLASS_3_20CLASS_3_40CLASS_3_60CLASS_3_80CLASS_4_100CLASS_4_20CLASS_4_40CLASS_4_60CLASS_4_80CLASS_5_100CLASS_5_20CLASS_5_40CLASS_5_60CLASS_5_80CLASS_6_100CLASS_6_20CLASS_6_40CLASS_6_60CLASS_6_80CLASS_7_100CLASS_7_20CLASS_7_40CLASS_7_60CLASS_7_80CLASS_8_100CLASS_8_20CLASS_8_40CLASS_8_60CLASS_8_80CLASS_9_100CLASS_9_20CLASS_9_40CLASS_9_60CLASS_9_80CLASS_AND_BENGEALGFIElementGRASP_VNDGROUPS_TO_INSTANCESHHANO_RHHANO_SRINSTANCES_TO_GROUPSINST_GROUP_SORT_KEY()MXGANO_REFPACget_related_work()make_comparison_table()make_comparison_table_data()
- moptipyapps.binpacking2d.experiment module
- moptipyapps.binpacking2d.instance module
BIN_HEIGHTBIN_WIDTHIDX_HEIGHTIDX_REPETITIONIDX_WIDTHINSTANCES_RESOURCEINTERNAL_SEPInstanceInstance.bin_heightInstance.bin_widthInstance.from_2dpacklib()Instance.from_compact_str()Instance.from_resource()Instance.get_standard_item_sequence()Instance.list_resources()Instance.list_resources_groups()Instance.log_parameters_to()Instance.lower_bound_binsInstance.n_different_itemsInstance.n_itemsInstance.nameInstance.to_compact_str()Instance.total_item_area
N_DIFFERENT_ITEMSN_ITEMS
- moptipyapps.binpacking2d.make_instances 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
- Subpackages
- moptipyapps.order1d package
- moptipyapps.prodsched package
- Subpackages
- Submodules
- moptipyapps.prodsched.instance module
DEMAND_AMOUNTDEMAND_ARRIVALDEMAND_CUSTOMERDEMAND_DEADLINEDEMAND_IDDEMAND_PRODUCTDemandInstanceInstance.demandsInstance.infosInstance.n_customersInstance.n_demandsInstance.n_measurable_demandsInstance.n_measurable_demands_per_productInstance.n_productsInstance.n_stationsInstance.nameInstance.routesInstance.station_product_unit_timesInstance.time_end_measureInstance.time_end_warmupInstance.warehous_at_t0
KEY_DEMANDKEY_IDX_ENDKEY_IDX_STARTKEY_IN_WAREHOUSEKEY_NAMEKEY_N_CUSTOMERSKEY_N_DEMANDSKEY_N_PRODUCTSKEY_N_STATIONSKEY_PRODUCTION_TIMEKEY_ROUTEKEY_TIME_END_MEASUREKEY_TIME_END_WARMUPMAX_IDMAX_VALUEcompute_finish_time()from_stream()instance_sort_key()load_instances()store_instances()to_stream()
- moptipyapps.prodsched.instances module
- moptipyapps.prodsched.mfc_generator module
INFO_GENERATED_ONINFO_GENERATORINFO_GENERATOR_VERSIONINFO_NAME_SRCINFO_PRODUCT_INTERARRIVAL_TIME_DISTINFO_PRODUCT_ROUTEINFO_RAND_SEEDINFO_RAND_SEED_SRCINFO_SAMPLEDINFO_STATION_PROCESSING_TIMEINFO_STATION_PROCESSING_WINDOW_LENGTHINFO_TIME_END_MEASUREINFO_TIME_END_MEASURE_SRCINFO_TIME_END_WARMUPINFO_TIME_END_WARMUP_SRCINFO_USER_PROVIDEDProductStationdefault_products()default_stations()sample_mfc_instance()
- moptipyapps.prodsched.multistatistics module
- moptipyapps.prodsched.rop_experiment module
- moptipyapps.prodsched.rop_multisimulation module
- moptipyapps.prodsched.rop_simulation module
- moptipyapps.prodsched.simulation module
- moptipyapps.prodsched.statistics module
COL_PRODUCT_PREFIXCOL_STATCOL_TOTALKEY_RATEROW_CWTROW_FILL_RATEROW_FULFILLED_RATEROW_SIMULATION_TIMEROW_STOCK_LEVEL_MEANROW_TRPStatisticsStatistics.copy_from()Statistics.fulfilled_rateStatistics.fulfilled_ratesStatistics.immediate_rateStatistics.immediate_ratesStatistics.production_timeStatistics.production_timesStatistics.simulation_time_nanosStatistics.stock_levelStatistics.stock_levelsStatistics.waiting_timeStatistics.waiting_times
to_stream()
- moptipyapps.prodsched.statistics_collector module
- moptipyapps.qap package
- moptipyapps.tests package
- Submodules
- moptipyapps.tests.on_binpacking2d module
binpacking_instances_for_tests()make_packing_invalid()make_packing_valid()validate_algorithm_on_1_2dbinpacking()validate_algorithm_on_2dbinpacking()validate_objective_on_1_2dbinpacking()validate_objective_on_2dbinpacking()validate_signed_permutation_encoding_on_1_2dbinpacking()validate_signed_permutation_encoding_on_2dbinpacking()
- moptipyapps.tests.on_tsp module
- moptipyapps.tsp package
- moptipyapps.ttp package
- Subpackages
- Submodules
- moptipyapps.ttp.errors module
- moptipyapps.ttp.game_encoding module
- moptipyapps.ttp.game_encoding_2 module
- moptipyapps.ttp.game_plan module
- moptipyapps.ttp.game_plan_space module
- moptipyapps.ttp.instance module
InstanceInstance.away_streak_maxInstance.away_streak_minInstance.from_file()Instance.from_resource()Instance.game_plan_dtypeInstance.get_optimal_plan_length_bounds()Instance.home_streak_maxInstance.home_streak_minInstance.list_resources()Instance.log_parameters_to()Instance.roundsInstance.separation_maxInstance.separation_minInstance.teams
- moptipyapps.ttp.plan_length module
- moptipyapps.utils package
Submodules¶
moptipyapps.version module¶
An internal file with the version of the moptipyapps package.