Download Metaheuristic Applications in Structures and Infrastructures Ebook PDF

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
A Book

by Amir Hossein Gandomi,Xin-She Yang,Siamak Talatahari,Amir Hossein Alavi

  • Publisher : Newnes
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0123983797
  • Language : En, Es, Fr & De
GET BOOK

Due to an ever-decreasing supply in raw materials and stringent constraints on conventional energy sources, demand for lightweight, efficient and low-cost structures has become crucially important in modern engineering design. This requires engineers to search for optimal and robust design options to address design problems that are commonly large in scale and highly nonlinear, making finding solutions challenging. In the past two decades, metaheuristic algorithms have shown promising power, efficiency and versatility in solving these difficult optimization problems. This book examines the latest developments of metaheuristics and their applications in structural engineering, construction engineering and earthquake engineering, offering practical case studies as examples to demonstrate real-world applications. Topics cover a range of areas within engineering, including big bang-big crunch approach, genetic algorithms, genetic programming, harmony search, swarm intelligence and some other metaheuristic methods. Case studies include structural identification, vibration analysis and control, topology optimization, transport infrastructure design, design of reinforced concrete, performance-based design of structures and smart pavement management. With its wide range of everyday problems and solutions, Metaheursitic Applications in Structures and Infrastructures can serve as a supplementary text for design courses and computation in engineering as well as a reference for researchers and engineers in metaheuristics, optimization in civil engineering and computational intelligence. Review of the latest development of metaheuristics in engineering. Detailed algorithm descriptions with focus on practical implementation. Uses practical case studies as examples and applications.

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
3. Particle Swarm Optimization in Civil Infrastructure Systems: State-of-the-Art Review

by Kasthurirangan Gopalakrishnan

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066261
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
22. Large-Scale Maintenance Optimization Problems for Civil Infrastructure Systems

by Sehyun Tak,Sunghoon Kim,Hwasoo Yeo

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066458
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
2. A Review on Traditional and Modern Structural Optimization: Problems and Techniques

by Mohammed Ghasem Sahab,Vassili V. Toropov,Amir Hossein Gandomi

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066253
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
17. Optimum Performance-Based Seismic Design of Frames Using Metaheuristic Optimization Algorithms

by Siamak Talatahari

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066407
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
4. Evolution Strategies-Based Metaheuristics in Structural Design Optimization

by Chara Ch. Mitropoulou,Yiannis Fourkiotis,Nikos D. Lagaros,Matthew G. Karlaftis

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 012806627X
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
19. An Evolutionary Divide-and-Conquer Strategy for Structural Identification

by Chan Ghee Koh,Thanh N. Trinh

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066423
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
12. Evolutionary Path-Dependent Damper Optimization for Variable Building Stiffness Distributions

by Izuru Takewaki,Kohei Fujita

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066350
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
9. Truss Weight Minimization Using Hybrid Harmony Search and Big Bang–Big Crunch Algorithms

by Luciano Lamberti,Carmine Pappalettere

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066326
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
5. Multidisciplinary Design and Optimization Methods

by Parviz Mohammad Zadeh,Mohadeseh Alsadat Sadat Shirazi

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066288
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
16. Structural Optimization for Frequency Constraints

by Gholizadeh Saeed

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066393
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
23. Metaheuristic Applications in Bridge Infrastructure Maintenance Scheduling Considering Stochastic Aspects of Deterioration

by Manoj K. Jha,Monique Head,Shobeir Pirayeh Gar

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066466
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
14. Optimization of Tuned Mass Damper with Harmony Search

by Gebrail Bekdaş,Sinan Melih Nigdeli

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066377
  • Language : En, Es, Fr & De
GET BOOK

Metaheuristics in Water, Geotechnical and Transport Engineering

Metaheuristics in Water, Geotechnical and Transport Engineering
A Book

by Xin-She Yang,Amir Hossein Gandomi,Siamak Talatahari,Amir Hossein Alavi

  • Publisher : Newnes
  • Release : 2012-12-31
  • Pages : 496
  • ISBN : 0123983177
  • Language : En, Es, Fr & De
GET BOOK

