Evolutionary Algorithms And Agricultural Systems

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Evolutionary Algorithms and Agricultural Systems

Author : David G. Mayer
Publisher : Springer Science & Business Media
ISBN 13 : 1461517176
Total Pages : 110 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Evolutionary Algorithms and Agricultural Systems by : David G. Mayer

Download or read book Evolutionary Algorithms and Agricultural Systems written by David G. Mayer and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 110 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary Algorithms and Agricultural Systems deals with the practical application of evolutionary algorithms to the study and management of agricultural systems. The rationale of systems research methodology is introduced, and examples listed of real-world applications. It is the integration of these agricultural systems models with optimization techniques, primarily genetic algorithms, which forms the focus of this book. The advantages are outlined, with examples of agricultural models ranging from national and industry-wide studies down to the within-farm scale. The potential problems of this approach are also discussed, along with practical methods of resolving these problems. Agricultural applications using alternate optimization techniques (gradient and direct-search methods, simulated annealing and quenching, and the tabu search strategy) are also listed and discussed. The particular problems and methodologies of these algorithms, including advantageous features that may benefit a hybrid approach or be usefully incorporated into evolutionary algorithms, are outlined. From consideration of this and the published examples, it is concluded that evolutionary algorithms are the superior method for the practical optimization of models of agricultural and natural systems. General recommendations on robust options and parameter settings for evolutionary algorithms are given for use in future studies. Evolutionary Algorithms and Agricultural Systems will prove useful to practitioners and researchers applying these methods to the optimization of agricultural or natural systems, and would also be suited as a text for systems management, applied modeling, or operations research.

Success in Evolutionary Computation

Author : Ang Yang
Publisher : Springer
ISBN 13 : 3540762868
Total Pages : 372 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Success in Evolutionary Computation by : Ang Yang

Download or read book Success in Evolutionary Computation written by Ang Yang and published by Springer. This book was released on 2008-03-22 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary Computation (EC) includes a number of techniques such as Genetic Algorithms which have been used in a diverse range of highly successful applications. This book brings together some of these EC applications in fields including electronics, telecommunications, health, bioinformatics, supply chain and other engineering domains, to give the audience, including both EC researchers and practitioners, a glimpse of this exciting and rapidly-evolving field.

Agri 4.0 and the Future of Cyber-Physical Agricultural Systems

Author : Seifedine Kadry
Publisher : Elsevier
ISBN 13 : 0443131864
Total Pages : 332 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Agri 4.0 and the Future of Cyber-Physical Agricultural Systems by : Seifedine Kadry

Download or read book Agri 4.0 and the Future of Cyber-Physical Agricultural Systems written by Seifedine Kadry and published by Elsevier. This book was released on 2024-04-26 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agri 4.0 and the Future of Cyber-Physical Agricultural Systems is the first book to explore the potential use of technology in agriculture with the focus on the technologies, enabling the reader to better comprehend the full range of CPS opportunities. From planning to distribution, CPS technologies are available to impact agricultural output, delivery and consumption. The impact for food security may be significant and this book explores ways to implement CPS effectively and appropriately. Technology, especially computing technology, can play a significant in the field of agriculture by processing digitized data to solve the complex agronomic, agricultural demand and supply issues that impact the food supply chain, and ultimately food security. In Agri 4.0, the cyber physical system synchronously interacts with agricultural systems to control and execute the operation autonomously. Digitalization of agriculture integrates digital computers to assist the processes of agriculture with its digitized data and its allied technology including AI, Computer Vision, Big data, Block chain and IoT. Agri 4.0 digitalizes, estimate, plan, predict, and produce the optimum agricultural inputs and outputs for the required for commercial purposes. It can be used to get a fair, transparent and accountable process to serve the stakeholders. The convergence of IoT, ML, Big data and 5G networks have opened new possibilities to explore and exploit the cyber physical agricultural systems. The management and practices of smart multi-layer architecture and smart supply chain are one of the key application areas in Agri 4.0. The global team of authors also presents important insights into promising areas of precision agriculture, autonomous systems, smart farming environment, smart production monitoring, pest detection and recovery, sustainable industrial practices and government policies in Agri 4.0. Addresses one of the most complex applications of CPS Describes various technologies, covering CPS in agriculture from precision agriculture to smart supply chain management Focuses on the digital framework, tools, and systems capable of supporting Agri 4.0

