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| 1 | +{ |
| 2 | + "tool_name": "ConditionedLatinHypercube", |
| 3 | + "exe": "conditioned_latin_hypercube", |
| 4 | + "short_description": "Implements conditioned Latin Hypercube sampling.", |
| 5 | + "toolbox": "Math and Stats Tools", |
| 6 | + "license": "MIT", |
| 7 | + "example": ".*EXE_NAME run -i=Raster1.tif;Raster2.tif --output=sites.shp --samples=500", |
| 8 | + "parameters": [ |
| 9 | + { |
| 10 | + "name": "Input Raster", |
| 11 | + "flags": ["-i", "--inputs"], |
| 12 | + "description": "Name of the input raster file", |
| 13 | + "parameter_type": {"FileList":{"ExistingFile":"Raster"}}, |
| 14 | + "default_value": null, |
| 15 | + "optional": false |
| 16 | + }, |
| 17 | + { |
| 18 | + "name": "Output shapefile", |
| 19 | + "flags": ["-o", "--output"], |
| 20 | + "description": "Output shapefile", |
| 21 | + "parameter_type": {"NewFile":{"Vector":"Point"}}, |
| 22 | + "default_value": null, |
| 23 | + "optional": false |
| 24 | + }, |
| 25 | + { |
| 26 | + "name": "Number of sample sites", |
| 27 | + "flags": ["--samples"], |
| 28 | + "description": "Number of sample sites returned", |
| 29 | + "parameter_type": "Integer", |
| 30 | + "default_value": "500", |
| 31 | + "optional": true |
| 32 | + }, |
| 33 | + { |
| 34 | + "name": "Number of resampling iterations", |
| 35 | + "flags": ["--iterations"], |
| 36 | + "description": "Maximum iterations (if stopping criteria not reached).", |
| 37 | + "parameter_type": "Integer", |
| 38 | + "default_value": "25000", |
| 39 | + "optional": true |
| 40 | + }, |
| 41 | + { |
| 42 | + "name": "RNG seed", |
| 43 | + "flags": ["--seed"], |
| 44 | + "description": "Seed for RNG consistency", |
| 45 | + "parameter_type": "Integer", |
| 46 | + "default_value": null, |
| 47 | + "optional": true |
| 48 | + }, |
| 49 | + { |
| 50 | + "name": "Random resample probability", |
| 51 | + "flags": ["--prob"], |
| 52 | + "description": "Probability of random resample or resampling worst strata between [0,1].", |
| 53 | + "parameter_type": "Float", |
| 54 | + "default_value": "0.5", |
| 55 | + "optional": true |
| 56 | + }, |
| 57 | + { |
| 58 | + "name": "Objective function threshold.", |
| 59 | + "flags": ["--threshold"], |
| 60 | + "description": "Objective function values below the theshold stop the resampling iterations.", |
| 61 | + "parameter_type": "Float", |
| 62 | + "default_value": null, |
| 63 | + "optional": true |
| 64 | + }, |
| 65 | + { |
| 66 | + "name": "Initial annealing temperature", |
| 67 | + "flags": ["--temp"], |
| 68 | + "description": "Initial annealing temperature between [0,1].", |
| 69 | + "parameter_type": "Float", |
| 70 | + "default_value": "1.0", |
| 71 | + "optional": true |
| 72 | + }, |
| 73 | + { |
| 74 | + "name": "Temperature decay factor", |
| 75 | + "flags": ["--temp_decay"], |
| 76 | + "description": "Annealing temperature decay proportion between [0,1]. Reduce temperature by this proportion each annealing cycle.", |
| 77 | + "parameter_type": "Float", |
| 78 | + "default_value": "0.05", |
| 79 | + "optional": true |
| 80 | + }, |
| 81 | + { |
| 82 | + "name": "Annealing cycle duration", |
| 83 | + "flags": ["--cycle"], |
| 84 | + "description": "Number of iterations before decaying annealing temperature.", |
| 85 | + "parameter_type": "Integer", |
| 86 | + "default_value": "10", |
| 87 | + "optional": true |
| 88 | + }, |
| 89 | + { |
| 90 | + "name": "Average the continuous Obj. Func.", |
| 91 | + "flags": ["--average"], |
| 92 | + "description": "Weight the continuous objective funtion by the 1/N contributing strata.", |
| 93 | + "parameter_type": "Boolean", |
| 94 | + "default_value": "false", |
| 95 | + "optional": true |
| 96 | + } |
| 97 | + ] |
| 98 | +} |
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