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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
  • Pages : 484
  • ISBN : 0123982960
  • Language : En, Es, Fr & De
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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

Metaheuristic Applications in Structures and Infrastructures

Metaheuristic Applications in Structures and Infrastructures
1. Metaheuristic Algorithms in Modeling and Optimization

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

  • Publisher : Elsevier Inc. Chapters
  • Release : 2013-01-31
  • Pages : 568
  • ISBN : 0128066245
  • Language : En, Es, Fr & De
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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
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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.

Earthquake Geotechnical Engineering for Protection and Development of Environment and Constructions

Earthquake Geotechnical Engineering for Protection and Development of Environment and Constructions
Proceedings of the 7th International Conference on Earthquake Geotechnical Engineering, (ICEGE 2019), June 17-20, 2019, Rome, Italy

by Francesco Silvestri,Nicola Moraci

  • Publisher : CRC Press
  • Release : 2019-10-22
  • Pages : 5946
  • ISBN : 0429633505
  • Language : En, Es, Fr & De
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Earthquake Geotechnical Engineering for Protection and Development of Environment and Constructions contains invited, keynote and theme lectures and regular papers presented at the 7th International Conference on Earthquake Geotechnical Engineering (Rome, Italy, 17-20 June 2019. The contributions deal with recent developments and advancements as well as case histories, field monitoring, experimental characterization, physical and analytical modelling, and applications related to the variety of environmental phenomena induced by earthquakes in soils and their effects on engineered systems interacting with them. The book is divided in the sections below: Invited papers Keynote papers Theme lectures Special Session on Large Scale Testing Special Session on Liquefact Projects Special Session on Lessons learned from recent earthquakes Special Session on the Central Italy earthquake Regular papers Earthquake Geotechnical Engineering for Protection and Development of Environment and Constructions provides a significant up-to-date collection of recent experiences and developments, and aims at engineers, geologists and seismologists, consultants, public and private contractors, local national and international authorities, and to all those involved in research and practice related to Earthquake Geotechnical Engineering.

Handbook of Genetic Programming Applications

Handbook of Genetic Programming Applications
A Book

by Amir H. Gandomi,Amir H. Alavi,Conor Ryan

  • Publisher : Springer
  • Release : 2015-11-06
  • Pages : 593
  • ISBN : 3319208837
  • Language : En, Es, Fr & De
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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.

Applications of Flower Pollination Algorithm and its Variants

Applications of Flower Pollination Algorithm and its Variants
A Book

by Nilanjan Dey

  • Publisher : Springer Nature
  • Release : 2021-05-13
  • Pages : 239
  • ISBN : 9813361042
  • Language : En, Es, Fr & De
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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.

Big Data in Engineering Applications

Big Data in Engineering Applications
A Book

by Sanjiban Sekhar Roy,Pijush Samui,Ravinesh Deo,Stavros Ntalampiras

  • Publisher : Springer
  • Release : 2018-05-02
  • Pages : 384
  • ISBN : 9811084769
  • Language : En, Es, Fr & De
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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.

Handbook of Research on Smart Computing for Renewable Energy and Agro-Engineering

Handbook of Research on Smart Computing for Renewable Energy and Agro-Engineering
A Book

by Kharchenko, Valeriy,Vasant, Pandian

  • Publisher : IGI Global
  • Release : 2019-12-06
  • Pages : 537
  • ISBN : 1799812170
  • Language : En, Es, Fr & De
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The rise in population and the concurrently growing consumption rate necessitates the evolution of agriculture to adopt current computational technologies to increase production at a faster and smoother scale. While existing technologies may help in crop processing, there is a need for studies that seek to understand how modern approaches like artificial intelligence, fuzzy logic, and hybrid algorithms can aid the agricultural process while utilizing energy sources efficiently. The Handbook of Research on Smart Computing for Renewable Energy and Agro-Engineering is an essential publication that examines the benefits and barriers of implementing computational models to agricultural production and energy sources as well as how these models can produce more cost-effective and sustainable solutions. Featuring coverage on a wide range of topics such as bacterial foraging, swarm intelligence, and combinatorial optimization, this book is ideally designed for agricultural engineers, farmers, municipal union leaders, computer scientists, information technologists, sustainable developers, managers, environmentalists, industry professionals, academicians, researchers, and students.