Due to an ever-decreasing supply in raw materials and stringent constraints on conventional energy sources, demand for lightweight, efficient and low cost structures has become crucially important in modern engineering design. This requires engineers to search for optimal and robust design options to address design problems that are often large in scale and highly nonlinear, making finding solutions challenging. In the past two decades, metaheuristic algorithms have shown promising power, efficiency and versatility in solving these difficult optimization problems. This book examines the latest developments of metaheuristics and their applications in water, geotechnical and transport engineering offering practical case studies as examples to demonstrate real world applications. Topics cover a range of areas within engineering, including reviews of optimization algorithms, artificial intelligence, cuckoo search, genetic programming, neural networks, multivariate adaptive regression, swarm intelligence, genetic algorithms, ant colony optimization, evolutionary multiobjective optimization with diverse applications in engineering such as behavior of materials, geotechnical design, flood control, water distribution and signal networks. This book can serve as a supplementary text for design courses and computation in engineering as well as a reference for researchers and engineers in metaheursitics, optimization in civil engineering and computational intelligence. Provides detailed descriptions of all major metaheuristic algorithms with a focus on practical implementation Develops new hybrid and advanced methods suitable for civil engineering problems at all levels Appropriate for researchers and advanced students to help to develop their work

Metaheuristics and Optimization in Civil Engineering

Metaheuristics and Optimization in Civil Engineering
A Book

by Xin-She Yang,Gebrail Bekdaş,Sinan Melih Nigdeli

  • Publisher : Springer
  • Release : 2015-12-10
  • Pages : 302
  • ISBN : 3319262459
  • Language : En, Es, Fr & De
GET BOOK

This timely book deals with a current topic, i.e. the applications of metaheuristic algorithms, with a primary focus on optimization problems in civil engineering. The first chapter offers a concise overview of different kinds of metaheuristic algorithms, explaining their advantages in solving complex engineering problems that cannot be effectively tackled by traditional methods, and citing the most important works for further reading. The remaining chapters report on advanced studies on the applications of certain metaheuristic algorithms to specific engineering problems. Genetic algorithm, bat algorithm, cuckoo search, harmony search and simulated annealing are just some of the methods presented and discussed step by step in real-application contexts, in which they are often used in combination with each other. Thanks to its synthetic yet meticulous and practice-oriented approach, the book is a perfect guide for graduate students, researchers and professionals willing to applying metaheuristic algorithms in civil engineering and other related engineering fields, such as mechanical, transport and geotechnical engineering. It is also a valuable aid for both lectures and advanced engineering students.

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures
A Book

by George Deodatis,Bruce R. Ellingwood,Dan M. Frangopol

  • Publisher : CRC Press
  • Release : 2014-02-10
  • Pages : 1112
  • ISBN : 1315884887
  • Language : En, Es, Fr & De
GET BOOK

Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures contains the plenary lectures and papers presented at the 11th International Conference on STRUCTURAL SAFETY AND RELIABILITY (ICOSSAR2013, New York, NY, USA, 16-20 June 2013), and covers major aspects of safety, reliability, risk and life-cycle performance of str

Structural Health Monitoring of Large Civil Engineering Structures

Structural Health Monitoring of Large Civil Engineering Structures
A Book

by Hua-Peng Chen

  • Publisher : John Wiley & Sons
  • Release : 2018-01-29
  • Pages : 328
  • ISBN : 1119166632
  • Language : En, Es, Fr & De
GET BOOK

A critical review of key developments and latest advances in Structural Health Monitoring technologies applied to civil engineering structures, covering all aspects required for practical application Structural Health Monitoring (SHM) provides the facilities for in-service monitoring of structural performance and damage assessment, and is a key element of condition based maintenance and damage prognosis. This comprehensive book brings readers up to date on the most important changes and advancements in the structural health monitoring technologies applied to civil engineering structures. It covers all aspects required for such monitoring in the field, including sensors and networks, data acquisition and processing, damage detection techniques and damage prognostics techniques. The book also includes a number of case studies showing how the techniques can be applied in the development of sustainable and resilient civil infrastructure systems. Structural Health Monitoring of Large Civil Engineering Structures offers in-depth chapter coverage of: Sensors and Sensing Technology for Structural Monitoring; Data Acquisition, Transmission, and Management; Structural Damage Identification Techniques; Modal Analysis of Civil Engineering Structures; Finite Element Model Updating; Vibration Based Damage Identification Methods; Model Based Damage Assessment Methods; Monitoring Based Reliability Analysis and Damage Prognosis; and Applications of SHM Strategies to Large Civil Structures. Presents state-of-the-art SHM technologies allowing asset managers to evaluate structural performance and make rational decisions Covers all aspects required for the practical application of SHM Includes case studies that show how the techniques can be applied in practice Structural Health Monitoring of Large Civil Engineering Structures is an ideal book for practicing civil engineers, academics and postgraduate students studying civil and structural engineering.

Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering

Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering
A Book

by Kim, Dookie,Sekhar Roy, Sanjiban,Länsivaara, Tim,Deo, Ravinesh,Samui, Pijush

  • Publisher : IGI Global
  • Release : 2018-06-15
  • Pages : 618
  • ISBN : 1522547673
  • Language : En, Es, Fr & De
GET BOOK

The disciplines of science and engineering rely heavily on the forecasting of prospective constraints for concepts that have not yet been proven to exist, especially in areas such as artificial intelligence. Obtaining quality solutions to the problems presented becomes increasingly difficult due to the number of steps required to sift through the possible solutions, and the ability to solve such problems relies on the recognition of patterns and the categorization of data into specific sets. Predictive modeling and optimization methods allow unknown events to be categorized based on statistics and classifiers input by researchers. The Handbook of Research on Predictive Modeling and Optimization Methods in Science and Engineering is a critical reference source that provides comprehensive information on the use of optimization techniques and predictive models to solve real-life engineering and science problems. Through discussions on techniques such as robust design optimization, water level prediction, and the prediction of human actions, this publication identifies solutions to developing problems and new solutions for existing problems, making this publication a valuable resource for engineers, researchers, graduate students, and other professionals.

Critical Excitation Methods in Earthquake Engineering

Critical Excitation Methods in Earthquake Engineering
A Book

by Izuru Takewaki

  • Publisher : Butterworth-Heinemann
  • Release : 2013-06-03
  • Pages : 400
  • ISBN : 0080994296
  • Language : En, Es, Fr & De
GET BOOK

After the March 11, 2011, earthquake in Japan, there is overwhelming interest in worst-case analysis, including the critical excitation method. Nowadays, seismic design of structures performed by any seismic code is based on resisting previous natural earthquakes. Critical Excitation Methods in Earthquake Engineering, 2e, develops a new framework for modeling design earthquake loads for inelastic structures. The 2e, includes three new chapters covering the critical excitation problem for multi-component input ground motions, and that for elastic-plastic structures in a more direct way are incorporated and discussed in more depth. Finally, the problem of earthquake resilience of super high-rise buildings is discussed from broader viewpoints. Solves problems of earthquake resilience of super high-rise buildings Three new chapters on critical excitation problem for multi-component input ground motions Includes numerical examples of one and two-story models

Search and Optimization by Metaheuristics

Search and Optimization by Metaheuristics
Techniques and Algorithms Inspired by Nature

by Ke-Lin Du,M. N. S. Swamy

  • Publisher : Birkhäuser
  • Release : 2016-07-20
  • Pages : 434
  • ISBN : 3319411926
  • Language : En, Es, Fr & De
GET BOOK

This textbook provides a comprehensive introduction to nature-inspired metaheuristic methods for search and optimization, including the latest trends in evolutionary algorithms and other forms of natural computing. Over 100 different types of these methods are discussed in detail. The authors emphasize non-standard optimization problems and utilize a natural approach to the topic, moving from basic notions to more complex ones. An introductory chapter covers the necessary biological and mathematical backgrounds for understanding the main material. Subsequent chapters then explore almost all of the major metaheuristics for search and optimization created based on natural phenomena, including simulated annealing, recurrent neural networks, genetic algorithms and genetic programming, differential evolution, memetic algorithms, particle swarm optimization, artificial immune systems, ant colony optimization, tabu search and scatter search, bee and bacteria foraging algorithms, harmony search, biomolecular computing, quantum computing, and many others. General topics on dynamic, multimodal, constrained, and multiobjective optimizations are also described. Each chapter includes detailed flowcharts that illustrate specific algorithms and exercises that reinforce important topics. Introduced in the appendix are some benchmarks for the evaluation of metaheuristics. Search and Optimization by Metaheuristics is intended primarily as a textbook for graduate and advanced undergraduate students specializing in engineering and computer science. It will also serve as a valuable resource for scientists and researchers working in these areas, as well as those who are interested in search and optimization methods.