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Advances in Structural Engineering—Optimization: Emerging Trends in Structural Optimization

✍ Scribed by Sinan Melih Nigdeli, Gebrail Bekdaş, Aylin Ece Kayabekir, Melda Yucel

Publisher
Springer International Publishing;Springer
Year
2021
Tongue
English
Leaves
317
Series
Studies in Systems, Decision and Control 326
Edition
1st ed.
Category
Library
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✦ Synopsis

This book is an up-to-date source for computation applications of optimization, prediction via artificial intelligence methods, and evaluation of metaheuristic algorithm with different structural applications. As the current interest of researcher, metaheuristic algorithms are a high interest topic area since advance and non-optimized problems via mathematical methods are challenged by the development of advance and modified algorithms. The artificial intelligence (AI) area is also important in predicting optimum results by skipping long iterative optimization processes. The machine learning used in generation of AI models also needs optimum results of metaheuristic-based approaches.

This book is a great source to researcher, graduate students, and bachelor students who gain project about structural optimization. Differently from the academic use, the chapter that emphasizes different scopes and methods can take the interest and help engineer working in design and production of structural engineering projects.


✦ Table of Contents

Front Matter ....Pages i-viii
Developments on Metaheuristic-Based Optimization in Structural Engineering (Aylin Ece Kayabekir, Gebrail Bekdaş, Sinan Melih Nigdeli)....Pages 1-22
Artificial Intelligence and Machine Learning with Reflection for Structural Engineering: A Review (Melda Yücel, Sinan Melih Nigdeli, Gebrail Bekdaş)....Pages 23-72
Design Optimization of Multi-objective Structural Engineering Problems Via Artificial Bee Colony Algorithm (Serdar Carbas, Deniz Ustun, Abdurrahim Toktas)....Pages 73-98
Optimal Parameter Identification of Fuzzy Controllers in Nonlinear Buildings Based on Seismic Hazard Analysis Using Tribe-Charged System Search (Siamak Talatahari, Mahdi Azizi)....Pages 99-132
Current Trends in the Optimization Approaches for Optimal Structural Control (Maziar Fahimi Farzam, Himan Hojat Jalali, Seyyed Ali Mousavi Gavgani, Aylin Ece Kayabekir, Gebrail Bekdaş)....Pages 133-179
The Effect of SSI and Impulsive Motions on Optimum Active Controlled MDOF Structure (Serdar Ulusoy, Sinan Melih Nigdeli, Gebrail Bekdaş)....Pages 181-198
Metaheuristic Algorithms for Optimal Design of Truss Structures (Ali Mortazavi, Vedat Togan)....Pages 199-220
Total Potential Optimization Using Hybrid Metaheuristics: A Tunnel Problem Solved via Plane Stress Members (Yusuf Cengiz Toklu, Gebrail Bekdaş, Aylin Ece Kayabekir, Sinan Melih Nigdeli, Melda Yücel)....Pages 221-236
Buckling Analysis and Stacking Sequence Optimization of Symmetric Laminated Composite Plates (Celal Cakiroglu, Gebrail Bekdaş)....Pages 237-248
Sustainable Optimum Design of RC Retaining Walls: The Influence of Structural Material and Surrounding Soil Properties (Zülal Akbay Arama, Aylin Ece Kayabekir, Gebrail Bekdaş)....Pages 249-297
Statistical Evaluation of Metaheuristic Algorithm: An Optimum Reinforced Concrete T-beam Problem (Aylin Ece Kayabekir, Müge Nigdeli)....Pages 299-310

✦ Subjects

Engineering; Computational Intelligence; Civil Engineering

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