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particle swarm

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Model Perspective
Model Perspective
Dec 25, 2022 · Operations

How Quantum Particle Swarm Optimizes Cold-Chain Logistics Networks

Using a nonlinear mixed-integer programming model and a quantum-behaved particle swarm optimization algorithm, this study designs and solves the cold-chain logistics network for fresh agricultural products, determining optimal locations for pre-cooling stations and distribution centers while minimizing construction and transportation costs.

Supply Chaincold chain logisticsmixed integer programming
0 likes · 14 min read
How Quantum Particle Swarm Optimizes Cold-Chain Logistics Networks
Model Perspective
Model Perspective
Oct 2, 2022 · Artificial Intelligence

Modeling Human Growth with Heuristic Algorithms: Simulated Annealing, GA, PSO

When multivariate functions are hard to solve analytically, heuristic methods such as simulated annealing, genetic algorithms, particle swarm and bee algorithms—drawn from physical and biological processes—can approximate optimal solutions and even simulate complex phenomena like a student’s multidimensional development over time.

genetic algorithmheuristic algorithmsmodeling
0 likes · 3 min read
Modeling Human Growth with Heuristic Algorithms: Simulated Annealing, GA, PSO