Metaheuristics In Water Geotechnical And Transport Engineering

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Metaheuristics in Water, Geotechnical and Transport Engineering

Xin-She Yang,Amir Hossein Gandomi,Siamak Talatahari,Amir Hossein Alavi
Metaheuristics in Water Geotechnical and Transport Engineering Book PDF

Author : Xin-She Yang,Amir Hossein Gandomi,Siamak Talatahari,Amir Hossein Alavi
Publisher : Newnes
Page : 496 pages
File Size : 52,5 Mb
Release : 2012-12-31
Category : Technology & Engineering
ISBN : 9780123983176

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Metaheuristics in Water, Geotechnical and Transport Engineering by Xin-She Yang,Amir Hossein Gandomi,Siamak Talatahari,Amir Hossein Alavi Pdf

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

Proceedings of The 5th International Conference on Advances in Civil and Ecological Engineering Research

Chih-Huang Weng
Proceedings of The 5th International Conference on Advances in Civil and Ecological Engineering Research Book PDF

Author : Chih-Huang Weng
Publisher : Springer Nature
Page : 418 pages
File Size : 55,7 Mb
Release : 2023-10-01
Category : Technology & Engineering
ISBN : 9789819957163

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Proceedings of The 5th International Conference on Advances in Civil and Ecological Engineering Research by Chih-Huang Weng Pdf

This book presents select proceedings of the 5th International Conference on Advances in Civil and Ecological Engineering Research (ACEER 2023). The book covers a wide range of topics, including construction engineering and management hydraulic and hydrologic engineering, air quality and atmospheric pollution, ecological risk assessment and management, restoration and protection of environment, water pollution and treatment, and water recourses engineering. This book also covers state-of-the-art technologies in building sustainable city, resilient buildings, and sustainable issues in relating to civil engineering. It will be useful for researchers and engineers working in the field of civil and ecological engineering.

Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization

Ali Kaveh,Kiarash Biabani Hamedani
Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization Book PDF

Author : Ali Kaveh,Kiarash Biabani Hamedani
Publisher : Springer Nature
Page : 369 pages
File Size : 48,6 Mb
Release : 2022-09-17
Category : Technology & Engineering
ISBN : 9783031134296

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Advanced Metaheuristic Algorithms and Their Applications in Structural Optimization by Ali Kaveh,Kiarash Biabani Hamedani Pdf

The main purpose of the present book is to develop a general framework for population-based metaheuristics based on some basic concepts of set theory. The idea of the framework is to divide the population of individuals into subpopulations of identical sizes. Therefore, in each iteration of the search process, different subpopulations explore the search space independently but simultaneously. The framework aims to provide a suitable balance between exploration and exploitation during the search process. A few chapters containing algorithm-specific modifications of some state-of-the-art metaheuristics are also included to further enrich the book. The present book is addressed to those scientists, engineers, and students who wish to explore the potentials of newly developed metaheuristics. The proposed metaheuristics are not only applicable to structural optimization problems but can also be used for other engineering optimization applications. The book is likely to be of interest to a wide range of engineers and students who deal with engineering optimization problems.

Handbook of Genetic Programming Applications

Amir H. Gandomi,Amir H. Alavi,Conor Ryan
Handbook of Genetic Programming Applications Book PDF

Author : Amir H. Gandomi,Amir H. Alavi,Conor Ryan
Publisher : Springer
Page : 593 pages
File Size : 46,6 Mb
Release : 2015-11-06
Category : Computers
ISBN : 9783319208831

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Handbook of Genetic Programming Applications by Amir H. Gandomi,Amir H. Alavi,Conor Ryan Pdf

This contributed volume, written by leading international researchers, reviews the latest developments of genetic programming (GP) and its key applications in solving current real world problems, such as energy conversion and management, financial analysis, engineering modeling and design, and software engineering, to name a few. Inspired by natural evolution, the use of GP has expanded significantly in the last decade in almost every area of science and engineering. Exploring applications in a variety of fields, the information in this volume can help optimize computer programs throughout the sciences. Taking a hands-on approach, this book provides an invaluable reference to practitioners, providing the necessary details required for a successful application of GP and its branches to challenging problems ranging from drought prediction to trading volatility. It also demonstrates the evolution of GP through major developments in GP studies and applications. It is suitable for advanced students who wish to use relevant book chapters as a basis to pursue further research in these areas, as well as experienced practitioners looking to apply GP to new areas. The book also offers valuable supplementary material for design courses and computation in engineering.

