{ "format": "refined.math.definition", "schemaVersion": 1, "id": "custom-e5b877e98f8918a06b11f2ee", "revision": 1, "digest": "1598b8c0ad47ddb68aecc1a1e3cff40c17e5dced4d8e590a2c867d13004eaa33", "structure": "4ef2411e9f95ee11fdf2a513297c605477e0b558eb33b2fd21071f79e0e94e08", "profile": { "format": "refined.math.adapter", "schemaVersion": 1, "adapterId": "math-model", "version": "0.6.0", "name": { "en": "Field equipment selection", "sk": "Výber terénnej výbavy" }, "description": { "en": "Select equipment that meets cost and mass limits, group requirements and compatibility rules.", "sk": "Vyberte výbavu, ktorá spĺňa cenový a hmotnostný limit, požiadavky na zastúpenie skupín a pravidlá kompatibility." }, "help": { "en": "Define the model in defaultTask.payload.model. Put item costs, masses, benefits and resource limits in its data field.", "sk": "Matematický model zapíšte do poľa defaultTask.payload.model. Ceny, hmotnosti, prínosy a kapacitné limity vložte do jeho poľa data." }, "runtime": { "binding": "math-model", "coreRevision": "d2c02f944772b7f7a586c4f3357fc90e480349ad", "inputKey": "model" }, "inputSchema": { "$schema": "https://json-schema.org/draft/2020-12/schema", "title": "Refined Math ModelSpec v1", "description": "Importable mathematical model. Native validation additionally checks names, shapes, finite domains, numeric policy and checked arithmetic. Use strings for exact decimal, fraction or large integer data.", "type": "object", "additionalProperties": false, "required": [ "schemaVersion", "title", "variables", "data", "constraints", "goal" ], "properties": { "schemaVersion": { "const": 1 }, "title": { "type": "string", "maxLength": 120 }, "numericPolicy": { "enum": [ "auto", "exact", "real" ], "default": "auto" }, "tolerance": { "type": "object", "additionalProperties": false, "properties": { "absolute": { "type": "number", "minimum": 0, "maximum": 0.1, "default": 1e-8 }, "relative": { "type": "number", "minimum": 0, "maximum": 0.1, "default": 1e-8 } } }, "variables": { "type": "array", "minItems": 1, "maxItems": 16, "items": { "type": "object", "additionalProperties": false, "required": [ "name", "kind", "shape", "lower", "upper" ], "properties": { "name": { "$ref": "#/$defs/name" }, "kind": { "enum": [ "integer", "binary", "permutation", "real" ] }, "shape": { "type": "array", "minItems": 1, "maxItems": 2, "items": { "type": "integer", "minimum": 1, "maximum": 512 } }, "lower": { "$ref": "#/$defs/bound" }, "upper": { "$ref": "#/$defs/bound" } } } }, "data": { "type": "array", "maxItems": 32, "items": { "type": "object", "additionalProperties": false, "required": [ "name", "values" ], "properties": { "name": { "$ref": "#/$defs/name" }, "values": { "type": "array", "minItems": 1, "maxItems": 512, "items": { "$ref": "#/$defs/number" } } } } }, "constraints": { "type": "array", "maxItems": 64, "items": { "$ref": "#/$defs/expression" } }, "goal": { "type": "object", "additionalProperties": false, "required": [ "mode" ], "properties": { "mode": { "enum": [ "find", "minimize", "maximize", "count" ] }, "expression": { "type": "string", "maxLength": 4096 } }, "allOf": [ { "if": { "properties": { "mode": { "enum": [ "minimize", "maximize" ] } } }, "then": { "required": [ "expression" ], "properties": { "expression": { "$ref": "#/$defs/expression" } } } } ] } }, "$defs": { "name": { "type": "string", "pattern": "^[A-Za-z_][A-Za-z0-9_]{0,31}$" }, "expression": { "type": "string", "minLength": 1, "maxLength": 4096 }, "bound": { "description": "Discrete bounds must be integers within +/-1e9; real bounds within +/-1e12. Binary domains are 0..1.", "oneOf": [ { "type": "number", "minimum": -1000000000000, "maximum": 1000000000000 }, { "$ref": "#/$defs/numberString" } ] }, "numberString": { "type": "string", "minLength": 1, "maxLength": 100, "pattern": "^[-+]?(?:[0-9]+(?:\\.[0-9]*)?|\\.[0-9]+)(?:[eE][-+]?[0-9]+)?(?:/[-+]?(?:[0-9]+(?:\\.[0-9]*)?|\\.[0-9]+)(?:[eE][-+]?[0-9]+)?)?