An Improved NSGA-II Algorithm for the Optimization of IMRT Inverse ...
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Abstract: An improved NSGA-II algorithm is applied to the optimization of inverse planning in intensity modulated radiation treatment (IMRT).
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What is the NSGA II algorithm?
What is inverse planning radiotherapy?
A new method of hybrid algorithm was proposed for the optimization of the hybrid optimization of reverse planning, which was based on L-BFGS algorithm and ...
We apply the NSGA-II algorithm and its controlled elitist version NSGA-IIc for the intensity modulated beam radiotherapy dose optimization problem.
The presented algorithm does iteratively apply an underlying algorithm for beam profile optimization, based on a quadratic objective function with voxel- ...
Aug 15, 2023 · An improved NSGA-II (INSGA-II) algorithm is proposed in this research, which uses the fast non-dominated ranking method for multiple optimization objectives.
Missing: IMRT Inverse
A method named approaching genetic algorithm (AGA) is introduced to automatically select the beam angles for intensity-modulated radiotherapy (IMRT) planning.
Mar 14, 2022 · This paper formulates the FMOP into a three-objective optimization problem, and proposes a conjugate gradient-assisted multi-objective evolutionary algorithm ( ...
A discrete differential evolution with local search particle swarm optimization to direct angle and aperture optimization in IMRT treatment planning problem.
The aim of. NSGA-II based optimization algorithm is to provide a representative set of non-dominated solutions for problems where many conflicting objectives ...
Missing: Improved | Show results with:Improved
For fast obtaining diverse high-quality radiotherapy plans, this paper formulates the FMOP into a three-objective optimization problem, and proposes a conjugate ...