Cuckoo Search: A new nature-inspired optimization method for phase equilibrium calculations

被引：79
作者：
Bhargavaa, V. [1 ]
Fateen, S. E. K. [2 ]
Bonilla-Petriciolet, A. [3 ]
机构：
[1] Indian Inst Technol Kharagpur, Dept Chem Engn, Kharagpur, W Bengal, India
[2] Cairo Univ, Dept Chem Engn, Cairo, Egypt
[3] Inst Tecnol Aguascalientes, Dept Chem Engn, Aguascalientes 20256, Mexico
来源：
FLUID PHASE EQUILIBRIA | 2013年 / 337卷
关键词：
Phase equilibrium; Phase stability analysis; Chemical equilibrium; Cuckoo Search; Stochastic global optimization; GIBBS FREE-ENERGY; PARTICLE SWARM OPTIMIZATION; EQUATION-OF-STATE; GLOBAL OPTIMIZATION; STABILITY ANALYSIS; DIFFERENTIAL EVOLUTION; CUBIC EQUATIONS; HOMOTOPY-CONTINUATION; TABU SEARCH; MINIMIZATION;
D O I：
10.1016/j.fluid.2012.09.018
中图分类号：
O414.1 [热力学];
学科分类号：
摘要：
In this study, Cuckoo Search is introduced for performing phase equilibrium and stability calculations for the first time. Cuckoo Search is a population-based method that mimics the reproduction strategy of cuckoos. This meta-heuristics have been successfully used for solving some engineering design and optimization problems with promising results. However, this emerging optimization method has not been applied in chemical engineering problems including thermodynamic calculations. This study reports the application of Cuckoo Search and its modified version for phase equilibrium and stability calculations in both reactive and non-reactive systems. Performance of this nature-inspired optimization method has been analyzed using several phase stability, phase equilibrium and reactive phase equilibrium problems. Results show that Cuckoo Search offers a reliable performance for solving these thermodynamic calculations and is better than other meta-heuristics previously applied in phase equilibrium modeling. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码：191 / 200
页数：10
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