Advances in Structural Engineering—Optimization

Sinan Melih Nigdeli,Gebrail Bekdaş,Aylin Ece Kayabekir,Melda Yucel
Advances in Structural Engineering Optimization Book PDF

Author : Sinan Melih Nigdeli,Gebrail Bekdaş,Aylin Ece Kayabekir,Melda Yucel
Publisher : Springer Nature
Page : 310 pages
File Size : 46,6 Mb
Release : 2020-12-04
Category : Technology & Engineering
ISBN : 9783030618483

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Advances in Structural Engineering—Optimization by Sinan Melih Nigdeli,Gebrail Bekdaş,Aylin Ece Kayabekir,Melda Yucel Pdf

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.

Applications of Flower Pollination Algorithm and its Variants

Nilanjan Dey
Applications of Flower Pollination Algorithm and its Variants Book PDF

Author : Nilanjan Dey
Publisher : Springer Nature
Page : 239 pages
File Size : 43,7 Mb
Release : 2021-03-17
Category : Technology & Engineering
ISBN : 9789813361041

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Applications of Flower Pollination Algorithm and its Variants by Nilanjan Dey Pdf

This book presents essential concepts of traditional Flower Pollination Algorithm (FPA) and its recent variants and also its application to find optimal solution for a variety of real-world engineering and medical problems. Swarm intelligence-based meta-heuristic algorithms are extensively implemented to solve a variety of real-world optimization problems due to its adaptability and robustness. FPA is one of the most successful swarm intelligence procedures developed in 2012 and extensively used in various optimization tasks for more than a decade. The mathematical model of FPA is quite straightforward and easy to understand and enhance, compared to other swarm approaches. Hence, FPA has attracted attention of researchers, who are working to find the optimal solutions in variety of domains, such as N-dimensional numerical optimization, constrained/unconstrained optimization, and linear/nonlinear optimization problems. Along with the traditional bat algorithm, the enhanced versions of FPA are also considered to solve a variety of optimization problems in science, engineering, and medical applications.

Sustainable Infrastructure: Breakthroughs in Research and Practice

Management Association, Information Resources
Sustainable Infrastructure Breakthroughs in Research and Practice Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1044 pages
File Size : 40,9 Mb
Release : 2019-11-01
Category : Technology & Engineering
ISBN : 9781799809494

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Sustainable Infrastructure: Breakthroughs in Research and Practice by Management Association, Information Resources Pdf

The continued growth of any nation depends largely on the development of their built infrastructures and communities. By creating stable infrastructures, countries can more easily thrive in competitive international markets. Sustainable Infrastructure: Breakthroughs in Research and Practice examines sustainable development through the lens of transportation, waste management, land use planning, and governance. Highlighting a range of topics such as sustainable development, transportation planning, and regional and urban infrastructure planning, this publication is an ideal reference source for engineers, planners, government officials, developers, policymakers, legislators, researchers, academicians, and graduate-level students seeking current research on the latest trends in sustainable infrastructure.