Theory of Evolutionary Algorithms and Application to System Synthesis

Author : Tobias Blickle
Publisher : vdf Hochschulverlag AG
ISBN 13 : 9783728124333
Total Pages : 278 pages
Book Rating : 4.1/5 (243 download)

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Book Synopsis Theory of Evolutionary Algorithms and Application to System Synthesis by : Tobias Blickle

Download or read book Theory of Evolutionary Algorithms and Application to System Synthesis written by Tobias Blickle and published by vdf Hochschulverlag AG. This book was released on 1997 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Science, Policy and Politics of Modern Agricultural System

Author : Mohamed Behnassi
Publisher : Springer Science & Business Media
ISBN 13 : 9400779577
Total Pages : 390 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Science, Policy and Politics of Modern Agricultural System by : Mohamed Behnassi

Download or read book Science, Policy and Politics of Modern Agricultural System written by Mohamed Behnassi and published by Springer Science & Business Media. This book was released on 2014-01-10 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book arises from a 2011 international conference entitled Climate Change, Agri-Food, Fisheries and Ecosystems: Reinventing Research, Innovation, and Policy Agendas for an Environmentally and Socially-Balanced Growth (ICCAFFE2011), organized by the North-South Center for Social Sciences (NRCS) in collaboration with the Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) GmbH, Germany and the Institute for Research and Development (IRD), France. Coverage focuses on the agricultural sector and helps improve understanding of the relationships between agriculture and the environment and between human communities and nature, so as to sustainably manage agricultural development. The contributors analyze the interdependence between sustainable agricultural development and environmental, economic and social dynamics; assess the impacts of soil degradation on agricultural productivity; present ways to enhance livestock production and recommend mechanisms for managing links between agro-biodiversity, climate change and livelihoods. Part I examines sustainable agriculture development and environmental, economic and social dynamics, addressing topics such as global climate change, agriculture and challenges including socio-economic factors, adaptation, poverty reduction and water management. Part II covers the impacts of soil degradation on agricultural productivity and discusses the use of expert systems to assess and manage degraded lands, agricultural productivity, land suitability and rehabilitation. Part III focuses on livestock production enhancements, such as feed resources and supplemental feeds for animals and capacity building for women in dairy management. Part IV shares the outcomes of research in agro-biodiversity, climate change and livelihoods, addressing topics such as co-management of forests, carbon consumption models, biodiversity conservation and carbon sequestration and scarce mangrove forests. Current environmental and agro-ecological research focuses on understanding the cause-consequence relationships between specific agricultural practices and land use and the responses at different levels of ecosystems. This book is intended to contribute to this discussion.

Evolutionary Algorithms in Intelligent Systems

Author : Alfredo Milani
Publisher : MDPI
ISBN 13 : 3039436112
Total Pages : 144 pages
Book Rating : 4.0/5 (394 download)

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Book Synopsis Evolutionary Algorithms in Intelligent Systems by : Alfredo Milani

Download or read book Evolutionary Algorithms in Intelligent Systems written by Alfredo Milani and published by MDPI. This book was released on 2020-12-07 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: Evolutionary algorithms and metaheuristics are widely used to provide efficient and effective approximate solutions to computationally hard optimization problems. With the widespread use of intelligent systems in recent years, evolutionary algorithms have been applied, beyond classical optimization problems, to AI system parameter optimization and the design of artificial neural networks and feature selection in machine learning systems. This volume will present recent results of applications of the most successful metaheuristics, from differential evolution and particle swarm optimization to artificial neural networks, loT allocation, and multi-objective optimization problems. It will also provide a broad view of the role and the potential of evolutionary algorithms as service components in Al systems.

