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portada Multi-Objective Optimization of Mixed-Variable: Stochastic Systems Using Single-Objective Formulations
Type
Physical Book
Author
Publisher
Language
English
Pages
240
Format
Paperback
Dimensions
24.6x18.9x1.3 cm
Weight
0.44 kg.
ISBN13
9781288292042
Categories

Multi-Objective Optimization of Mixed-Variable: Stochastic Systems Using Single-Objective Formulations

Todd J. Paciencia (Author) · Biblioscholar · Paperback

Multi-Objective Optimization of Mixed-Variable: Stochastic Systems Using Single-Objective Formulations - Paciencia, Todd J.

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Synopsis "Multi-Objective Optimization of Mixed-Variable: Stochastic Systems Using Single-Objective Formulations"

Two new algorithms are presented for multi-objective optimization of mixed-variable, stochastic systems. Both are based off of prior algorithms, but combine those pre-exsting algorithms with several other methods, to include single-objective formulations, surrogates, n-dimensional visualizations, aspiration an reservation levels, and direct search methods. Results are shown for a test set of 13 problems, ranging from 2 to 8 objectives, and including non-convex, mixed-variable, and discontinuous problems.

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