Metaheuristic Algorithms And Neural Networks In Hydrology

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Metaheuristic Algorithms and Neural Networks in Hydrology

Author : Kuok King Kuok
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1036408051
Total Pages : 231 pages
Book Rating : 4.0/5 (364 download)

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Book Synopsis Metaheuristic Algorithms and Neural Networks in Hydrology by : Kuok King Kuok

Download or read book Metaheuristic Algorithms and Neural Networks in Hydrology written by Kuok King Kuok and published by Cambridge Scholars Publishing. This book was released on 2024-08-28 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book summarizes the latest research and developments related to the application of nature-inspired metaheuristic algorithms coupled with artificial neural networks (ANNs) in hydrology. The book covers the theoretical foundations, models and methods, structure, frameworks and analysis of applying novel ANNs in hydrology. It starts with the introduction of ANNs as a black box model, followed by the coupling of various metaheuristic algorithms with ANNs to form novel neural network models for solving real-world problems in hydrology, including Particle Swarm Optimization (PSO) for rainfall-runoff modeling, Bat Optimization (Bat) and Cuckoo Search Optimization (CSO) for future rainfall prediction, the Whale Optimization Algorithm (WOA) and Salp Swarm Optimization (SSO) for future water level prediction, Grey Wolf Optimization (GWO), Multi-Verse Optimization (MVO), the Sine Cosine Algorithm (SCA) and the Hybrid Sine Cosine and Fitness Dependent Optimizer (SC-FDO) for imputing missing rainfall data.

METAHEURISTIC ALGORITHMS AND NEURAL NETWORKS IN HYDROLOGY.

Author :
Publisher :
ISBN 13 : 9781036408046
Total Pages : 0 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis METAHEURISTIC ALGORITHMS AND NEURAL NETWORKS IN HYDROLOGY. by :

Download or read book METAHEURISTIC ALGORITHMS AND NEURAL NETWORKS IN HYDROLOGY. written by and published by . This book was released on 2024 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nature-Inspired Methods for Metaheuristics Optimization

Author : Fouad Bennis
Publisher : Springer Nature
ISBN 13 : 3030264580
Total Pages : 503 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Nature-Inspired Methods for Metaheuristics Optimization by : Fouad Bennis

Download or read book Nature-Inspired Methods for Metaheuristics Optimization written by Fouad Bennis and published by Springer Nature. This book was released on 2020-01-17 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers together a set of chapters covering recent development in optimization methods that are inspired by nature. The first group of chapters describes in detail different meta-heuristic algorithms, and shows their applicability using some test or real-world problems. The second part of the book is especially focused on advanced applications and case studies. They span different engineering fields, including mechanical, electrical and civil engineering, and earth/environmental science, and covers topics such as robotics, water management, process optimization, among others. The book covers both basic concepts and advanced issues, offering a timely introduction to nature-inspired optimization method for newcomers and students, and a source of inspiration as well as important practical insights to engineers and researchers.

Use of Meta-Heuristic Techniques in Rainfall-Runoff Modelling

Author : Kwok-wing Chau
Publisher : MDPI
ISBN 13 : 3038423262
Total Pages : 259 pages
Book Rating : 4.0/5 (384 download)

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Book Synopsis Use of Meta-Heuristic Techniques in Rainfall-Runoff Modelling by : Kwok-wing Chau

Download or read book Use of Meta-Heuristic Techniques in Rainfall-Runoff Modelling written by Kwok-wing Chau and published by MDPI. This book was released on 2018-07-10 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Use of Meta-Heuristic Techniques in Rainfall-Runoff Modelling" that was published in Water

Advanced Metaheuristic Methods in Big Data Retrieval and Analytics

Author : Bouarara, Hadj Ahmed
Publisher : IGI Global
ISBN 13 : 1522573399
Total Pages : 340 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Advanced Metaheuristic Methods in Big Data Retrieval and Analytics by : Bouarara, Hadj Ahmed

Download or read book Advanced Metaheuristic Methods in Big Data Retrieval and Analytics written by Bouarara, Hadj Ahmed and published by IGI Global. This book was released on 2018-11-02 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: The amount of data shared and stored on the web and other document repositories is steadily on the rise. Unfortunately, this growth increases inefficiencies and difficulties when trying to find the most relevant and up-to-date information due to unstructured data. Advanced Metaheuristic Methods in Big Data Retrieval and Analytics examines metaheuristic techniques as an important alternative model for solving complex problems that are not treatable by deterministic methods. Recent studies suggest that IR and biomimicry can be used together for several application problems in big data and internet of things, especially when conventional methods would be too expensive or difficult to implement. Featuring coverage on a broad range of topics such as ontology, plagiarism detection, and machine learning, this book is ideally designed for engineers, graduate students, IT professionals, and academicians seeking an overview of new trends in information retrieval in big data.

Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques

Author : H. Fujita
Publisher : IOS Press
ISBN 13 : 1643680137
Total Pages : 770 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques by : H. Fujita

Download or read book Advancing Technology Industrialization Through Intelligent Software Methodologies, Tools and Techniques written by H. Fujita and published by IOS Press. This book was released on 2019-09-17 with total page 770 pages. Available in PDF, EPUB and Kindle. Book excerpt: Software has become ever more crucial as an enabler, from daily routines to important national decisions. But from time to time, as society adapts to frequent and rapid changes in technology, software development fails to come up to expectations due to issues with efficiency, reliability and security, and with the robustness of methodologies, tools and techniques not keeping pace with the rapidly evolving market. This book presents the proceedings of SoMeT_19, the 18th International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques, held in Kuching, Malaysia, from 23–25 September 2019. The book explores new trends and theories that highlight the direction and development of software methodologies, tools and techniques, and aims to capture the essence of a new state of the art in software science and its supporting technology, and to identify the challenges that such a technology will have to master. The book also investigates other comparable theories and practices in software science, including emerging technologies, from their computational foundations in terms of models, methodologies, and tools. The 56 papers included here are divided into 5 chapters: Intelligent software systems design and techniques in software engineering; Machine learning techniques for software systems; Requirements engineering, software design and development techniques; Software methodologies, tools and techniques for industry; and Knowledge science and intelligent computing. This comprehensive overview of information systems and research projects will be invaluable to all those whose work involves the assessment and solution of real-world software problems.

Metaheuristic Applications in Structures and Infrastructures

Author : Xin-She Yang
Publisher : Newnes
ISBN 13 : 0123983797
Total Pages : 577 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Metaheuristic Applications in Structures and Infrastructures by : Xin-She Yang

Download or read book Metaheuristic Applications in Structures and Infrastructures written by Xin-She Yang and published by Newnes. This book was released on 2013-01-31 with total page 577 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Handbook of HydroInformatics

Author : Saeid Eslamian
Publisher : Elsevier
ISBN 13 : 0128219521
Total Pages : 422 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Handbook of HydroInformatics by : Saeid Eslamian

Download or read book Handbook of HydroInformatics written by Saeid Eslamian and published by Elsevier. This book was released on 2022-12-06 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of HydroInformatics Volume III: Water Data Management Best Practices presents the latest and most updated data processing techniques that are fundamental to Water Science and Engineering disciplines. These include a wide range of the new methods that are used in hydro-modeling such as Atmospheric Teleconnection Pattern, CONUS-Scale Hydrologic Modeling, Copula Function, Decision Support System, Downscaling Methods, Dynamic System Modeling, Economic Impacts and Models, Geostatistics and Geospatial Frameworks, Hydrologic Similarity Indices, Hydropower/Renewable Energy Models, Sediment Transport Dynamics Advanced Models, Social Data Mining, and Wavelet Transforms. This volume is an example of true interdisciplinary work. The audience includes postgraduates and above interested in Water Science, Geotechnical Engineering, Soil Science, Civil Engineering, Chemical Engineering, Computer Engineering, Engineering, Applied Science, Earth and Geoscience, Atmospheric Science, Geography, Environment Science, Natural Resources, Mathematical Science, and Social Sciences. It is a fully comprehensive handbook which provides all the information needed related to the best practices for managing water data. - Contributions from global experts in the fields of data management research, climate change and resilience, insufficient data problem, etc. - Thorough applied examples and case studies in each chapter, providing the reader with real world scenarios for comparison. - Includes a wide range of new methods that are used in hydro-modeling, with step-by-step guides on how to use them.

Metaheuristics for Machine Learning

Author : Mansour Eddaly
Publisher : Springer Nature
ISBN 13 : 9811938881
Total Pages : 231 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Metaheuristics for Machine Learning by : Mansour Eddaly

Download or read book Metaheuristics for Machine Learning written by Mansour Eddaly and published by Springer Nature. This book was released on 2023-03-13 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using metaheuristics to enhance machine learning techniques has become trendy and has achieved major successes in both supervised (classification and regression) and unsupervised (clustering and rule mining) problems. Furthermore, automatically generating programs via metaheuristics, as a form of evolutionary computation and swarm intelligence, has now gained widespread popularity. This book investigates different ways of integrating metaheuristics into machine learning techniques, from both theoretical and practical standpoints. It explores how metaheuristics can be adapted in order to enhance machine learning tools and presents an overview of the main metaheuristic programming methods. Moreover, real-world applications are provided for illustration, e.g., in clustering, big data, machine health monitoring, underwater sonar targets, and banking.