Advances in Neural Networks – ISNN 2019

Advances in Neural Networks – ISNN 2019
16th International Symposium on Neural Networks, ISNN 2019, Moscow, Russia, July 10–12, 2019, Proceedings

by Huchuan Lu,Huajin Tang,Zhanshan Wang

  • Publisher : Springer
  • Release : 2019-06-26
  • Pages : 483
  • ISBN : 3030227960
  • Language : En, Es, Fr & De
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This two-volume set LNCS 11554 and 11555 constitutes the refereed proceedings of the 16th International Symposium on Neural Networks, ISNN 2019, held in Moscow, Russia, in July 2019. The 111 papers presented in the two volumes were carefully reviewed and selected from numerous submissions. The papers were organized in topical sections named: Learning System, Graph Model, and Adversarial Learning; Time Series Analysis, Dynamic Prediction, and Uncertain Estimation; Model Optimization, Bayesian Learning, and Clustering; Game Theory, Stability Analysis, and Control Method; Signal Processing, Industrial Application, and Data Generation; Image Recognition, Scene Understanding, and Video Analysis; Bio-signal, Biomedical Engineering, and Hardware.

Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering

Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering
A Book

by Samui, Pijush

  • Publisher : IGI Global
  • Release : 2015-11-30
  • Pages : 617
  • ISBN : 1466694807
  • Language : En, Es, Fr & De
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Recent developments in information processing systems have driven the advancement of computational methods in the engineering realm. New models and simulations enable better solutions for problem-solving and overall process improvement. The Handbook of Research on Advanced Computational Techniques for Simulation-Based Engineering is an authoritative reference work representing the latest scholarly research on the application of computational models to improve the quality of engineering design. Featuring extensive coverage on a range of topics from various engineering disciplines, including, but not limited to, soft computing methods, comparative studies, and hybrid approaches, this book is a comprehensive reference source for students, professional engineers, and researchers interested in the application of computational methods for engineering design.

Water Management and Sustainability in Asia

Water Management and Sustainability in Asia
A Book

by Nor Eliza Alias,Mohd Ridza Mohd Haniffah,Sobri Harun

  • Publisher : Emerald Group Publishing
  • Release : 2021-07-12
  • Pages : 312
  • ISBN : 180071114X
  • Language : En, Es, Fr & De
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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.

Adaptation and Hybridization in Computational Intelligence

Adaptation and Hybridization in Computational Intelligence
A Book

by Iztok Fister,Iztok Fister Jr.

  • Publisher : Springer
  • Release : 2015-01-24
  • Pages : 237
  • ISBN : 3319144006
  • Language : En, Es, Fr & De
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This carefully edited book takes a walk through recent advances in adaptation and hybridization in the Computational Intelligence (CI) domain. It consists of ten chapters that are divided into three parts. The first part illustrates background information and provides some theoretical foundation tackling the CI domain, the second part deals with the adaptation in CI algorithms, while the third part focuses on the hybridization in CI. This book can serve as an ideal reference for researchers and students of computer science, electrical and civil engineering, economy, and natural sciences that are confronted with solving the optimization, modeling and simulation problems. It covers the recent advances in CI that encompass Nature-inspired algorithms, like Artificial Neural networks, Evolutionary Algorithms and Swarm Intelligence –based algorithms.

Smart Cities as a Solution for Reducing Urban Waste and Pollution

Smart Cities as a Solution for Reducing Urban Waste and Pollution
A Book

by Hua, Goh Bee

  • Publisher : IGI Global
  • Release : 2016-06-20
  • Pages : 362
  • ISBN : 152250303X
  • Language : En, Es, Fr & De
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The exponential growth of urban settings has led to an increase in pollutants and waste management issues around the world. As the environment continues to falter under the weight of these pressing issues, it has become increasingly imperative to develop new technologies and methodologies that have the potential to improve the overall sustainability and cleanliness of these cities. Smart Cities as a Solution for Reducing Urban Waste and Pollution examines emergent research on smart innovations within built urban environments. Featuring best practices and theoretical frameworks, as well as potential issues in the implementation of smart and green technology in urban settings, this publication is a vital reference source for graduate students, researchers, academics, engineers, architects, facility managers, and government officials.