Handbook of Food and Bioprocess Modeling Techniques

Author : Shyam S. Sablani
Publisher : CRC Press
ISBN 13 : 1420015079
Total Pages : 624 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Handbook of Food and Bioprocess Modeling Techniques by : Shyam S. Sablani

Download or read book Handbook of Food and Bioprocess Modeling Techniques written by Shyam S. Sablani and published by CRC Press. This book was released on 2006-12-19 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the advancement of computers, the use of modeling to reduce time and expense, and improve process optimization, predictive capability, process automation, and control possibilities, is now an integral part of food science and engineering. New technology and ease of use expands the range of techniques that scientists and researchers have at the

Applied Genetic Algorithm and Its Variants

Author : Nilanjan Dey
Publisher : Springer Nature
ISBN 13 : 9819934281
Total Pages : 254 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Applied Genetic Algorithm and Its Variants by : Nilanjan Dey

Download or read book Applied Genetic Algorithm and Its Variants written by Nilanjan Dey and published by Springer Nature. This book was released on 2023-07-01 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides fundamental concepts related to various types of genetic algorithms and practical applications in various domains such as medical imaging, manufacturing, and engineering design. The book discusses genetic algorithms which are used to solve a variety of optimization problems. The genetic algorithms are demonstrated to offer reliable search in complex spaces. The book presents high-quality research work by academics and researchers which is useful for young researchers and students.

Working with Dynamic Crop Models

Author : Francois Brun
Publisher : Elsevier
ISBN 13 : 9780080461939
Total Pages : 462 pages
Book Rating : 4.4/5 (619 download)

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Book Synopsis Working with Dynamic Crop Models by : Francois Brun

Download or read book Working with Dynamic Crop Models written by Francois Brun and published by Elsevier. This book was released on 2006-05-10 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical models are being used more and more widely to study complex dynamic systems (global weather, ecological systems, hydrological systems, nuclear reactors etc. including the specific subject of this book, crop-soil systems). The models are important aids in understanding, predicting and managing these systems. Such models are complex and imperfect. One fundamental research direction is to seek a better understanding of how these systems function, and to propose mathematical expressions embodying that understanding. However, this is not sufficient. It is also essential to have tools (often mathematical and statistical methods) to aid in developing, improving and using the models built from those equations. The book is specifically concerned with the application of methods to crop models, but much of the material is also applicable to dynamic system models in other fields. The goal of this book is to fill that gap. * State-of-the-art methods explained simply and illustrated specifically for crop models * Parameter estimation – applying statistical methods to the complex case of crop models, including Bayesian methods * Includes model evaluation, understanding and estimating prediction error * Offers a unique data assimilation by using the Kalman filter and beyond

Incorporating Nature-Inspired Paradigms in Computational Applications

Author : Khosrow-Pour, Mehdi
Publisher : IGI Global
ISBN 13 : 1522550216
Total Pages : 385 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Incorporating Nature-Inspired Paradigms in Computational Applications by : Khosrow-Pour, Mehdi

Download or read book Incorporating Nature-Inspired Paradigms in Computational Applications written by Khosrow-Pour, Mehdi and published by IGI Global. This book was released on 2018-04-06 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Many techniques have been developed to control the variety of dynamic systems. To develop those control techniques, it is fundamental to know the mathematical relations between the system inputs and outputs. Incorporating Nature-Inspired Paradigms in Computational Applications is a critical scholarly resource that examines the application of nature-inspired paradigms on system identification. Featuring coverage on a broad range of topics such as biogeographic computation, evolutionary control systems, and natural computing, this book is geared towards IT professionals, engineers, computer scientists, academicians, researchers, and graduate-level students seeking current research on the application of nature-inspired paradigms.

Optimization in Chemical Engineering

Author : Suman Dutta
Publisher : Cambridge University Press
ISBN 13 : 1107091233
Total Pages : 383 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Optimization in Chemical Engineering by : Suman Dutta

Download or read book Optimization in Chemical Engineering written by Suman Dutta and published by Cambridge University Press. This book was released on 2016-03-11 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this book, optimization of chemical processes is performed using both classical and advanced algorithms.

