Selection of intensity modulated radiation therapy treatment beam directions using radial basis functions within a pattern search methods framework

DOI10.1007/s10898-012-0002-5zbMath1282.90242OpenAlexW2047580629WikidataQ57861707 ScholiaQ57861707MaRDI QIDQ386480

M. C. Lopes, B. C. Ferreira, Joana Dias, Humberto Rocha

Publication date: 9 December 2013

Published in: Journal of Global Optimization (Search for Journal in Brave)

Full work available at URL: http://hdl.handle.net/10316/44640

zbMATH Keywords

radial basis functionspattern search methodsintensity modulated radiation therapybeam angle optimization

Mathematics Subject Classification ID

Applications of mathematical programming (90C90) Derivative-free methods and methods using generalized derivatives (90C56)

Related Items (8)

A genetic algorithm with neural network fitness function evaluation for IMRT beam angle optimization ⋮ Learning target-based preferences through additive models: an application in radiotherapy treatment planning ⋮ An automated treatment planning strategy for highly noncoplanar radiotherapy arc trajectories ⋮ An automated bi‐level optimization approach for IMRT ⋮ Beam angle optimization in IMRT: are we really optimizing what matters? ⋮ Using MCDA to evaluate the performance of the logistics process in public hospitals: the case of a Brazilian teaching hospital ⋮ An Initialization Strategy for High-Dimensional Surrogate-Based Expensive Black-Box Optimization ⋮ A stochastic approach to full inverse treatment planning for charged-particle therapy

Uses Software

• Matlab
• PSwarm
• CERR

Cites Work

• Computational enhancements to fluence map optimization for total marrow irradiation using IMRT
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• Neighborhood search approaches to non-coplanar beam orientation optimization for total marrow irradiation using IMRT
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• Integer programming applied to intensity-modulated radiation therapy treatment planning
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• Beam selection in radiotherapy design
• Iterative solution methods for beam angle and fluence map optimization in intensity modulated radiation therapy planning
• An Optimization Framework for Conformal Radiation Treatment Planning
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• Pattern Search Methods for User-Provided Points: Application to Molecular Geometry Problems
• Benchmarking Derivative-Free Optimization Algorithms
• A Column Generation Approach to Radiation Therapy Treatment Planning Using Aperture Modulation
• A Simplex Method for Function Minimization
• Theory of Positive Linear Dependence
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