Algorithms for Variable-Size Optimization
Applications in Space Systems and Renewable Energy
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ISBN-13:
9780367723453
Veröffentl:
2022
Erscheinungsdatum:
15.10.2022
Seiten:
218
Autor:
Ossama Abdelkhalik
Gewicht:
327 g
Format:
234x156x12 mm
Sprache:
Englisch
Beschreibung:
This book focuses on systems architecture optimization. The first two parts are a concise presentation for classical optimization methods. Part three presents recent advances in systems architecture optimization. Part four outlines detailed engineering applications.
Preface. SECTION I: BACKGROUND AND MOTIVATION. Introduction and Background. Modeling Examples of Variable-Size Design Space Problems. SECTION II: CLASSICAL OPTIMIZATION. Fundamentals and Core Algorithms. Unconstrained Optimization. Constrained Optimization. SECTION III: VARIABLE-SIZE DESIGN SPACE OPTIMIZATION. Hidden Genes Genetic Algorithms. Structured Chromosome Genetic Algorithms. Dynamic-Size Multiple Population Genetic Algorithms. SECTION IV: APPLICATIONS. Space Trajectory Optimization. Optimization of Wave Energy Converters.
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