Catálogo de publicaciones - libros
Evolutionary Multiobjective Optimization: Theoretical Advances and Applications
Ajith Abraham ; Lakhmi Jain ; Robert Goldberg (eds.)
Resumen/Descripción – provisto por la editorial
No disponible.
Palabras clave – provistas por la editorial
No disponibles.
Disponibilidad
| Institución detectada | Año de publicación | Navegá | Descargá | Solicitá |
|---|---|---|---|---|
| No detectada | 2005 | SpringerLink |
Información
Tipo de recurso:
libros
ISBN impreso
978-1-85233-787-2
ISBN electrónico
978-1-84628-137-2
Editor responsable
Springer Nature
País de edición
Reino Unido
Fecha de publicación
2005
Información sobre derechos de publicación
© Springer-Verlag London Limited 2005
Cobertura temática
Tabla de contenidos
Multi-criteria Optimization of Finite State Automata: Maximizing Performance while Minimizing Description Length
Robert Goldberg; Natalie Hammerman
This chapter presents a new operator which, when added to a genetic algorithm (GA), improved the performance of the GA for locating optimal finite state automata. The new operator (termed MTF) reorganizes a finite state automaton (FSA) genome during the execution of the genetic algorithm. MTF systematically renames the states and m oves them t o the f ront of the genome. The operator was tested on the ant trail problem. Across different criteria (failure rate, processing time to locate a solution, number of generations needed to locate a solution), the MTF-enhanced GA realized speedups between 110% and 579% over the non-enhanced version. In addition, the successful FSAs found by the genetic algorithm augmented with MTF were 25% 46% smaller in size than those found by the original GA.
Pp. 255-271
Multiobjective Optimization of Space Structures under Static and Seismic Loading Conditions
Nikos D. Lagaros; Manolis Papadrakakis; Vagelis Plevris
This chapter presents a evolution strategies approach for multiobjective design optimization of structural problems such as space frames and multi-layered space trusses under static and seismic loading conditions. A rigorous approach and a simplified one with respect to the loading condition are implemented for finding optimal design of a structure under multiple objectives.
Palabras clave: Design Variable; Response Spectrum; Multiobjective Optimization; Seismic Loading; Multiobjective Optimization Problem.
Pp. 273-300