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|Title:||Impacts of supplier knowledge sharing competences and production capacities on radical innovative product sourcing|
Particle swarm optimization
|Source:||Eng, S.W.L., Chew, E.P., Lee, L.H. (2014-01-01). Impacts of supplier knowledge sharing competences and production capacities on radical innovative product sourcing. European Journal of Operational Research 232 (1) : 41-51. ScholarBank@NUS Repository. https://doi.org/10.1016/j.ejor.2013.06.031|
|Abstract:||An effective sourcing strategy leads to cost savings and value added collaborations. For radical innovative product sourcing (RIPS), the exact nature and demand of products are highly uncertain. As such, knowledge sharing competences and production capacities of potential suppliers are prerequisite capabilities. The main aim is to investigate the impacts of these considerations on sourcing strategies through the development of two optimization models. Under the assumptions of single product sourcing, single period time window, uncertain demand and stochastic supply, KKT conditions are used to solve a simplified nonlinear optimization model analytically. The model is then expanded and particle swarm optimization is used to solve numerically the number of suppliers, order quantities and the level of relationship investments that maximize the value of sourcing. Through extensive scenario and sensitivity analyses, we provide some key insights. © 2013 Elsevier B.V. All rights reserved.|
|Source Title:||European Journal of Operational Research|
|Appears in Collections:||Staff Publications|
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