# Centralized scheduling, decentralized scheduling or demand scheduling? How to more effectively allocate and recycle shared takeout lunch boxes

**Authors:** Yuntao Bai, Di Liu, Jili Ma

PMC · DOI: 10.1371/journal.pone.0319257 · PLOS One · 2025-03-04

## TL;DR

This paper compares different scheduling models for shared takeaway containers to determine which is most effective in maximizing reuse and benefits.

## Contribution

The novelty lies in constructing and comparing differential game models for three scheduling approaches in the context of shared takeaway containers.

## Key findings

- Decentralized scheduling is most beneficial for platforms when container scheduling revenue is low.
- Centralized scheduling offers the greatest benefit when scheduling revenue is high.
- Demand-based scheduling can be optimal for restaurants under specific cost and revenue conditions.

## Abstract

Efficient scheduling of shared takeaway containers plays a significant role in the sharing economy system. An effective scheduling system ensures the maximization of container reuse, reducing resource waste and environmental pollution. To explore the applicability of different scheduling models for shared takeaway containers, this paper constructs differential game models for three modes: centralized scheduling, decentralized scheduling, and demand-based scheduling. The equilibrium outcomes are compared and analyzed. The research findings indicate that when the revenue from scheduling takeaway containers is low, decentralized scheduling can yield the maximum benefit for takeaway platforms; conversely, when the revenue is high, centralized scheduling offers the greatest benefit. For restaurant enterprises, when the revenue from scheduling is low, if the cost of scheduling is also low, demand-based scheduling can provide the maximum benefit; however, if the cost is high, decentralized scheduling is more advantageous; otherwise, centralized scheduling can maximize the benefits for restaurant enterprises.

## Full-text entities

- **Chemicals:** ozone (MESH:D010126), carbon (MESH:D002244)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC11878947/full.md

## References

33 references — full list in the complete paper: https://tomesphere.com/paper/PMC11878947/full.md

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Source: https://tomesphere.com/paper/PMC11878947