XTALOPT: An open-source evolutionary algorithm for crystal structure prediction

被引:276
作者
Lonie, David C. [1 ]
Zurek, Eva [1 ]
机构
[1] SUNY Buffalo, Dept Chem, Buffalo, NY 14260 USA
基金
美国国家科学基金会;
关键词
Structure prediction; Evolutionary algorithm; Genetic algorithm; Crystal structures; Titanium dioxide; INITIO MOLECULAR-DYNAMICS; TOTAL-ENERGY CALCULATIONS; WAVE BASIS-SET; GEOMETRY OPTIMIZATION; GENETIC ALGORITHMS; HIGH-PRESSURE; CLUSTERS; METALS; SIMULATION; PRINCIPLES;
D O I
10.1016/j.cpc.2010.07.048
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The implementation and testing of XTALOPT, an evolutionary algorithm for crystal structure prediction, is outlined. We present our new periodic displacement (ripple) operator which is ideally suited to extended systems. It is demonstrated that hybrid operators, which combine two pure operators, reduce the number of duplicate structures in the search. This allows for better exploration of the potential energy surface of the system in question, while simultaneously zooming in on the most promising regions. A continuous workflow, which makes better use of computational resources as compared to traditional generation based algorithms, is employed. Various parameters in XTALOPT are optimized using a novel benchmarking scheme. XTALOPT is available under the GNU Public License, has been interfaced with various codes commonly used to study extended systems, and has an easy to use, intuitive graphical interface. Program summary Program title: XTALOPT Catalogue identifier: AEGX_v1_0 Program summary URL: http://cpc.cs.qub.ac.uk/summaries/AEGX_v1_0.html Program obtainable from: CPC Program Library, Queen's University, Belfast, N. Ireland Licensing provisions: GPL v2.1 or later (1) No. of lines in distributed program, including test data, etc.: 36 849 No. of bytes in distributed program, including test data, etc.: 1 149 399 Distribution format: tar.gz Programming language: C++ Computer: PCs, workstations, or clusters Operating system: Linux Classification: 7.7 External routines: QT [2], OpenBabel [3], AVOGADRO [4], SPGLIB [8] and one of: VASP [5], PWSCF [6], GULP [7]. Nature of problem: Predicting the crystal structure of a system from its stoichiometry alone remains a grand challenge in computational materials science, chemistry, and physics. Solution method: Evolutionary algorithms are stochastic search techniques which use concepts from biological evolution in order to locate the global minimum on their potential energy surface. Our evolutionary algorithm, XTALOPT, is freely available to the scientific community for use and collaboration under the GNU Public License. Running time: User dependent. The program runs until stopped by the user. References: [1] http://www.gnu.org/licenses/gpl.html. [2] http://www.trolltech.com/. [3] http://openbabel.org/. [4] http://avogadro.openmolecules.net. [5] http://cms.mpi.univie.ac.at/vasp. [6] http://www.quantum-espresso.org. [7] https://www.ivec.org/gulp. [8] http://spglib.sourceforge.net. (c) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:372 / 387
页数:16
相关论文
共 56 条
[1]   A periodic genetic algorithm with real-space representation for crystal structure and polymorph prediction [J].
Abraham, N. L. ;
Probert, M. I. J. .
PHYSICAL REVIEW B, 2006, 73 (22)
[2]   Improved real-space genetic algorithm for crystal structure and polymorph prediction [J].
Abraham, N. L. ;
Probert, M. I. J. .
PHYSICAL REVIEW B, 2008, 77 (13)
[3]  
[Anonymous], AV DEV VERS
[4]  
[Anonymous], SPGLIB DEV VERS
[5]  
[Anonymous], QT CROSS PLATF APPL
[6]  
[Anonymous], OP BAB PACK DEV VERS
[7]   The low lying isomers of the copper nonamer cluster, Cu9 [J].
Assadollahzadeh, Behnam ;
Bunker, Philip R. ;
Schwerdtfeger, Peter .
CHEMICAL PHYSICS LETTERS, 2008, 451 (4-6) :262-269
[8]   A systematic search for minimum structures of small gold clusters Aun (n=2-20) and their electronic properties [J].
Assadollahzadeh, Behnam ;
Schwerdtfeger, Peter .
JOURNAL OF CHEMICAL PHYSICS, 2009, 131 (06)
[9]   Larger water clusters with edges and corners on their way to ice: Structural trends elucidated with an improved parallel evolutionary algorithm [J].
Bandow, Bernhard ;
Hartke, Bernd .
JOURNAL OF PHYSICAL CHEMISTRY A, 2006, 110 (17) :5809-5822
[10]   Interatomic potentials for strontium titanate:: An assessment of their transferability and comparison with density functional theory [J].
Benedek, Nicole A. ;
Chua, Alvin L. -S. ;
Elsaesser, Christian ;
Sutton, Adrian P. ;
Finnis, Mike W. .
PHYSICAL REVIEW B, 2008, 78 (06)