Applied Operational Research

Author : Kaveh Sheibani
Publisher : ORLAB Analytics
ISBN 13 :
Total Pages : 582 pages
Book Rating : 4./5 ( download)

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Book Synopsis Applied Operational Research by : Kaveh Sheibani

Download or read book Applied Operational Research written by Kaveh Sheibani and published by ORLAB Analytics. This book was released on 2011-08-24 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: These proceedings gather contributions presented at the 3rd International Conference on Applied Operational Research (ICAOR 2011) in Istanbul, Turkey, August 24-26, 2011, published in the series Lecture Notes in Management Science (LNMS). The conference covers all aspects of Operational Research and Management Science (OR/MS) with a particular emphasis on applications.

Coping with Risk in Agriculture, 3rd Edition

Author : J Brian Hardaker
Publisher : CABI
ISBN 13 : 1780645740
Total Pages : 289 pages
Book Rating : 4.7/5 (86 download)

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Book Synopsis Coping with Risk in Agriculture, 3rd Edition by : J Brian Hardaker

Download or read book Coping with Risk in Agriculture, 3rd Edition written by J Brian Hardaker and published by CABI. This book was released on 2015-04-24 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: Risk and uncertainty are inescapable factors in agriculture which require careful management. Farmers face production risks from the weather, crop and livestock performance, and pests and diseases, as well as institutional, personal and business risks. This revised third edition of the popular textbook includes updated chapters on theory and methods and contains a new chapter discussing the state-contingent approach to the analysis of production and the use of copulas to better model stochastic dependency. Aiming to introduce agricultural decision making, probability and risk preference, this book is an indispensable guide for students and researchers of agriculture and agribusiness management.

Advances in Modeling Agricultural Systems

Author : Petraq Papajorgji
Publisher : Springer Science & Business Media
ISBN 13 : 0387751815
Total Pages : 522 pages
Book Rating : 4.3/5 (877 download)

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Book Synopsis Advances in Modeling Agricultural Systems by : Petraq Papajorgji

Download or read book Advances in Modeling Agricultural Systems written by Petraq Papajorgji and published by Springer Science & Business Media. This book was released on 2009-02-28 with total page 522 pages. Available in PDF, EPUB and Kindle. Book excerpt: Agriculture has experienced a dramatic change during the past decades. The change has been structural and technological. Structural changes can be seen in the size of current farms; not long ago, agricultural production was organized around small farms, whereas nowadays the agricultural landscape is dominated by large farms. Large farms have better means of applying new technologies, and therefore technological advances have been a driving force in changing the farming structure. New technologies continue to emerge, and their mastery and use in requires that farmers gather more information and make more complex technological choices. In particular, the advent of the Internet has opened vast opportunities for communication and business opportunities within the agricultural com- nity. But at the same time, it has created another class of complex issues that need to be addressed sooner rather than later. Farmers and agricultural researchers are faced with an overwhelming amount of information they need to analyze and synthesize to successfully manage all the facets of agricultural production. This daunting challenge requires new and complex approaches to farm management. A new type of agricultural management system requires active cooperation among multidisciplinary and multi-institutional teams and ref- ing of existing and creation of new analytical theories with potential use in agriculture. Therefore, new management agricultural systems must combine the newest achievements in many scientific domains such as agronomy, economics, mathematics, and computer science, to name a few.