Congress on Intelligent Systems

Congress on Intelligent Systems
Proceedings of CIS 2020, Volume 2

by Harish Sharma

  • Publisher : Springer Nature
  • Release : 2021
  • Pages : 329
  • ISBN : 9813369841
  • Language : En, Es, Fr & De
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Applications of Bat Algorithm and its Variants

Applications of Bat Algorithm and its Variants
A Book

by Nilanjan Dey,V. Rajinikanth

  • Publisher : Springer Nature
  • Release : 2020-06-09
  • Pages : 172
  • ISBN : 9811550972
  • Language : En, Es, Fr & De
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This book highlights essential concepts in connection with the traditional bat algorithm and its recent variants, as well as its application to find optimal solutions for a variety of real-world engineering and medical problems. Today, swarm intelligence-based meta-heuristic algorithms are extensively being used to address a wide range of real-world optimization problems due to their adaptability and robustness. Developed in 2009, the bat algorithm (BA) is one of the most successful swarm intelligence procedures, and has been used to tackle optimization tasks for more than a decade. The BA’s mathematical model is quite straightforward and easy to understand and enhance, compared to other swarm approaches. Hence, it has attracted the attention of researchers who are working to find optimal solutions in a diverse range of domains, such as N-dimensional numerical optimization, constrained/unconstrained optimization and linear/nonlinear optimization problems. Along with the traditional BA, its enhanced versions are now also being used to solve optimization problems in science, engineering and medical applications around the globe.

Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management

Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management
A Book

by Hamou, Reda Mohamed

  • Publisher : IGI Global
  • Release : 2017-12-15
  • Pages : 429
  • ISBN : 1522530053
  • Language : En, Es, Fr & De
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In the digital age, modern society is exposed to high volumes of multimedia information. In efforts to optimize this information, there are new and emerging methods of information retrieval and knowledge management leading to higher efficiency and a deeper understanding of this data. The Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management is a critical scholarly resource that examines bio-inspired classes that solve computer problems. Featuring coverage on a broad range of topics such as big data analytics, bioinformatics, and black hole optimization, this book is geared towards academicians, practitioners, and researchers seeking current research on the use of biomimicry in information and knowledge management.

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
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ASEE ... Profiles of Engineering & Engineering Technology Colleges

ASEE ... Profiles of Engineering & Engineering Technology Colleges
A Book

by Anonim

  • Publisher : Unknown Publisher
  • Release : 1998
  • Pages : 329
  • ISBN : 9876543210XXX
  • Language : En, Es, Fr & De
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Music-Inspired Harmony Search Algorithm

Music-Inspired Harmony Search Algorithm
Theory and Applications

by Zong Woo Geem

  • Publisher : Springer
  • Release : 2009-02-19
  • Pages : 206
  • ISBN : 3642001858
  • Language : En, Es, Fr & De
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Calculus has been used in solving many scientific and engineering problems. For optimization problems, however, the differential calculus technique sometimes has a drawback when the objective function is step-wise, discontinuous, or multi-modal, or when decision variables are discrete rather than continuous. Thus, researchers have recently turned their interests into metaheuristic algorithms that have been inspired by natural phenomena such as evolution, animal behavior, or metallic annealing. This book especially focuses on a music-inspired metaheuristic algorithm, harmony search. Interestingly, there exists an analogy between music and optimization: each musical instrument corresponds to each decision variable; musical note corresponds to variable value; and harmony corresponds to solution vector. Just like musicians in Jazz improvisation play notes randomly or based on experiences in order to find fantastic harmony, variables in the harmony search algorithm have random values or previously-memorized good values in order to find optimal solution.