Use Of Genetic Algorithms To Characterize Groundwater Contamination Source Areas

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Use of Genetic Algorithms to Characterize Groundwater Contamination Source Areas

Author : Chaz M. Williamson
Publisher :
ISBN 13 : 9781423538912
Total Pages : 86 pages
Book Rating : 4.5/5 (389 download)

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Book Synopsis Use of Genetic Algorithms to Characterize Groundwater Contamination Source Areas by : Chaz M. Williamson

Download or read book Use of Genetic Algorithms to Characterize Groundwater Contamination Source Areas written by Chaz M. Williamson and published by . This book was released on 2000-03-01 with total page 86 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this work, genetic algorithms (GAs) were used to help interpret tracer breakthrough curves from partitioning interwell tracer tests (PITTs) conducted at Hill AFB, Utah by researchers from the University of Florida. Two transport models were developed to simulate tracer transport in the test cells. One model assumed the cell consisted of multiple layers, and that transport in each layer could he described by the one-dimensional advective/dispersive equation. The second model also assumed multiple layers, and modeled transport in the individual layers as advective transport through 100 tubes. Transport times were represented by a stochastic (lognormal) distribution. The model solutions were coded into Microsoft Excel. Model parameters were optimized using Evolutionary Solver, a GA developed by Froutline Systems. The optimized parameters were used to estimate pre-and post-flushing NAPL saturations, as well as cleanup efficiency. Results were compared to estimates obtained through moment analysis of me PITT data. Results demonstrated that GAS are a tool that may be useful in interpreting PITT data for the characterization of NAPL source areas. In particular, using the GAs to interpret PITT data provided more information than could he obtained from moment analysis.

Identification of Groundwater Contaminant Sources and Release Histories Using Genetic Algorithms

Author : Mustafa M. Aral
Publisher :
ISBN 13 :
Total Pages : 66 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Identification of Groundwater Contaminant Sources and Release Histories Using Genetic Algorithms by : Mustafa M. Aral

Download or read book Identification of Groundwater Contaminant Sources and Release Histories Using Genetic Algorithms written by Mustafa M. Aral and published by . This book was released on 1998 with total page 66 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Contaminants in the Subsurface

Author : National Research Council
Publisher : National Academies Press
ISBN 13 : 030909447X
Total Pages : 371 pages
Book Rating : 4.3/5 (9 download)

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Book Synopsis Contaminants in the Subsurface by : National Research Council

Download or read book Contaminants in the Subsurface written by National Research Council and published by National Academies Press. This book was released on 2005-04-23 with total page 371 pages. Available in PDF, EPUB and Kindle. Book excerpt: At hundreds of thousands of commercial, industrial, and military sites across the country, subsurface materials including groundwater are contaminated with chemical waste. The last decade has seen growing interest in using aggressive source remediation technologies to remove contaminants from the subsurface, but there is limited understanding of (1) the effectiveness of these technologies and (2) the overall effect of mass removal on groundwater quality. This report reviews the suite of technologies available for source remediation and their ability to reach a variety of cleanup goals, from meeting regulatory standards for groundwater to reducing costs. The report proposes elements of a protocol for accomplishing source remediation that should enable project managers to decide whether and how to pursue source remediation at their sites.

Computational Optimization in Engineering

Author : Hossein Peyvandi
Publisher : BoD – Books on Demand
ISBN 13 : 9535130811
Total Pages : 164 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Computational Optimization in Engineering by : Hossein Peyvandi

Download or read book Computational Optimization in Engineering written by Hossein Peyvandi and published by BoD – Books on Demand. This book was released on 2017-04-26 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of optimization is to maximize the quality of lives, productivity in time, as well as interests. Therefore, optimization is an ongoing challenge for selecting the best possible among many other inferior designs. For a hundred years in the past, as optimization has been essential to human life, several techniques have been developed and utilized. Such a development has been one of the long-lasting challenges in engineering and science, and it is now clear that the optimization goals in many of real-life problems are unlikely to be achieved without resource for computational techniques. The history of such a development in the optimization techniques starts from the early 1950s and is still in progress. Since then, the efforts behind this development dedicated by many distinguished scientists, mathematicians, and engineers have brought us today a level of quality of lives. This book concerns with the computational optimization in engineering and techniques to resolve the underlying problems in real life. The current book contains studies from scientists and researchers around the world from North America to Europe and from Asia to Australia.

Genetic-algorithm-based Design of Groundwater Quality Monitoring System

Author : J. Wayland Eheart
Publisher :
ISBN 13 :
Total Pages : 62 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Genetic-algorithm-based Design of Groundwater Quality Monitoring System by : J. Wayland Eheart

Download or read book Genetic-algorithm-based Design of Groundwater Quality Monitoring System written by J. Wayland Eheart and published by . This book was released on 1993 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Humic Substances and Chemical Contaminants

Author : C. E. Clapp
Publisher :
ISBN 13 :
Total Pages : 536 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Humic Substances and Chemical Contaminants by : C. E. Clapp

Download or read book Humic Substances and Chemical Contaminants written by C. E. Clapp and published by . This book was released on 2001 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finally, a thorough exploration of all aspects of humic-anthropogenic and humic-metals interactions. Four sections cover composition and structure, interaction with xenobiotics, metals interaction, and transport and modeling, a topic of prime environmental importance, especially with regard to tracing a contaminant to its source. A companion CD combines computational chemistry, scanning probe microscopy, and animation to visualize the chemical reactivity of humic substances.