Automation and Computational Intelligence for Road Maintenance and Management

Hamzeh Zakeri,Fereidoon Moghadas Nejad,Amir H. Gandomi
Automation and Computational Intelligence for Road Maintenance and Management Book PDF

Author : Hamzeh Zakeri,Fereidoon Moghadas Nejad,Amir H. Gandomi
Publisher : John Wiley & Sons
Page : 548 pages
File Size : 53,5 Mb
Release : 2022-06-22
Category : Computers
ISBN : 9781119800668

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Automation and Computational Intelligence for Road Maintenance and Management by Hamzeh Zakeri,Fereidoon Moghadas Nejad,Amir H. Gandomi Pdf

Automation and Computational Intelligence for Road Maintenance and Management A comprehensive computational intelligence toolbox for solving problems in infrastructure management In Automation and Computational Intelligence for Road Maintenance and Management, a team of accomplished researchers delivers an incisive reference that covers the latest developments in computer technology infrastructure management. The book contains an overview of foundational and emerging technologies and methods in both automation and computational intelligence, as well as detailed presentations of specific methodologies. The distinguished authors emphasize the most recent advances in the maintenance and management of infrastructure robotics, automated inspection, remote sensing, and the applications of new and emerging computing technologies, including artificial intelligence, evolutionary computing, fuzzy logic, genetic algorithms, knowledge discovery and engineering, and more. Automation and Computational Intelligence for Road Maintenance and Management explores a universal synthesis of the cutting edge in parameters and indices to evaluate models. It also includes: Thorough introductions to management science and the latest methods of automation and the structure and framework of automation and computing intelligence Comprehensive explorations of advanced image processing techniques, recent advances in fuzzy, and diagnosis automation Practical discussions of segmentation and fragmentation and different types of features and feature extraction methods In-depth examinations of methods of classification along with various developed methodologies and models of quantification, evaluation, and indexing in automation Perfect for postgraduate students in road and transportation engineering, evaluation, and assessment, Automation and Computational Intelligence for Road Maintenance and Management will also earn a place in the libraries of researchers interested in or working with the evaluation and assessment of infrastructure.

Handbook of Whale Optimization Algorithm

Seyedali Mirjalili
Handbook of Whale Optimization Algorithm Book PDF

Author : Seyedali Mirjalili
Publisher : Elsevier
Page : 688 pages
File Size : 51,9 Mb
Release : 2023-11-24
Category : Computers
ISBN : 9780323953641

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Handbook of Whale Optimization Algorithm by Seyedali Mirjalili Pdf

Handbook of Whale Optimization Algorithm: Variants, Hybrids, Improvements, and Applications provides the most in-depth look at an emerging meta-heuristic that has been widely used in both science and industry. Whale Optimization Algorithm has been cited more than 5000 times in Google Scholar, thus solving optimization problems using this algorithm requires addressing a number of challenges including multiple objectives, constraints, binary decision variables, large-scale search space, dynamic objective function, and noisy parameters to name a few. This handbook provides readers with in-depth analysis of this algorithm and existing methods in the literature to cope with such challenges. The authors and editors also propose several improvements, variants and hybrids of this algorithm. Several applications are also covered to demonstrate the applicability of methods in this book. Provides in-depth analysis of equations, mathematical models and mechanisms of the Whale Optimization Algorithm Proposes different variants of the Whale Optimization Algorithm to solve binary, multiobjective, noisy, dynamic and combinatorial optimization problems Demonstrates how to design, develop and test different hybrids of Whale Optimization Algorithm Introduces several application areas of the Whale Optimization Algorithm, focusing on sustainability Includes source code from applications and algorithms that is available online

Big Data in Engineering Applications

Sanjiban Sekhar Roy,Pijush Samui,Ravinesh Deo,Stavros Ntalampiras
Big Data in Engineering Applications Book PDF

Author : Sanjiban Sekhar Roy,Pijush Samui,Ravinesh Deo,Stavros Ntalampiras
Publisher : Springer
Page : 384 pages
File Size : 46,5 Mb
Release : 2018-05-02
Category : Technology & Engineering
ISBN : 9789811084768

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Big Data in Engineering Applications by Sanjiban Sekhar Roy,Pijush Samui,Ravinesh Deo,Stavros Ntalampiras Pdf

This book presents the current trends, technologies, and challenges in Big Data in the diversified field of engineering and sciences. It covers the applications of Big Data ranging from conventional fields of mechanical engineering, civil engineering to electronics, electrical, and computer science to areas in pharmaceutical and biological sciences. This book consists of contributions from various authors from all sectors of academia and industries, demonstrating the imperative application of Big Data for the decision-making process in sectors where the volume, variety, and velocity of information keep increasing. The book is a useful reference for graduate students, researchers and scientists interested in exploring the potential of Big Data in the application of engineering areas.

