An efficient swarm intelligence approach to the optimization on high-dimensional solutions with cross-dimensional constraints, with applications in supply chain management
Journal
Frontiers in computational neuroscience
Journal Volume
18
Date Issued
2024
Author(s)
Liu, Hsin-Ping
Phoa, Frederick Kin Hing
Chen-Burger, Yun-Heh
SHAU-PING LIN
Abstract
The Swarm Intelligence Based (SIB) method has widely been applied to efficient optimization in many fields with discrete solution domains. E-commerce raises the importance of designing suitable selling strategies, including channel- and direct sales, and the mix of them, but researchers in this field seldom employ advanced metaheuristic techniques in their optimization problem due to the complexities caused by the high-dimensional problems and cross-dimensional constraints.
Subjects
CPU parallelization; selling scheme; supply chain management; swarm intelligence; tensor-type particle
Type
journal article