alternativeClasses2.ts

export class ConjugatedGradient {
    private readonly tolerance: number;
    private readonly maxIterations: number;

    constructor(tolerance: number = 1e-6, maxIterations: number = 1000) {
        this.tolerance = tolerance;
        this.maxIterations = maxIterations;
    }
    
    minimize(
        gradFn: (x: number[]) => number[], 
        init: number[]
    ): number[] {
        // minimization code...
    }

    // more code...
}

export class LinearDescent {

    min(
        gradFn: (x: number[]) => number[],
        init: number[],
        config: {
            tolerance: number;
            maxIterations: number;
            learningRate: number;
        }
    ): number[] {
        // minimization code...
    }

    // more code...
}

///////////////////////////////////

export class ConjugatedGradient {
    private readonly tolerance: number;
    private readonly maxIterations: number;

    constructor(tolerance: number = 1e-6, maxIterations: number = 1000) {
        this.tolerance = tolerance;
        this.maxIterations = maxIterations;
    }
    
    minimize(
        gradFn: (x: number[]) => number[],
        init: number[]
    ): number[] {
        // minimization code...
    }

    // more code...
}

export class LinearDescent {
    private readonly tolerance: number;
    private readonly maxIterations: number;
    private readonly learningRate: number;

    constructor(tolerance: number = 1e-6, maxIterations: number = 1000, learningRate: number = = 0.01) {
        this.tolerance = tolerance;
        this.maxIterations = maxIterations;
        this.learningRate = learningRate;
    }

    minimize(
        gradFn: (x: number[]) => number[],
        init: number[]
    ): number[] {
        // minimization code...
    }

    // more code...
}

///////////////////////////////////

export interface Minimization {
    minimize(
        gradFn: (x: number[]) => number[],
        init: number[]
    ): number[];
}

export class ConjugatedGradientMinimization implements Minimization {
    private readonly tolerance: number;
    private readonly maxIterations: number;

    constructor(tolerance: number = 1e-6, maxIterations: number = 1000) {
        this.tolerance = tolerance;
        this.maxIterations = maxIterations;
    }
    
    minimize(
        gradFn: (x: number[]) => number[],
        init: number[]
    ): number[] {
        // minimization code...
    }

    // more code...
}

export class LinearDescentMinimization implements Minimization {
    private readonly tolerance: number;
    private readonly maxIterations: number;
    private readonly learningRate: number;

    constructor(tolerance: number = 1e-6, maxIterations: number = 1000, learningRate: number = = 0.01) {
        this.tolerance = tolerance;
        this.maxIterations = maxIterations;
        this.learningRate = learningRate;
    }

    minimize(
        gradFn: (x: number[]) => number[],
        init: number[]
    ): number[] {
        // minimization code...
    }

    // more code...
}