Applications
Economic Dispatching using PSO and Nested PSO
Study economic dispatch in MATLAB with PSO and nested PSO, generator limits, prohibited zones, transmission losses, and plant-selection costs.
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9 results for “Particle Swarm Optimization”
Applications
p-Hub Location Allocation Problem in MATLAB
Model hub location and allocation in MATLAB with PSO, discounted inter-hub transport, opening costs, and a variable number of open hubs.
Applications
Optimal Robot Path Planning Using PSO in MATLAB
Plan a 2D robot path in MATLAB with PSO, spline handle points, circular obstacles, sampled path lengths, and obstacle-violation penalties.
Applications
Optimal Inventory Control using PSO in MATLAB
Plan integer order quantities in MATLAB with PSO or Firefly search, inventory balances, purchasing and holding costs, and storage-capacity penalties.
Applications
Facility Layout Design using PSO in MATLAB
Design a facility layout in MATLAB with PSO, block positions and rotations, material-flow costs, clearance gaps, and overlap penalties.
Applications
Quadratic Assignment Problem (QAP) Using GA, PSO and FA in MATLAB
Solve a quadratic assignment example in MATLAB with GA, PSO, or Firefly search, including permutation encoding and weighted facility-location costs.
Applications
Bin Packing Problem using GA, PSO, FA, and IWO
Solve bin packing in MATLAB with GA, PSO, Firefly, or Invasive Weed Optimization, using a shared separator encoding and capacity penalties.
Applications
Minimum Spanning Tree using PSO, ICA and FA
Study graph encoding in MATLAB with PSO, ICA, and Firefly search for a minimum spanning tree, and compare the result with an exact baseline.
Applications
Classic and Intelligent Portfolio Optimization in MATLAB
Explore portfolio optimization in MATLAB with mean-variance, MAD, and CVaR models, plus PSO, ICA, NSGA-II, and SPEA2 implementations.