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Neural Network Guided Evolution Of L System Plants
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Book Synopsis Neural Network Guided Evolution of L-system Plants by : Chen Xuhao(Eric)
Download or read book Neural Network Guided Evolution of L-system Plants written by Chen Xuhao(Eric) and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Lindenmayer system is a parallel rewriting system that generates graphic shapes using several rules. Genetic programming (GP) is an evolutionary algorithm that evolves expressions. A convolutional neural network(CNN) is a type of neural network which is useful for image recognition and classification. The goal of this thesis will be to generate different styles of L-system based 2D images of trees from scratch using genetic programming. The system will use a convolutional neural network to evaluate the trees and produce a fitness value for genetic programming. Different architectures of CNN are explored. We analyze the performance of the system and show the capabilities of the combination of CNN and GP. We show that a variety of interesting tree images can be automatically evolved. We also found that the success of the system highly depends on CNN training, as well as the form of the GP's L-system language representation.
Book Synopsis Genetic Programming by : Maarten Keijzer
Download or read book Genetic Programming written by Maarten Keijzer and published by Springer Science & Business Media. This book was released on 2004-01-23 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th European Conference on Genetic Programming, EuroGP 2004, held in Coimbra, Portugal, in April 2004. The 38 revised papers presented were carefully reviewed and selected from 61 submissions. The papers deal with a variety of foundational and methodological issues as well as with advanced applications in areas like engineering, computer science, language understanding, bioinformatics, and design.
Book Synopsis Evolutionary Algorithms by : Lawrence D. Davis
Download or read book Evolutionary Algorithms written by Lawrence D. Davis and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: This IMA Volume in Mathematics and its Applications EVOLUTIONARY ALGORITHMS is based on the proceedings of a workshop that was an integral part of the 1996-97 IMA program on "MATHEMATICS IN HIGH-PERFORMANCE COMPUTING." I thank Lawrence David Davis (Tica Associates), Kenneth De Jong (Computer Science, George Mason University), Michael D. Vose (Computer Science, The University of Tennessee), and L. Darrell Whitley (Computer Science, Colorado State University) for their excellent work in organizing the workshop and for editing the proceedings. Further appreciation is ex tended to Donald G. Truhlar (Chemistry and Supercomputing Institute, University of Minnesota) who was also one of the workshop organizers. In addition, I also take this opportunity to thank the National Science Foundation (NSF), Minnesota Supercomputing Institute (MSI), and the Army Research Office (ARO), whose financial support made the workshop possible. Willard Miller, Jr., Professor and Director v PREFACE The IMA Workshop on Evolutionary Algorithms brought together many of the top researchers working in the area of Evolutionary Com putation for a week of intensive interaction. The field of Evolutionary Computation has developed significantly over the past 30 years and today consists a variety of subfields such as genetic algorithms, evolution strate gies, evolutionary programming, and genetic programming, each with their own algorithmic perspectives and goals.
Book Synopsis From Animals to Animats 11 by : Stephane Doncieux
Download or read book From Animals to Animats 11 written by Stephane Doncieux and published by Springer. This book was released on 2010-09-15 with total page 676 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the refereed proceedings of the 11th International Conference on Simulation and Adaptive Behavior, SAB 2010, held in Paris and Clos Lucé, France, in August 2010. The articles cover all main areas in animat research, including perception and motor control, action selection, motivation and emotion, internal models and representation, collective behavior, language evolution, evolution and learning. The authors focus on well-defined models, computer simulations or robotic models, that help to characterize and compare various organizational principles, architectures, and adaptation processes capable of inducing adaptive behavior in real animals or synthetic agents, the animats.
