发明名称 Systems and Methods For Forecasting Using Modulated Data
摘要 A characteristic forecasting system is disclosed. The characteristic forecasting system may have a memory module and a processor. The memory module may store instructions, that, when executed, enable the processor to collect historical data associated with characteristics of a target item, and modulate the historical data with a modulator signal. The processor may also be enabled to determine an intermediary function that includes one or more variables, and implement a genetic algorithm to determine a data value for each of the variables of the intermediary function. Moreover, the processor may be enabled to solve the intermediary function using the data values determined by the genetic algorithm, and generate a forecast function representing forecasted characteristics of the target item by subtracting the modulator signal from the intermediary function.
申请公布号 US2013204662(A1) 申请公布日期 2013.08.08
申请号 US201213367766 申请日期 2012.02.07
申请人 GRICHNIK ANTHONY JAMES;GRIMES SUSAN LEIGH;CATERPILLAR INC. 发明人 GRICHNIK ANTHONY JAMES;GRIMES SUSAN LEIGH
分类号 G06Q10/04 主分类号 G06Q10/04
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