$" }, "number": { "oneOf": [ { "$ref": "#/$defs/numberString" }, { "type": "number", "description": "Exact mode accepts safe integer JSON numbers only. Prefer strings for portable exact data." } ] } } }, "contract": { "state": { "en": "Eight binary values in the same item order as the parameter vectors.", "sk": "Osem binárnych hodnôt, ktorých poradie zodpovedá poradiu položiek v dátových vektoroch." }, "score": { "en": "Six hard conditions; maximize total benefit among feasible candidates.", "sk": "Šesť povinných podmienok a maximalizácia celkového prínosu prípustných kandidátov." }, "operators": { "en": [ "Supported proposals for binary changes and exchanges, selected by the model compiler." ], "sk": [ "Návrhy podporovaných binárnych zmien a výmen, ktoré vyberá prekladač modelu." ] }, "output": { "en": "The pick vector, objective value, condition checks, numeric policy and available calculation statistics.", "sk": "Vektor pick, hodnota cieľovej funkcie, kontroly podmienok, numerická politika a dostupné štatistiky výpočtu." } }, "defaultTask": { "format": "refined.math.task", "schemaVersion": 1, "adapterId": "math-model", "title": "Field equipment kit — budget 30", "payload": { "model": { "schemaVersion": 1, "title": "Field equipment kit — budget 30", "numericPolicy": "exact", "variables": [ { "name": "pick", "kind": "binary", "shape": [ 8 ], "lower": 0, "upper": 1 } ], "data": [ { "name": "cost", "values": [ "9", "7", "8", "6", "5", "4", "10", "3" ] }, { "name": "mass", "values": [ "3", "4", "5", "2", "4", "1", "6", "2" ] }, { "name": "benefit", "values": [ "18", "16", "20", "13", "14", "9", "24", "8" ] }, { "name": "budget", "values": [ "30" ] }, { "name": "massLimit", "values": [ "16" ] } ], "constraints": [ "sum(pick) == 4", "dot(pick, cost) <= budget", "dot(pick, mass) <= massLimit", "pick[1]+pick[2] >= 1", "pick[3]+pick[4] >= 1", "pick[2]+pick[7] <= 1" ], "goal": { "mode": "maximize", "expression": "dot(pick, benefit)" } } }, "options": { "seed": 42, "timeLimitMs": 3000, "maxEvaluations": 200000, "maxWorkUnits": 50000000 } }, "samples": [ { "id": "field-kit-budget30", "name": { "en": "Budget 30", "sk": "Rozpočet 30" }, "expected": { "en": "Independent reference: items 1, 3, 7, 8; cost 30; mass 16; benefit 70.", "sk": "Nezávislá referencia: položky 1, 3, 7, 8; cena 30; hmotnosť 16; prínos 70." }, "task": { "format": "refined.math.task", "schemaVersion": 1, "adapterId": "math-model", "title": "Field equipment kit — budget 30", "payload": { "model": { "schemaVersion": 1, "title": "Field equipment kit — budget 30", "numericPolicy": "exact", "variables": [ { "name": "pick", "kind": "binary", "shape": [ 8 ], "lower": 0, "upper": 1 } ], "data": [ { "name": "cost", "values": [ "9", "7", "8", "6", "5", "4", "10", "3" ] }, { "name": "mass", "values": [ "3", "4", "5", "2", "4", "1", "6", "2" ] }, { "name": "benefit", "values": [ "18", "16", "20", "13", "14", "9", "24", "8" ] }, { "name": "budget", "values": [ "30" ] }, { "name": "massLimit", "values": [ "16" ] } ], "constraints": [ "sum(pick) == 4", "dot(pick, cost) <= budget", "dot(pick, mass) <= massLimit", "pick[1]+pick[2] >= 1", "pick[3]+pick[4] >= 1", "pick[2]+pick[7] <= 1" ], "goal": { "mode": "maximize", "expression": "dot(pick, benefit)" } } }, "options": { "seed": 42, "timeLimitMs": 3000, "maxEvaluations": 200000, "maxWorkUnits": 50000000 } } }, { "id": "field-kit-budget27", "name": { "en": "Budget 27", "sk": "Rozpočet 27" }, "expected": { "en": "Independent reference: items 2, 3, 4, 5; cost 26; mass 15; benefit 63.", "sk": "Nezávislá referencia: položky 2, 3, 4, 5; cena 26; hmotnosť 15; prínos 63." }, "task": { "format": "refined.math.task", "schemaVersion": 1, "adapterId": "math-model", "title": "Field equipment kit — budget 27", "payload": { "model": { "schemaVersion": 1, "title": "Field equipment kit — budget 27", "numericPolicy": "exact", "variables": [ { "name": "pick", "kind": "binary", "shape": [ 8 ], "lower": 0, "upper": 1 } ], "data": [ { "name": "cost", "values": [ "9", "7", "8", "6", "5", "4", "10", "3" ] }, { "name": "mass", "values": [ "3", "4", "5", "2", "4", "1", "6", "2" ] }, { "name": "benefit", "values": [ "18", "16", "20", "13", "14", "9", "24", "8" ] }, { "name": "budget", "values": [ "27" ] }, { "name": "massLimit", "values": [ "16" ] } ], "constraints": [ "sum(pick) == 4", "dot(pick, cost) <= budget", "dot(pick, mass) <= massLimit", "pick[1]+pick[2] >= 1", "pick[3]+pick[4] >= 1", "pick[2]+pick[7] <= 1" ], "goal": { "mode": "maximize", "expression": "dot(pick, benefit)" } } }, "options": { "seed": 42, "timeLimitMs": 3000, "maxEvaluations": 200000, "maxWorkUnits": 50000000 } } } ] }, "createdAt": "2026-11-02T20:35:16.685Z" }