A versatile multi-objective FLUKA optimization using Genetic Algorithms

被引：0

作者：

Vlachoudis, Vasilis ^{[1
]}

Antoniucci, Guido Arnau ^{[1
]}

Mathot, Serge ^{[1
]}

Kozlowska, Wioletta Sandra ^{[1
,2
]}

Vretenar, Maurizio ^{[3
]}

机构：

[1] CERN, Dept EN, CH-1211 Geneva, Switzerland

[2] Med Univ Vienna, Vienna, Austria

[3] CERN, Accelerator & Technol Sect, CH-1211 Geneva, Switzerland

来源：

ICRS-13 & RPSD-2016, 13TH INTERNATIONAL CONFERENCE ON RADIATION SHIELDING & 19TH TOPICAL MEETING OF THE RADIATION PROTECTION AND SHIELDING DIVISION OF THE AMERICAN NUCLEAR SOCIETY - 2016 | 2017年 / 153卷

关键词：

D O I：

10.1051/epjconf/201715306004

中图分类号：

TL [原子能技术]; O571 [原子核物理学];

学科分类号：

0827 ; 082701 ;

摘要：

Quite often Monte Carlo simulation studies require a multi phase-space optimization, a complicated task, heavily relying on the operator experience and judgment. Examples of such calculations are shielding calculations with stringent conditions in the cost, in residual dose, material properties and space available, or in the medical field optimizing the dose delivered to a patient under a hadron treatment. The present paper describes our implementation inside flair[1] the advanced user interface of FLUKA[2,3] of a multi-objective Genetic Algorithm[Erreur ! Source du renvoi introuvable.] to facilitate the search for the optimum solution.

引用

页数：6

共 50 条

[41] Multi-Objective Optimization of PID Controller Based on the Genetic Algorithms
Song, Xiaodong
Liu, Hongwei
Yue, Zijiao
INTERNATIONAL CONFERENCE ON ELECTRONIC AND ELECTRICAL ENGINEERING (CEEE 2014), 2014, : 649 - 656
[42] Multi-objective dynamic optimization with genetic algorithms for automatic parking
Maravall, Dario
de Lope, Javier
SOFT COMPUTING, 2007, 11 (03) : 249 - 257
[43] Ant-Genetic Algorithms Based on Multi-Objective Optimization
Wei, Xianmin
2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 1815 - 1818
[44] Network planning multi-objective optimization based on genetic algorithms
Li, Xiang
Tang, Hengjian
Tan, Wei
PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 143 - 147
[45] Multi-Objective Genetic Algorithms for Trajectory Optimization of Space Manipulator
Liu, Zhengxiong
Huang, Panfeng
Yan, Jie
Liu, Gang
ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6, 2009, : 2801 - +
[46] Image Enhancement Using Multi-objective Genetic Algorithms
Bhandari, Dinabandhu
Murthy, C. A.
Pal, Sankar K.
PATTERN RECOGNITION AND MACHINE INTELLIGENCE, PROCEEDINGS, 2009, 5909 : 309 - 314
[47] Multi-objective rule mining using genetic algorithms
Ghosh, A
Nath, B
INFORMATION SCIENCES, 2004, 163 (1-3) : 123 - 133
[48] Multi-objective topology optimization using evolutionary algorithms
Kunakote, Tawatchai
Bureerat, Sujin
ENGINEERING OPTIMIZATION, 2011, 43 (05) : 541 - 557
[49] Robustness in multi-objective optimization using evolutionary algorithms
Gaspar-Cunha, A.
Covas, J. A.
COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2008, 39 (01) : 75 - 96
[50] Robustness in multi-objective optimization using evolutionary algorithms
A. Gaspar-Cunha
J. A. Covas
Computational Optimization and Applications, 2008, 39 : 75 - 96

← 1 2 3 4 5 →