Handbook of Genetic Programming Applications

Author : Amir H. Gandomi
Publisher : Springer
ISBN 13 : 3319208837
Total Pages : 589 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Handbook of Genetic Programming Applications by : Amir H. Gandomi

Download or read book Handbook of Genetic Programming Applications written by Amir H. Gandomi and published by Springer. This book was released on 2015-11-06 with total page 589 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Genetic Algorithms in Groundwater Quality Management

Author : Jiabao Guan
Publisher :
ISBN 13 :
Total Pages : 582 pages
Book Rating : 4.:/5 (392 download)

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Book Synopsis Applications of Genetic Algorithms in Groundwater Quality Management by : Jiabao Guan

Download or read book Applications of Genetic Algorithms in Groundwater Quality Management written by Jiabao Guan and published by . This book was released on 1998 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Expert Systems and Geographic Information Systems for Impact Assessment

Author : Agustin Rodriguez-Bachiller
Publisher : CRC Press
ISBN 13 : 0203578848
Total Pages : 408 pages
Book Rating : 4.2/5 (35 download)

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Book Synopsis Expert Systems and Geographic Information Systems for Impact Assessment by : Agustin Rodriguez-Bachiller

Download or read book Expert Systems and Geographic Information Systems for Impact Assessment written by Agustin Rodriguez-Bachiller and published by CRC Press. This book was released on 2004-08-12 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Impact Assessment is becoming part and parcel of an increasing number of development proposals in the UK and Europe. As the practice of Impact Assessment develops it becomes more standardized and good practice starts to be defined. However, the quality of Impact Assessment is still far from satisfactory. Expert Systems and GIS for Impact Assessment

Simulated Annealing

Author : Marcos Sales Guerra Tsuzuki
Publisher : BoD – Books on Demand
ISBN 13 : 9535107674
Total Pages : 297 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Simulated Annealing by : Marcos Sales Guerra Tsuzuki

Download or read book Simulated Annealing written by Marcos Sales Guerra Tsuzuki and published by BoD – Books on Demand. This book was released on 2012-10-17 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents state of the art contributes to Simulated Annealing (SA) that is a well-known probabilistic meta-heuristic. It is used to solve discrete and continuous optimization problems. The significant advantage of SA over other solution methods has made it a practical solution method for solving complex optimization problems. Book is consisted of 13 chapters, classified in single and multiple objectives applications and it provides the reader with the knowledge of SA and several applications. We encourage readers to explore SA in their work, mainly because it is simple and can determine extremely very good results.

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.

Modeling and Simulation of Environmental Systems

Author : Satya Prakash Maurya
Publisher : CRC Press
ISBN 13 : 1000626636
Total Pages : 391 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Modeling and Simulation of Environmental Systems by : Satya Prakash Maurya

Download or read book Modeling and Simulation of Environmental Systems written by Satya Prakash Maurya and published by CRC Press. This book was released on 2022-08-24 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Urban Hydrology, Watershed Management and Socio-Economic Aspects

Author : Arup K. Sarma
Publisher : Springer
ISBN 13 : 3319401955
Total Pages : 363 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Urban Hydrology, Watershed Management and Socio-Economic Aspects by : Arup K. Sarma

Download or read book Urban Hydrology, Watershed Management and Socio-Economic Aspects written by Arup K. Sarma and published by Springer. This book was released on 2016-10-25 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book brings together high-quality research articles on advanced hydrological analysis, advanced computational methods, and the ecological and sociological aspects of urban watershed management under one umbrella. The rapid pace of urbanization, not accompanied by any farsighted, holistic plan, has reduced many cities in the developing world into multi-hazard areas. The most perceptible consequence of urbanization is the change in land-use and land cover, which in turn impacts hydrological systems. Accordingly, scientific studies on urban hydrology with due emphasis on ecological and sociological aspects under changing climate are vital to the appropriate design of urban landscapes and civil infrastructure works. This book addresses precisely these issues, offering a useful guide for environmentalists, hydrologists, and a broad range of socio-economic scientists exploring the environmental vulnerabilities arising from urbanization.

