A Data-Driven and Knowledge-Driven Method towards the IRP of Modern Logistics

Table 3

Rule types and source code.

Rule type	Rule	Source code
Distribution optimization	rule_delay; rule_xsdailytrunc; rule_xsexpress; rule_recentDelivery Rule_badWeather	[(?d has_date ?x) (?x has_badWeather ?y) -> (?dhas_delayed_warning ?x)]; [(?x possible_has_daily_trunc ?y) (?y equals_to_daily_trunc ?z) -> (?x actual_has_daily_trunc ?z)]; [(?x possible_has_express ?y) (?y equals_to_express ?z) ->(?x actual_has_express ?z)]; [(?x get_drug ?y) (?y equals_to_recent ?z) ->(?x has_recent_delivery ?z)]; [(?x has_weather_infuence ?y)(?y equals_to_influence ?z) ->(?x has_badWeather ?z)]
Retail store inventory optimization	rule_storage; rule_sellingall	[(?x reach_maxWarningNum ?y)(?y is_equal_to_notice ?z) ->(?x has_storage_warning ?z)]; [(?x is_less_zero ?y) (?y is_equal_to ?z) -> (?x has_sellall_warning ?z)]
Cost optimization	rule_lessTranscost; rule_fdailytrunc; rule_fexpress	[(?x has_transcost ?y)(?y is_cheaper_than ?z) ->(?x has_lessTranscost_than ?z)]; [(?x possible_take_daily_trunc ?y) (?y equals_to_dtt ?z) -> (?x take_daily_trunc ?z)]; [(?x possible_take_express ?y) (?y equals_to_ext ?z) ->(?x take_express ?z)]