Optimization Algorithms

Author : Mykhaylo Andriychuk
Publisher : BoD – Books on Demand
ISBN 13 : 1837691800
Total Pages : 244 pages
Book Rating : 4.8/5 (376 download)

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Book Synopsis Optimization Algorithms by : Mykhaylo Andriychuk

Download or read book Optimization Algorithms written by Mykhaylo Andriychuk and published by BoD – Books on Demand. This book was released on 2024-07-10 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: Optimization Algorithms - Classics and Last Advances is devoted to developing algorithm theory and exploring the use of different optimization algorithms for solving various problems in pure science, applied physics, and information technology. The book consists of two sections. The first focuses on developing abstract algorithms with subsequent applications to real-world optimization problems. It discusses optimization problems based on partial differential equations, canonical polyadic decomposition, variational approach, and ant colony optimization, which are discussed here. The second section presents problems related to optimization in information technologies. Chapters in this section address the utilization of optimization algorithms to solve problems of reducing computation time and computer memory, reducing kernel mechanism processing time in multimedia authoring tools, arranging access optimization for special applications, and minimizing resources for solving vehicle routing problems.

Geospatial Science for Smart Land Management

Author : Walter Timo de Vries
Publisher : CRC Press
ISBN 13 : 100099645X
Total Pages : 458 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Geospatial Science for Smart Land Management by : Walter Timo de Vries

Download or read book Geospatial Science for Smart Land Management written by Walter Timo de Vries and published by CRC Press. This book was released on 2023-12-22 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Responsible land distribution in Asia, with ever-increasing limitations in space, requires the use of smart technologies, sophisticated models, intelligent algorithms, and big data repositories. This book presents new land management perspectives and fit-for-purpose, flexible, dynamic, and effective solutions for land management and land administration problems. Written by global experts from different Asian countries, including China, India, Indonesia, Iran, Japan, South Korea, Thailand, Vietnam, etc., all these cases demonstrate how and why the uptake of geospatial technologies is booming and how to handle land scarcity and competing spatial interests in both urban and rural areas in Asia. FEATURES Summarizes trends of geospatial technologies in Asia Describes and applies leading-edge geospatial models Explains fit-for-purpose digital land administration Provides case studies and examples that include the use of smart land management tools Helps readers advance their understanding of geospatial and land management science Truly an interdisciplinary book, this text is a practical guide for an array of readers, such as practitioners in public and private companies involved in both geospatial and land management applications, as well as graduate students, researchers, academics, and professionals working in land administration, land management, spatial planning, real estate studies, geosciences, geoinformatics, and geodesy.

Watershed Management and Applications of AI

Author : Sandeep Samantaray
Publisher : CRC Press
ISBN 13 : 1000386732
Total Pages : 310 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Watershed Management and Applications of AI by : Sandeep Samantaray

Download or read book Watershed Management and Applications of AI written by Sandeep Samantaray and published by CRC Press. This book was released on 2021-05-16 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Land use and water resources are two major environmental issues which necessitate conservation, management, and maintenance practices through the use of various engineering techniques. Water scientists and environmental engineers must address the various aspects of flood control, soil conservation, rainfall-runoff processes, and groundwater hydrology. Watershed Management and Applications of AI provides the necessary principles of hydrology to provide practical strategies useful for the planning, design, and management of watersheds. The book also synthesizes novel new approaches, such as hydrological applications of machine learning using neural networks to predict runoff and using artificial intelligence for the prediction of groundwater fluctuations. Features: Presents hydrologic analysis and design along with soil conservation practices through proper watershed management techniques Provides analysis of land erosion and sediment transport in watersheds from small to large scale Includes estimations for runoff using different methodologies with systematic approaches for each Discusses water harvesting and development of water yield catchments This book will be a valuable resource for students in hydrology courses, environmental consultants, water resource engineers, and researchers in related water science and engineering fields.

