Lemoine-OR Algorithms
Description

What this method is

Chiu-Ting modified Part-Period Balancing is a fast ULS heuristic in the Part-period / post-processing family. It constructs a feasible replenishment plan without claiming an optimality proof. Use it only when the documented applicability conditions match the instance.

How it works

Core idea

The method scans the planning horizon and constructs replenishment cycles according to its published decision rule. The library then reconstructs production, inventory, setups and cost components through the common heuristic solution builder.

Implementation in ULSAlgorithmsNearest-EPP PPB plus cost-beneficial final-lot merge
Use it

Minimal C# example

using ULSAlgorithms.Abstractions;
using ULSAlgorithms.Models;
using ULSAlgorithms.Heuristics;

var problem = new UlsProblem(
    demands:             [20.0, 30.0, 25.0, 40.0],
    setupCosts:          [200.0, 200.0, 200.0, 200.0],
    unitProductionCosts: [0.0, 0.0, 0.0, 0.0],
    holdingCosts:        [4.0, 4.0, 4.0, 0.0]);

IUlsSolver solver = new ChiuTingModifiedPartPeriodBalancingSolver();
var result = solver.Solve(problem);

Console.WriteLine(result.Status);
Console.WriteLine(result.ObjectiveValue);

The input example intentionally uses stationary, positive-demand data so it is compatible with restricted methods too. Always check the applicability box for your own instance.

Scientific source

Reference & provenance

Chiu, Ting & Chiu (2005), A Modified Version of the Part Period Lot-Sizing Heuristic, International Journal for Engineering Modelling 18(1-2), 59-64