Computational Intelligence for Water and Environmental Sciences

Omid Bozorg-Haddad,Babak Zolghadr-Asli
Computational Intelligence for Water and Environmental Sciences Book PDF

Author : Omid Bozorg-Haddad,Babak Zolghadr-Asli
Publisher : Springer Nature
Page : 547 pages
File Size : 53,5 Mb
Release : 2022-07-08
Category : Technology & Engineering
ISBN : 9789811925191

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Computational Intelligence for Water and Environmental Sciences by Omid Bozorg-Haddad,Babak Zolghadr-Asli Pdf

This book provides a comprehensive yet fresh perspective for the cutting-edge CI-oriented approaches in water resources planning and management. The book takes a deep dive into topics like meta-heuristic evolutionary optimization algorithms (e.g., GA, PSA, etc.), data mining techniques (e.g., SVM, ANN, etc.), probabilistic and Bayesian-oriented frameworks, fuzzy logic, AI, deep learning, and expert systems. These approaches provide a practical approach to understand and resolve complicated and intertwined real-world problems that often imposed serious challenges to traditional deterministic precise frameworks. The topic caters to postgraduate students and senior researchers who are interested in computational intelligence approach to issues stemming from water and environmental sciences.

Modeling and Simulation of Environmental Systems

Satya Prakash Maurya,Akhilesh Kumar Yadav,Ramesh Singh
Modeling and Simulation of Environmental Systems Book PDF

Author : Satya Prakash Maurya,Akhilesh Kumar Yadav,Ramesh Singh
Publisher : CRC Press
Page : 391 pages
File Size : 53,6 Mb
Release : 2022-08-24
Category : Mathematics
ISBN : 9781000626636

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Modeling and Simulation of Environmental Systems by Satya Prakash Maurya,Akhilesh Kumar Yadav,Ramesh Singh Pdf

This book presents an overview of modeling and simulation of environmental systems via diverse research problems and pertinent case studies. It is divided into four parts covering sustainable water resources modeling, air pollution modeling, Internet of Things (IoT) based applications in environmental systems, and future algorithms and conceptual frameworks in environmental systems. Each of the chapters demonstrate how the models, indicators, and ecological processes could be applied directly in the environmental sub-disciplines. It includes range of concepts and case studies focusing on a holistic management approach at the global level for environmental practitioners. Features: Covers computational approaches as applied to problems of air and water pollution domain. Delivers generic methods of modeling with spatio-temporal analyses using soft computation and programming paradigms. Includes theoretical aspects of environmental processes with their complexity and programmable mathematical approaches. Adopts a realistic approach involving formulas, algorithms, and techniques to establish mathematical models/computations. Provides a pathway for real-time implementation of complex modeling problem formulations including case studies. This book is aimed at researchers, professionals and graduate students in Environmental Engineering, Computational Engineering/Computer Science, Modeling/Simulation, Environmental Management, Environmental Modeling and Operations Research.