Computational Intelligence for Water and Environmental Sciences

Author : Omid Bozorg-Haddad
Publisher : Springer Nature
ISBN 13 : 9811925194
Total Pages : 547 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Computational Intelligence for Water and Environmental Sciences by : Omid Bozorg-Haddad

Download or read book Computational Intelligence for Water and Environmental Sciences written by Omid Bozorg-Haddad and published by Springer Nature. This book was released on 2022-07-08 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Intelligent Systems and Decision Making for Risk Analysis and Crisis Response

Author : Chongfu Huang
Publisher : CRC Press
ISBN 13 : 1138000191
Total Pages : 968 pages
Book Rating : 4.1/5 (38 download)

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Book Synopsis Intelligent Systems and Decision Making for Risk Analysis and Crisis Response by : Chongfu Huang

Download or read book Intelligent Systems and Decision Making for Risk Analysis and Crisis Response written by Chongfu Huang and published by CRC Press. This book was released on 2013-07-25 with total page 968 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this present internet age, risk analysis and crisis response based on information will make up a digital world full of possibilities and improvements to people’s daily life and capabilities. These services will be supported by more intelligent systems and more effective decisionmaking. This book contains all the papers presented at the 4th International Conference on Risk Analysis and Crisis Response, August 27-29, 2013, Istanbul, Turkey. The theme was intelligent systems and decision making for risk analysis and crisis response. The risk issues in the papers cluster around the following topics: natural disasters, finance risks, food and feed safety, catastrophic accidents, critical infrastructure, global climate change, project management, supply chains, public health, threats to social safety, energy and environment. This volume will be of interest to all professionals and academics in the field of risk analysis, crisis response, intelligent systems and decision-making, as well as related fields of enquiry.

Impact of Climate Change on Water Resources

Author : Komaragiri Srinivasa Raju
Publisher : Springer
ISBN 13 : 9811061106
Total Pages : 275 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Impact of Climate Change on Water Resources by : Komaragiri Srinivasa Raju

Download or read book Impact of Climate Change on Water Resources written by Komaragiri Srinivasa Raju and published by Springer. This book was released on 2017-12-29 with total page 275 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives an overview of various aspects of climate change by integrating global climate models, downscaling approaches, and hydrological models. It also covers themes that help in understanding climate change in a holistic manner. The book includes worked-out examples, revision questions, exercise problems, and case studies, making it relevant for use as a textbook in graduate courses and professional development programs. The book will serve well researchers, students, as well as professionals working in the area of hydroclimatology.

Water Resource Modeling and Computational Technologies

Author : Mohammad Zakwan
Publisher : Elsevier
ISBN 13 : 0323985173
Total Pages : 722 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Water Resource Modeling and Computational Technologies by : Mohammad Zakwan

Download or read book Water Resource Modeling and Computational Technologies written by Mohammad Zakwan and published by Elsevier. This book was released on 2022-10-22 with total page 722 pages. Available in PDF, EPUB and Kindle. Book excerpt: Water Resource Modeling and Computational Technologies, Seventh Edition provides the reader with a comprehensive overview of the applications that computational techniques have in various sectors of water resource engineering. The book explores applications of recent modeling and computational techniques in various sectors of water resource engineering, including hydroinformatics, irrigation engineering, climate change, hydrologic forecasting, floods, droughts, image processing, GIS, water quality, aquifer mapping, basin scale modeling, computational fluid dynamics, numerical modeling of surges and groundwater flow, river engineering, optimal reservoir operation, multipurpose projects, and water resource management. As such, this is a must read for hydrologists, civil engineers and water resource managers. - Presents contributed chapters from global experts in the field of water resources from both a science and engineering perspective - Includes case studies throughout, providing readers with an opportunity to understand how case specific challenges can help with computational techniques - Provides basic concepts as well as a literature review on the application of computational techniques in various sectors of water resources

Handbook of Climate Change Impacts on River Basin Management

Author : Saeid Eslamian
Publisher : CRC Press
ISBN 13 : 1040020399
Total Pages : 359 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Handbook of Climate Change Impacts on River Basin Management by : Saeid Eslamian

Download or read book Handbook of Climate Change Impacts on River Basin Management written by Saeid Eslamian and published by CRC Press. This book was released on 2024-08-29 with total page 359 pages. Available in PDF, EPUB and Kindle. Book excerpt: Climate change not only involves rising temperatures but it can also alter the hydro-meteorological parameters of a region and the corresponding changes emerging in the various biotic or abiotic environmental features. One of the results of climate change has been the impact on the sediment yield and its transport. These changes have implications for various other environmental components, particularly soils, water bodies, water quality, land productivity, sedimentation processes, glacier dynamics, and risk management strategies to name a few. This volume provides an examination of the technological approaches to water management, and the practical applications for remote sensing, satellite image processing, and advanced statistical methods, all which can be utilized to predict, monitor, and manage the effects of climate change on river basins.