Genetic algo refactored, new features added to GUI.

package.json

@@ -1,6 +1,6 @@
 {
   "name": "molecular-ts",
-  "version": "1.14.0",
+  "version": "1.15.0",
   "private": true,
   "scripts": {
     "dev": "vite",
@@ -25,7 +25,7 @@
     "bootstrap": "^5.3.3",
     "bootstrap-icons": "^1.10.3",
     "browser-process": "^0.0.1",
-    "genetic-search-multiprocess": "^2.2.1",
+    "genetic-search-multiprocess": "^3.0.0",
     "itertools-ts": "^1.29.0",
     "mdb-vue-ui-kit": "^4.1.1",
     "node-fetch": "^3.3.2",

src/lib/genetic/factories.ts

@@ -1,15 +1,16 @@
+import type {
+  GeneticSearchInterface,
+  GeneticSearchReferenceConfig,
+  GeneticSearchStrategyConfig,
+  ComposedGeneticSearchConfig,
+} from "genetic-search";
 import {
   ComposedGeneticSearch,
   GeneticSearch,
   SimpleMetricsCache,
   WeightedAgeAverageMetricsCache,
   ReferenceLossFitnessStrategy,
-} from "genetic-search";
-import type {
-  GeneticSearchInterface,
-  GeneticSearchReferenceConfig,
-  GeneticSearchStrategyConfig,
-  ComposedGeneticSearchConfig,
+  DescendingSortingStrategy,
 } from "genetic-search";
 import type {
   ClusterGradeMaximizeConfigFactoryConfig,
@@ -79,6 +80,7 @@ export function createReferenceSearch(config: ReferenceSearchConfigFactoryConfig
     populate: new RandomPopulateStrategy([populateRandomTypesConfig]),
     metrics: new ReferenceMultiprocessingMetricsStrategy(config.metricsStrategyConfig),
     fitness: new ReferenceLossFitnessStrategy(referenceConfig),
+    sorting: new DescendingSortingStrategy(),
     mutation: new DynamicProbabilityMutationStrategy(config.mutationStrategyConfig.dynamicProbabilities, [mutationRandomTypesConfig]),
     crossover: new ComposedCrossoverStrategy([crossoverRandomTypesConfig]),
     cache: new SimpleMetricsCache(),
@@ -151,6 +153,7 @@ export function createReferenceRandomSearch(config: ReferenceRandomSearchConfigF
     ),
     metrics: new ReferenceMultiprocessingMetricsStrategy(config.metricsStrategyConfig),
     fitness: new ReferenceLossFitnessStrategy(referenceConfig),
+    sorting: new DescendingSortingStrategy(),
     mutation: new SourceMutationStrategy(config.mutationStrategyConfig.dynamicProbabilities, [mutationRandomTypesConfig], config.sourceTypesConfig),
     crossover: new ComposedCrossoverStrategy([crossoverRandomTypesConfig]),
     cache: new SimpleMetricsCache(),
@@ -177,6 +180,7 @@ export function createClusterGradeMaximize(config: ClusterGradeMaximizeConfigFac
     populate: new RandomPopulateStrategy(populateRandomTypesConfigCollection),
     metrics: new ClusterizationMultiprocessingMetricsStrategy(config.runnerStrategyConfig, config.weightsConfig),
     fitness: new ClusterizationFitnessStrategy(config.weightsConfig),
+    sorting: new DescendingSortingStrategy(),
     mutation: createComposedMutationStrategy(config.mutationStrategyConfig, mutationRandomTypesConfigCollection),
     crossover: new ClassicCrossoverStrategy(),
     cache: config.useConstCache ? new SimpleMetricsCache() : new WeightedAgeAverageMetricsCache(config.genomeAgeWeight),

src/web/store/genetic.ts

@@ -22,6 +22,7 @@ import {
   GeneticSearch,
   Scheduler,
   WeightedAgeAverageMetricsCache,
+  DescendingSortingStrategy,
 } from "genetic-search";
 import { useConfigStore } from "@/web/store/config";
 import {
@@ -248,6 +249,7 @@ export const useGeneticStore = defineStore("genetic", () => {
     populate: new RandomPopulateStrategy(createPopulateRandomTypesConfigCollection()),
     metrics: new ClusterizationMetricsStrategy(createMetricsStrategyConfig(), weightsConfigRaw),
     fitness: new ClusterizationFitnessStrategy(weightsConfigRaw),
+    sorting: new DescendingSortingStrategy(),
     mutation: createComposedMutationStrategy(createMutationStrategyConfig(), createMutationRandomTypesConfigCollection()),
     crossover: new ClassicCrossoverStrategy(),
     cache: new WeightedAgeAverageMetricsCache(0.5),