Recent Developments in Metaheuristics

Lionel Amodeo,El-Ghazali Talbi,Farouk Yalaoui
Recent Developments in Metaheuristics Book PDF

Author : Lionel Amodeo,El-Ghazali Talbi,Farouk Yalaoui
Publisher : Springer
Page : 496 pages
File Size : 54,9 Mb
Release : 2017-09-18
Category : Business & Economics
ISBN : 9783319582535

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Recent Developments in Metaheuristics by Lionel Amodeo,El-Ghazali Talbi,Farouk Yalaoui Pdf

This book highlights state-of-the-art developments in metaheuristics research. It examines all aspects of metaheuristic research including new algorithmic developments, applications, new research challenges, theoretical developments, implementation issues, in-depth experimental studies. The book is divided into two sections. Part I is focused on new optimization and modeling techniques based on metaheuristics. The chapters in this section cover topics from multi-objective problems with fuzzy data with triangular-valued objective functions, to hyper-heuristics optimization methodology, designing genetic algorithms, and also the cuckoo search algorithm. The techniques described help to enhance the usability and increase the potential of metaheuristic algorithms. Part II showcases advanced metaheuristic approaches to solve real-life applications issues. This includes an examination of scheduling, the vehicle routing problem, multimedia sensor network, supplier selection, bin packing, objects tracking, and radio frequency identification. In the fields covered in the chapters are of high-impact applications of metaheuristics. The chapters offer innovative applications of metaheuristics that have a potential of widening research frontiers. Altogether, this book offers a comprehensive look at how researchers are currently using metaheuristics in different domains of design and application.

Water Management and Sustainability in Asia

Nor Eliza Alias,Mohd Ridza Mohd Haniffah,Sobri Harun
Water Management and Sustainability in Asia Book PDF

Author : Nor Eliza Alias,Mohd Ridza Mohd Haniffah,Sobri Harun
Publisher : Emerald Group Publishing
Page : 224 pages
File Size : 53,6 Mb
Release : 2021-07-12
Category : Technology & Engineering
ISBN : 9781800711143

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Water Management and Sustainability in Asia by Nor Eliza Alias,Mohd Ridza Mohd Haniffah,Sobri Harun Pdf

Water Management and Sustainability in Asia covers topics related to water resources management, including multi- and interdisciplinary research on flood, soil infiltration, contaminants, sediment, water quality, hydrological modelling, and water resources systems.

Intelligent and Safe Computer Systems in Control and Diagnostics

Zdzislaw Kowalczuk
Intelligent and Safe Computer Systems in Control and Diagnostics Book PDF

Author : Zdzislaw Kowalczuk
Publisher : Springer Nature
Page : 456 pages
File Size : 41,6 Mb
Release : 2022-08-31
Category : Technology & Engineering
ISBN : 9783031161599

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Intelligent and Safe Computer Systems in Control and Diagnostics by Zdzislaw Kowalczuk Pdf

The main subject matter of the book is related to the demands of research and industrial centers for diagnostics, monitoring, and decision-making systems that result from the increasing complexity of automation and systems, the need to ensure the highest level of reliability and safety, and continuing research and the development of innovative approaches to fault diagnosis. Most welcome are combinations of domains of engineering knowledge for diagnosis, including detection, isolation, localization, identification, reconfiguration, and fault-tolerant control. This field is open to new challenges, including industrial diagnostics, diagnostics of computer systems and networks, as well as non-industrial applications in the form of medical diagnostics, especially those based on artificial intelligence and deep neural networks. Our community is mainly interested in the following six topics: fault detection, isolation, and identification (FDI); (ii) fault-tolerant control systems; (iii) process safety, quality, and reliability; (iv) medical diagnostics; as well as (v) methodologies based on mathematical modeling, parameter identification and state estimation, qualitative models, statistical and signal processing, artificial intelligence, fuzzy logic and rough sets, expert systems, neural networks; and (vi) industrial applications of diagnostics in fault-tolerant problems, safety, monitoring and alarming, quality control, computer systems and networks, diagnostic software, software reliability, medicine and therapy, environment protection, production control, and other industries such as chemistry, electronics, and power systems. The book is divided into six parts: (I) Artificial Intelligence in Medicine; (II) Cybersecurity; (III) Artificial Neural Networks; (IV) Fault Detection; (V) Systems Modeling; and (VI) Adaptive, Robust and FTC Systems.