Book Synopsis Plant Intelligent Automation and Digital Transformation Volume II by : Swapan Basu
Download or read book Plant Intelligent Automation and Digital Transformation Volume II written by Swapan Basu and published by Elsevier. This book was released on 2024-08-11 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: Plant Intelligent Automation and Digital Transformation: Volume II: Control and Monitoring Hardware and Software is an expansive four volume collection that reviews every major aspect of the intelligent automation and digital transformation of power, process and manufacturing plants, including specific control and automation systems pertinent to various power process plants using manufacturing and factory automation systems. The book reviews the key role of management Information systems (MIS), HMI and alarm systems in plant automation in systemic digitalization, covering hardware and software implementations for embedded microcontrollers, FPGA and operator and engineering stations. Chapters address plant lifecycle considerations, inclusive of plant hazards and risk analysis. Finally, the book discusses industry 4.0 factory automation as a component of digitalization strategies as well as digital transformation of power plants, process plants and manufacturing industries. Reviews supervisory control and data acquisitions (SCADA) systems for real-time plant data analysis Provides practitioner perspectives on operational implementation, including human machine interface, operator workstation and engineering workstations Covers alarm and alarm management systems, including lifecycle considerations Fully covers risk analysis and assessment, including safety lifecycle and relevant safety instrumentation
Book Synopsis Transactions on Edutainment XII by : Zhigeng Pan
Download or read book Transactions on Edutainment XII written by Zhigeng Pan and published by Springer. This book was released on 2016-05-10 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This journal subline serves as a forum for stimulating and disseminating innovative research ideas, theories, emerging technologies, empirical investigations, state-of-the-art methods, and tools in all different genres of edutainment, such as game-based learning and serious games, interactive storytelling, virtual learning environments, VR-based education, and related fields. It covers aspects from educational and game theories, human-computer interaction, computer graphics, artificial intelligence, and systems design. The 17 papers presented in the 12th issue were organized in four parts dealing with: games; human-computer interaction; image and graphics; and applications.
Book Synopsis Control Applications in Post-Harvest and Processing Technology 1995 by : J. De Baerdemaeker
Download or read book Control Applications in Post-Harvest and Processing Technology 1995 written by J. De Baerdemaeker and published by Elsevier. This book was released on 2016-01-22 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 1st IFAC/CIGR/EURAENG/ISHS Workshop on Control Applications in Post-Harvest and Processing Technology (CAPPT '95) provides the opportunity to discuss and evaluate the state of the art and application of control methods in storage and processes of agricultural and horticultural products. This publication, generated from the papers at the workshop, provides a detailed assessment of present and future developments of key technologies within the agricultural and horticultural fields.
Download or read book Genetic Programming written by and published by . This book was released on 2004 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Neural Network Computing for the Electric Power Industry by : Dejan J. Sobajic
Download or read book Neural Network Computing for the Electric Power Industry written by Dejan J. Sobajic and published by Psychology Press. This book was released on 2013-06-17 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Power system computing with neural networks is one of the fastest growing fields in the history of power system engineering. Since 1988, a considerable amount of work has been done in investigating computing capabilities of neural networks and understanding their relevance to providing efficient solutions for outstanding complex problems of the electric power industry. A principal objective of a power utility is to provide electric energy to its customers in a secure, reliable and economic manner. Toward this aim, utility personnel are engaged in a variety of activities in areas of supervisory control and monitoring, evaluation of operating conditions, operation planning and scheduling, system development, equipment testing, etc. Over the past decades significant advances have been made in the development of new concepts, design of hardware and software systems, and implementation of solid-state devices which all contributed to the steadily improving power system performance that we are experiencing today. Advanced information processing technologies played an important role in these development efforts. Members of the Special Interest Group for Power Engineering of the INNS recognized the need for bringing together leading researchers in the field of neurocomputing with experts from power utilities and manufacturing companies to assess the current state of affairs and to explore the directions of further research and practice. This book is based on The Summer Workshop on Neural Network Computing for the Electric Power Industry which brought together approximately forty specialists with backgrounds in power engineering, system operation and planning, neural network theory and AI systems design. An informal and highly inspiring atmosphere of the workshop facilitated open discussion and exchange of expertise between the participants.
Book Synopsis Robustness and Evolvability in Living Systems by : Andreas Wagner
Download or read book Robustness and Evolvability in Living Systems written by Andreas Wagner and published by Princeton University Press. This book was released on 2013-10-24 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: All living things are remarkably complex, yet their DNA is unstable, undergoing countless random mutations over generations. Despite this instability, most animals do not grow two heads or die, plants continue to thrive, and bacteria continue to divide. Robustness and Evolvability in Living Systems tackles this perplexing paradox. The book explores why genetic changes do not cause organisms to fail catastrophically and how evolution shapes organisms' robustness. Andreas Wagner looks at this problem from the ground up, starting with the alphabet of DNA, the genetic code, RNA, and protein molecules, moving on to genetic networks and embryonic development, and working his way up to whole organisms. He then develops an evolutionary explanation for robustness. Wagner shows how evolution by natural selection preferentially finds and favors robust solutions to the problems organisms face in surviving and reproducing. Such robustness, he argues, also enhances the potential for future evolutionary innovation. Wagner also argues that robustness has less to do with organisms having plenty of spare parts (the redundancy theory that has been popular) and more to do with the reality that mutations can change organisms in ways that do not substantively affect their fitness. Unparalleled in its field, this book offers the most detailed analysis available of all facets of robustness within organisms. It will appeal not only to biologists but also to engineers interested in the design of robust systems and to social scientists concerned with robustness in human communities and populations.
