Related Experiment Video
Updated: Jan 10, 2026

Simulation of a Scaled Assembly Process with Collaboration of a Robotic Arm and Monitoring through a Vision System for Quality Control
Published on: August 29, 2025
Coopetitive Supply Chain Relationship Model: Application to the Smartphone Manufacturing Network
Jeremy Jie Ming Kwok1, Dong-Yup Lee2
1Department of Chemical and Biomolecular Engineering, National University of Singapore, Singapore, Singapore; Graduate School for Integrative Sciences and Engineering, National University of Singapore, Singapore, Singapore.
Abstract:
Previous researches for understanding supply chain relationship have mostly focused on its vertical collaboration between buyers and suppliers. However, there have been some instances of volatile and stable collaborative relationships amongst competitors such as Apple-Samsung product manufacturer-component supplier relationship and airline alliances, respectively, which is recognized as coopetition. Even though there have been several qualitative studies and a number of game theory models on coopetition, it is rare to find any attempts on quantitative characterization of such coopetitive dynamic behavior in supply chain relationship. Hence, in this work, we formulated a MINLP model mathematically representing coopetitive relationships in a cost efficient supply chain network. In particular, the coopetition factor was newly introduced to measure the degree of coopetition among supply chain players and determine the optimal level of coopetition to engage in. The utility and practicality of the model were strongly demonstrated using a case study of a hypothetical smartphone supply chain network under different scenarios, thus proposing their strategically viable optimal interactions. Therefore, this exploratory study can herald a new era of global coopetitive business.
Related Concept Videos
Steel Manufacturing
During this smelting process, limestone plays a crucial role by forming slag. Slag captures impurities within the molten iron, such...
Short-distance Transport of Resources
Stereotype Content Model
Simplified Synchronous Machine Model
In this model, each generator is connected to a...
Mechanistic Models: Overview of Compartment Models
Factorial Design

