genetic-search-multiprocess/lib/strategies.d.ts

Multiprocessing genetic algorithm implementation library extension

import { BaseGenome, BasePhenomeStrategy, GenerationPhenomeMatrix } from "genetic-search";
import { MultiprocessingPhenomeStrategyConfig } from "./types";
/**
 * Base class for phenome strategies that uses multiprocessing to execute phenome calculation tasks.
 *
 * @template TGenome - The type of the genome.
 * @template TConfig - The type of the configuration for the phenome strategy.
 * @template TTaskConfig - The type of the configuration for each phenome calculation task.
 *
 * @category Strategies
 */
export declare abstract class BaseMultiprocessingPhenomeStrategy<TGenome extends BaseGenome, TConfig extends MultiprocessingPhenomeStrategyConfig<TTaskConfig>, TTaskConfig> extends BasePhenomeStrategy<TGenome, TConfig, TTaskConfig> {
    /**
     * Execute the phenome calculation tasks.
     *
     * @param inputs The inputs to the phenome calculation tasks.
     * @returns A matrix of phenome results, where each row corresponds to a single genome.
     */
    protected execTasks(inputs: TTaskConfig[]): Promise<GenerationPhenomeMatrix>;
}