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27 | 27 | Highlighted changes |
28 | 28 | =================== |
29 | 29 |
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| 30 | +Version 24.0 |
| 31 | +------------ |
| 32 | + |
| 33 | +New Everest plots |
| 34 | +################# |
| 35 | + |
| 36 | +Several new plots have been added for Everest, along with adjustments to the |
| 37 | +underlying ERT plotting functionality to support them. |
| 38 | + |
| 39 | +Total objective value |
| 40 | +~~~~~~~~~~~~~~~~~~~~~ |
| 41 | + |
| 42 | +Shows the aggregated objective value, |
| 43 | +separated into accepted and rejected batches. |
| 44 | +All available batches are plotted by default, up to a maximum of 20 (previously |
| 45 | +five). |
| 46 | + |
| 47 | +.. image:: v24_batch_objective.png |
| 48 | + |
| 49 | +Hovering over a batch point shows why the batch was rejected, for example |
| 50 | +non-improvement or constraint violation. |
| 51 | + |
| 52 | +.. image:: v24_rejected_hover.gif |
| 53 | + |
| 54 | +Objective function |
| 55 | +~~~~~~~~~~~~~~~~~~ |
| 56 | + |
| 57 | +Shows every realization per batch. All batches are plotted by default, up to a |
| 58 | +maximum of 20 (previously five). Hovering over a line reveals the realization |
| 59 | +number, making it possible to isolate a single realization. |
| 60 | + |
| 61 | +.. image:: v24_objective_hover.gif |
| 62 | + |
| 63 | +Controls |
| 64 | +~~~~~~~~ |
| 65 | + |
| 66 | +Several controls can now be plotted together, rather than one plot per control. |
| 67 | +This makes the batches easier to compare, since there is no longer any need to |
| 68 | +jump back and forth between separate control plots. |
| 69 | + |
| 70 | +.. image:: v24_controls.png |
| 71 | + |
| 72 | +The x-axis can be switched from batch to control. All batches are then drawn at |
| 73 | +the same x-position for a given control, so the vertical spread shows how much |
| 74 | +that control has varied across batches. |
| 75 | + |
| 76 | +.. image:: v24_alternative_controls_view.gif |
| 77 | + |
| 78 | +.. image:: v24_controls_alternative_view.png |
| 79 | + |
| 80 | +Gradient |
| 81 | +~~~~~~~~ |
| 82 | + |
| 83 | +Shows the gradient of one or more controls for each batch, for both objectives |
| 84 | +and constraints. |
| 85 | + |
| 86 | +.. image:: v24_objective_gradient.png |
| 87 | + |
| 88 | +Constraints |
| 89 | +~~~~~~~~~~~ |
| 90 | + |
| 91 | +Plots the output constraint values together with their upper and lower bounds, |
| 92 | +making it easier to identify batch constraint violations. |
| 93 | + |
| 94 | +.. image:: v24_constraint_plot.png |
| 95 | + |
30 | 96 | Version 23.0 |
31 | 97 | ------------ |
32 | 98 |
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