Automatic formation of short-term plan based on the long-term plan on open-pit mine using 0-1 integer programming
Why this work is in the frame
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Bibliographic record
Abstract
To solve the confliction between long-term and short-term production plan on open-pit mine,established a 0-1 integer programming model of short-term plans by time period applying with space-time development,and a new concept of super combo was proposed and the progress logic of short-term plan was dealt with.It implemented the design of long-term plan,dividing blocks from strip benches and dynamic displaying by secondary development using the TCL language on the Surpac software platform.The short-term plan could be automatically optimized by calling LindoAPI mathematical software under Visual C++ environment.It solved the problem that the short-term plan cannot be drawn out from automatic optimization based on long-term plan,but the program running time could be minutes or few hours.The reliability and efficiency of the method is proved in the work field.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it