scholarly journals Deterministic global optimization algorithm based on outer approximation for the parameter estimation of nonlinear dynamic biological systems

2012 ◽  
Vol 13 (1) ◽  
pp. 90 ◽  
Author(s):  
Anton Miró ◽  
Carlos Pozo ◽  
Gonzalo Guillén-Gosálbez ◽  
Jose A Egea ◽  
Laureano Jiménez
Keyword(s):  
Global Optimization ◽  
Parameter Estimation ◽  
Optimization Algorithm ◽  
Nonlinear Dynamic ◽  
Biological Systems ◽  
Outer Approximation ◽  
Deterministic Global Optimization ◽  
Global Optimization Algorithm

Differential simulated annealing: a robust and efficient global optimization algorithm for parameter estimation of biological networks

2014 ◽  
Vol 10 (6) ◽  
pp. 1385-1392 ◽  
Author(s):  
Ziwei Dai ◽  
Luhua Lai
Keyword(s):  
Global Optimization ◽  
Parameter Estimation ◽  
Simulated Annealing ◽  
Optimization Algorithm ◽  
Biological Networks ◽  
Efficient Global Optimization ◽  
Global Optimization Algorithm ◽  
Large Networks

DSA outperformed five other algorithms in parameter estimation of 95 biological networks and showed significant advantage in large networks.

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