Practical Genetic Algorithms

Author : Randy L. Haupt
Publisher : John Wiley & Sons
ISBN 13 : 0471671754
Total Pages : 273 pages
Book Rating : 4.4/5 (716 download)

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Book Synopsis Practical Genetic Algorithms by : Randy L. Haupt

Download or read book Practical Genetic Algorithms written by Randy L. Haupt and published by John Wiley & Sons. This book was released on 2004-07-30 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: * This book deals with the fundamentals of genetic algorithms and their applications in a variety of different areas of engineering and science * Most significant update to the second edition is the MATLAB codes that accompany the text * Provides a thorough discussion of hybrid genetic algorithms * Features more examples than first edition

EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V

Author : Alexandru-Adrian Tantar
Publisher : Springer
ISBN 13 : 3319074946
Total Pages : 329 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V by : Alexandru-Adrian Tantar

Download or read book EVOLVE - A Bridge between Probability, Set Oriented Numerics, and Evolutionary Computation V written by Alexandru-Adrian Tantar and published by Springer. This book was released on 2014-06-04 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume encloses research articles that were presented at the EVOLVE 2014 International Conference in Beijing, China, July 1–4, 2014. The book gathers contributions that emerged from the conference tracks, ranging from probability to set oriented numerics and evolutionary computation; all complemented by the bridging purpose of the conference, e.g. Complex Networks and Landscape Analysis, or by the more application oriented perspective. The novelty of the volume, when considering the EVOLVE series, comes from targeting also the practitioner’s view. This is supported by the Machine Learning Applied to Networks and Practical Aspects of Evolutionary Algorithms tracks, providing surveys on new application areas, as in the networking area and useful insights in the development of evolutionary techniques, from a practitioner’s perspective. Complementary to these directions, the conference tracks supporting the volume, follow on the individual advancements of the subareas constituting the scope of the conference, through the Computational Game Theory, Local Search and Optimization, Genetic Programming, Evolutionary Multi-objective optimization tracks.

Advances in Computer Communication and Computational Sciences

Author : Sanjiv K. Bhatia
Publisher : Springer
ISBN 13 : 981130341X
Total Pages : 420 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Advances in Computer Communication and Computational Sciences by : Sanjiv K. Bhatia

Download or read book Advances in Computer Communication and Computational Sciences written by Sanjiv K. Bhatia and published by Springer. This book was released on 2018-08-22 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book includes the insights that reflect ‘Advances in Computer and Computational Sciences’ from upcoming researchers and leading academicians across the globe. It contains the high-quality peer-reviewed papers of ‘International Conference on Computer, Communication and Computational Sciences (IC4S 2017), held during 11–12 October, 2017 in Thailand. These papers are arranged in the form of chapters. The content of this book is divided into two volumes that cover variety of topics such as intelligent hardware and software design, advanced communications, intelligent computing techniques, intelligent image processing, and web and informatics. This book helps the perspective readers’ from computer industry and academia to derive the advances of next generation computer and communication technology and shape them into real life applications.

Characterization, Modeling, Monitoring, and Remediation of Fractured Rock

Author : National Academies of Sciences, Engineering, and Medicine
Publisher : National Academies Press
ISBN 13 : 0309373727
Total Pages : 177 pages
Book Rating : 4.3/5 (93 download)

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Book Synopsis Characterization, Modeling, Monitoring, and Remediation of Fractured Rock by : National Academies of Sciences, Engineering, and Medicine

Download or read book Characterization, Modeling, Monitoring, and Remediation of Fractured Rock written by National Academies of Sciences, Engineering, and Medicine and published by National Academies Press. This book was released on 2021-01-29 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fractured rock is the host or foundation for innumerable engineered structures related to energy, water, waste, and transportation. Characterizing, modeling, and monitoring fractured rock sites is critical to the functioning of those infrastructure, as well as to optimizing resource recovery and contaminant management. Characterization, Modeling, Monitoring, and Remediation of Fractured Rock examines the state of practice and state of art in the characterization of fractured rock and the chemical and biological processes related to subsurface contaminant fate and transport. This report examines new developments, knowledge, and approaches to engineering at fractured rock sites since the publication of the 1996 National Research Council report Rock Fractures and Fluid Flow: Contemporary Understanding and Fluid Flow. Fundamental understanding of the physical nature of fractured rock has changed little since 1996, but many new characterization tools have been developed, and there is now greater appreciation for the importance of chemical and biological processes that can occur in the fractured rock environment. The findings of Characterization, Modeling, Monitoring, and Remediation of Fractured Rock can be applied to all types of engineered infrastructure, but especially to engineered repositories for buried or stored waste and to fractured rock sites that have been contaminated as a result of past disposal or other practices. The recommendations of this report are intended to help the practitioner, researcher, and decision maker take a more interdisciplinary approach to engineering in the fractured rock environment. This report describes how existing tools-some only recently developed-can be used to increase the accuracy and reliability of engineering design and management given the interacting forces of nature. With an interdisciplinary approach, it is possible to conceptualize and model the fractured rock environment with acceptable levels of uncertainty and reliability, and to design systems that maximize remediation and long-term performance. Better scientific understanding could inform regulations, policies, and implementation guidelines related to infrastructure development and operations. The recommendations for research and applications to enhance practice of this book make it a valuable resource for students and practitioners in this field.