Book Synopsis Artificial Life V by : Christopher G. Langton
Download or read book Artificial Life V written by Christopher G. Langton and published by MIT Press. This book was released on 1997 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: In addition to presenting the latest work in the field, Artificial Life V includes a retrospective and prospective look at both artificial and natural life with the aim of refining the methods and approaches discovered so far into viable, practical tools for the pursuit of science and engineering goals. May 16-18, 1996 · Nara, Japan Despite all the successes in computer engineering, adaptive computation, bottom-up AI, and robotics, Artificial Life must not become simply a one-way bridge, borrowing biological principles to enhance our engineering efforts in the construction of life-as-it-could-be. We must ensure that we give back to biology in kind, by developing tools and methods that will be of real value in the effort to understand life-as-it-is. Artificial Life V marks a decade since Christopher Langton organized the first workshop on artificial life--a decade characterized by the exploration of new possibilities and techniques as researchers have sought to understand, through synthetic experiments, the organizing principles underlying the dynamics (usually the nonlinear dynamics) of living systems. In addition to presenting the latest work in the field, Artificial Life V includes a retrospective and prospective look at both artificial and natural life with the aim of refining the methods and approaches discovered so far into viable, practical tools for the pursuit of science and engineering goals. Complex Adaptive Systems series
Book Synopsis Recent Advances in Big Data, Machine, and Deep Learning for Precision Agriculture by : Muhammad Fazal Ijaz
Download or read book Recent Advances in Big Data, Machine, and Deep Learning for Precision Agriculture written by Muhammad Fazal Ijaz and published by Frontiers Media SA. This book was released on 2024-02-19 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Biomimetic Neural Learning for Intelligent Robots by : Stefan Wermter
Download or read book Biomimetic Neural Learning for Intelligent Robots written by Stefan Wermter and published by Springer. This book was released on 2005-08-25 with total page 390 pages. Available in PDF, EPUB and Kindle. Book excerpt: This state-of-the-art survey contains selected papers contributed by researchers in intelligent systems, cognitive robotics, and neuroscience including contributions from the MirrorBot project and from the NeuroBotics Workshop 2004. The research work presented demonstrates significant novel developments in biologically inspired neural models for use in intelligent robot environments and biomimetic cognitive behavior.
Book Synopsis Proceedings of the Winter, 1990, International Joint Conference on Neural Networks by : Maureen Caudill
Download or read book Proceedings of the Winter, 1990, International Joint Conference on Neural Networks written by Maureen Caudill and published by Taylor & Francis. This book was released on 2022-03-10 with total page 1588 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two volume set provides the complete proceedings of the 1990 International Joint Conference on Neural Networks held in Washington, D.C. Complete with subject, author, and title indices, it provides an invaluable reference to the current state-of-the-art in neural networks. Included in this volume are the latest research results, applications, and products from over 2,000 researchers and application developers from around the world. Ideal as a reference for researchers and practitioners of neuroscience, the two volumes are divided into eight sections: * Neural and Cognitive Sciences * Pattern Recognition and Analysis of Network Dynamics * Learning Theory * Plenary Lecture by Bernard Widrow * Special Lectures on Self-Organizing Neural Architectures * Application Systems and Network Implementations * Robotics, Speech, Signal Processing, and Vision * Expert Systems and Other Real-World Applications
Author :International Joint Conference on Neural Networks 1990, Washington, DC Publisher : ISBN 13 :9780805807547 Total Pages :812 pages Book Rating :4.8/5 (75 download)
Book Synopsis International Joint Conference on Neural Networks by : International Joint Conference on Neural Networks 1990, Washington, DC
Download or read book International Joint Conference on Neural Networks written by International Joint Conference on Neural Networks 1990, Washington, DC and published by . This book was released on 1990 with total page 812 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Biocatalysis and biotransformation guided by protein engineering by : Hui-Min Qin
Download or read book Biocatalysis and biotransformation guided by protein engineering written by Hui-Min Qin and published by Frontiers Media SA. This book was released on 2023-03-23 with total page 130 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis IJCNN-90-WASH DC, International Joint Conference on Neural Networks, January 15-19, 1990, Omni Shoreham Hotel, Washington, DC by : Maureen Caudill
Download or read book IJCNN-90-WASH DC, International Joint Conference on Neural Networks, January 15-19, 1990, Omni Shoreham Hotel, Washington, DC written by Maureen Caudill and published by . This book was released on 1990 with total page 826 pages. Available in PDF, EPUB and Kindle. Book excerpt:
