5 papers
A theoretical framework and some promising findings of grey wolf optimizer, part II: global convergence analysis
Haoxin Wang, Libao Shi
This paper proposes a theoretical framework of the grey wolf optimizer (GWO) based on several interesting theoretical findings, involving sampling distribution, order-1 and order-2…
A theoretical framework and some promising findings of grey wolf optimizer, part I: analytical model of sampling distribution and stability analysis
Haoxin Wang, Libao Shi
This paper proposes a theoretical framework of the grey wolf optimizer (GWO) based on several interesting theoretical findings, involving sampling distribution, order-1 and order-2…
A Bare Bones Grey Wolf Optimizer for Global Numerical Optimization
Haoxin Wang, Libao Shi
In order to better understand and analyze the currently widely used population-based metaheuristic optimization algorithms, , this paper proposes a novel computational intelligence…
A Solution Strategy to the Unit Commitment Problem Incorporating Manifold Uncertainties
Fang Zhai, Libao Shi
The widespread uncertainties have made the interaction between wind power and power grid more complicated and difficult to model and handle. This paper proposes an approach for the…
An Analytical Probabilistic Expression for Modeling Sum of Spatial-dependent Wind Power Output
Libao Shi, Yang Pan, Yixin Ni
Applying probability-related knowledge to accurately explore and exploit the inherent uncertainty of wind power output is one of the key issues that need to be solved urgently in t…