Fuzzy Information and Engineering

Author : Bingyuan Cao
Publisher : Springer Science & Business Media
ISBN 13 : 3540889140
Total Pages : 678 pages
Book Rating : 4.5/5 (48 download)

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Book Synopsis Fuzzy Information and Engineering by : Bingyuan Cao

Download or read book Fuzzy Information and Engineering written by Bingyuan Cao and published by Springer Science & Business Media. This book was released on 2009-01-04 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is the proceedings of the Third Annual Conference on Fuzzy Information and Engineering (ACFIE2008) from Dec. 5-10, 2008 in Haikou, China. The conf- ence proceedingsis published by Springer-Verlag(Advancesin Soft Computing,ISSN: 1615-3871). This year, we have received 155 submissions. Each paper has undergone a rigorous review process. Only high-quality papers are included. The Third Annual Conference on Fuzzy Information and Engineering (ACFIE2008), built on the success of previous conferences,the ACFIE2005 (Guangzhou,China), is a major symposium for scientists, engineers and practitioners in China to present their updated results, ideas, devel- ments and applications in all areas of fuzzy information and engineering. It aims to strengthen relations between industry research laboratoriesand universities, and to c- ate a primary symposium for world scientists in fuzzy ?elds as follows: 1) Fuzzy intelligence, neural networks and optimal; 2) Fuzzy algebra; 3) Fuzzy analysis; 4) Fuzzy systems and logic; 5) Fuzzy topology and measure; 6)Fuzzy probability, control, forecasting and decision-making; 7) Fuzzy clustering and fuzzy algorithms; 8) Application in fuzzy sets; 9) Rough sets and its application; etc. This book contains 80 papers, divided into nine main parts: In Section I, we have 9 papers on “fuzzy intelligence, neural networks and optimal”. In Section II, we have 11 papers on “fuzzy algebra”. In Section III, we have 9 papers on “fuzzy analysis”. In Section IV, we have 9 papers on “fuzzy systems and logic”. In Section V, we have 9 papers on “fuzzy topology and measure”.

Computer and Computing Technologies in Agriculture II, Volume 2

Author : Daoliang Li
Publisher : Springer Science & Business Media
ISBN 13 : 1441902104
Total Pages : 736 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Computer and Computing Technologies in Agriculture II, Volume 2 by : Daoliang Li

Download or read book Computer and Computing Technologies in Agriculture II, Volume 2 written by Daoliang Li and published by Springer Science & Business Media. This book was released on 2009-06-04 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers in this volume comprise the refereed proceedings of the Second IFIP International Conference on Computer and Computing Technologies in Agriculture (CCTA2008), in Beijing, China, 2008. The conference on the Second IFIP International Conference on Computer and Computing Technologies in Agriculture (CCTA 2008) is cooperatively sponsored and organized by the China Agricultural University (CAU), the National Engineering Research Center for Information Technology in Agriculture (NERCITA), the Chinese Society of Agricultural Engineering (CSAE) , International Federation for Information Processing (IFIP), Beijing Society for Information Technology in Agriculture, China and Beijing Research Center for Agro-products Test and Farmland Inspection, China. The related departments of China’s central government bodies like: Ministry of Science and Technology, Ministry of Industry and Information Technology, Ministry of Education and the Beijing Municipal Natural Science Foundation, Beijing Academy of Agricultural and Forestry Sciences, etc. have greatly contributed and supported to this event. The conference is as good platform to bring together scientists and researchers, agronomists and information engineers, extension servers and entrepreneurs from a range of disciplines concerned with impact of Information technology for sustainable agriculture and rural development. The representatives of all the supporting organizations, a group of invited speakers, experts and researchers from more than 15 countries, such as: the Netherlands, Spain, Portugal, Mexico, Germany, Greece, Australia, Estonia, Japan, Korea, India, Iran, Nigeria, Brazil, China, etc.

Evolutionary Computation in Practice

Author : Tina Yu
Publisher : Springer
ISBN 13 : 3540757716
Total Pages : 322 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Evolutionary Computation in Practice by : Tina Yu

Download or read book Evolutionary Computation in Practice written by Tina Yu and published by Springer. This book was released on 2008-01-23 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is loaded with examples in which computer scientists and engineers have used evolutionary computation - programs that mimic natural evolution - to solve many real-world problems. They aren’t abstract, mathematically intensive papers, but accounts of solving important problems, including tips from the authors on how to avoid common pitfalls, maximize the effectiveness and efficiency of the search process, and many other practical suggestions.