Title :
Solving numerical equations of hydraulic problems using particle swarm optimization
Author :
Krohling, Renato A. ; Knidel, Helder ; Shi, Yuhui
Author_Institution :
Departamento de Engenharia Eletrica, Univ. Fed. do Espirito Santo, Vitoria, Brazil
fDate :
6/24/1905 12:00:00 AM
Abstract :
This paper describes how to solve numerical equations of hydraulic problems that involve the calculation of free and forced channels. The problem is modeled by using the Manning equation. This equation allows the calculation of outflows, inclination of the channels, roughness, loss of energy and other parameters that are a function of the geometry of the channels. Since this equation presents high non-linearity, it is very difficult, if not impossible, to find a closed solution. We propose an alternative approach to obtain solution by using particle swarm optimization (PSO)
Keywords :
artificial life; computational fluid dynamics; evolutionary computation; Manning equation; channel inclination; evolutionary computation; forced channels; free channels; geometry; hydraulic problems; numerical equation solving; outflows; particle swarm optimization; roughness; Acceleration; Computational modeling; Embedded system; Evolutionary computation; Genetic programming; Geometry; Laser sintering; Nonlinear equations; Particle swarm optimization; Particle tracking;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1004496