Building energy optimization using Grey Wolf Optimizer (GWO)
Case Studies in Thermal Engineering, 2021 In the present research, the Grey Wolf Optimizer (GWO) was used to minimize the yearly energy consumption of an office building in Seattle weather conditions.
Mehdi Ghalambaz +2 more
doaj +2 more sources
Engineering oriented shape optimization of GHT-Bézier developable surfaces using a meta heuristic approach with CAD/CAM applications [PDF]
Scientific ReportsOptimization techniques are particularly useful when designing different free-form surfaces and manufacturing products in the engineering and CAD/CAM fields.
Samia BiBi +6 more
doaj +2 more sources
Application of grey wolf algorithm for solving engineering optimization problems [PDF]
Tehnika, 2021 This paper presents grey wolf optimization - GWO. After presenting the biological basis of GWO, it explains the method itself and then the main algorithms of the GWO method as well as their mathematical models.
Milenković Branislav N. +2 more
doaj +1 more source
Photovoltaic power prediction based on improved grey wolf algorithm optimized back propagation [PDF]
Archives of Electrical Engineering, 2023 At present, the back-propagation (BP) network algorithm widely used in the short-term output prediction of photovoltaic power stations has the disadvantage of ignoring meteorological factors and weather conditions in the input.
Ping He +4 more
doaj +1 more source
Eight-Figure Pattern for Enhancing the Searching Process of Grey Wolf Optimization (Eight-GWO)
Wasit Journal for Pure SciencesEvolutionary algorithms suffer significantly from a stack at the local optima. This paper proposes a new strategy that detects when the search gets stuck in a local optimum and then switches to a more dynamic approach to escape.
Lec. Ali Hakem Alsaeedi +3 more
doaj +2 more sources
Grey Wolf Optimization algorithm based on Cauchy-Gaussian mutation and improved search strategy
Scientific Reports, 2022 The traditional Grey Wolf Optimization algorithm (GWO) has received widespread attention due to features of strong convergence performance, few parameters, and easy implementation.
Kewen Li +4 more
doaj +1 more source
Grey wolf optimizer (GWO) for automated offshore crane design [PDF]
2016 IEEE Symposium Series on Computational Intelligence (SSCI), 2016 In this paper, a new meta-heuristic optimization algorithm called Grey Wolf Optimizer (GWO) is applied to offshore crane design. An offshore crane is a pedestal-mounted elevating and rotating lifting device used to transfer materials or personnel to or from marine vessels, barges and structures whereby the load can be moved horizontally in one or more ...
Hameed, Ibrahim +2 more
openaire +2 more sources
Improved Grey Wolf Optimization Algorithm Based on Hyperbolic Tangent Inertia Weight
IEEE Access, 2023 The Grey Wolf Optimization Algorithm (GWO) replicates the leadership and foraging mechanisms of the natural grey wolf and excels in solving problems in a variety of domains.
Weiming Lin
doaj +1 more source
IEEE Access, 2020 Grey wolf optimizer (GWO) is a new meta-heuristic algorithm. The GWO algorithm mimics the leadership hierarchy and hunting mechanism of grey wolves in nature. Three main stages of hunting include: encircling, tracking and attacking.
M. W. Guo +4 more
doaj +1 more source
Improved grey wolf algorithm for optimization problems [PDF]
, 2021 The grey wolf optimization (GWO) is a nature inspired and meta-heuristic algorithm, it has successfully solved many optimization problems and give better solution as compare to other algorithms.
Aamir, Muhammad +3 more
core +3 more sources