Genetic Programming Theory And Practice Xix
DOWNLOAD
Download Genetic Programming Theory And Practice Xix PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Genetic Programming Theory And Practice Xix book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Genetic Programming Theory And Practice Xix
DOWNLOAD
Author : Leonardo Trujillo
language : en
Publisher: Springer Nature
Release Date : 2023-03-11
Genetic Programming Theory And Practice Xix written by Leonardo Trujillo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-11 with Computers categories.
This book brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based machine learning paradigm. Topics of particular interest for this year ́s book include powerful modeling techniques through GP-based symbolic regression, novel selection mechanisms that help guide the evolutionary process, modular approaches to GP, and applications in cybersecurity, biomedicine and program synthesis, as well as papers by practitioner of GP that focus on usability and real-world results. In summary, readers will get a glimpse of the current state of the art in GP research.
Genetic Programming Theory And Practice Xii
DOWNLOAD
Author : Rick Riolo
language : en
Publisher: Springer
Release Date : 2015-06-04
Genetic Programming Theory And Practice Xii written by Rick Riolo and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-04 with Computers categories.
These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: gene expression regulation, novel genetic models for glaucoma, inheritable epigenetics, combinators in genetic programming, sequential symbolic regression, system dynamics, sliding window symbolic regression, large feature problems, alignment in the error space, HUMIE winners, Boolean multiplexer function, and highly distributed genetic programming systems. Application areas include chemical process control, circuit design, financial data mining and bioinformatics. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.
Genetic Programming
DOWNLOAD
Author : Bing Xue
language : en
Publisher: Springer Nature
Release Date : 2025-05-24
Genetic Programming written by Bing Xue and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-24 with Computers categories.
This book constitutes the refereed proceedings of the 28th European Conference on Genetic Programming, EuroGP 2025, held in Trieste, Italy, during April 23–25, 2025 and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications. The 10 full papers were and 5 short papers included in this volume were carefully reviewed and selected from 27 submissions.The wide range of topics in this volume reflects the current state of research in the field. The universality of computer programs and their importance in so many areas of our lives means that automating these tasks is an exceptionally ambitious challengewith far-reaching implications.
Handbook Of Evolutionary Machine Learning
DOWNLOAD
Author : Wolfgang Banzhaf
language : en
Publisher: Springer Nature
Release Date : 2023-11-01
Handbook Of Evolutionary Machine Learning written by Wolfgang Banzhaf and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-01 with Computers categories.
This book, written by leading international researchers of evolutionary approaches to machine learning, explores various ways evolution can address machine learning problems and improve current methods of machine learning. Topics in this book are organized into five parts. The first part introduces some fundamental concepts and overviews of evolutionary approaches to the three different classes of learning employed in machine learning. The second addresses the use of evolutionary computation as a machine learning technique describing methodologic improvements for evolutionary clustering, classification, regression, and ensemble learning. The third part explores the connection between evolution and neural networks, in particular the connection to deep learning, generative and adversarial models as well as the exciting potential of evolution with large language models. The fourth part focuses on the use of evolutionary computation for supporting machine learning methods. This includes methodological developments for evolutionary data preparation, model parametrization, design, and validation. The final part covers several chapters on applications in medicine, robotics, science, finance, and other disciplines. Readers find reviews of application areas and can discover large-scale, real-world applications of evolutionary machine learning to a variety of problem domains. This book will serve as an essential reference for researchers, postgraduate students, practitioners in industry and all those interested in evolutionary approaches to machine learning.
Genetic Programming Theory And Practice Iii
DOWNLOAD
Author : Tina Yu
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-06-18
Genetic Programming Theory And Practice Iii written by Tina Yu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-06-18 with Computers categories.
Genetic Programming Theory and Practice III provides both researchers and industry professionals with the most recent developments in GP theory and practice by exploring the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The contributions developed from a third workshop at the University of Michigan's Center for the Study of Complex Systems, where leading international genetic programming theorists from major universities and active practitioners from leading industries and businesses meet to examine and challenge how GP theory informs practice and how GP practice impacts GP theory. Applications are from a wide range of domains, including chemical process control, informatics, and circuit design, to name a few.
Genetic Programming
DOWNLOAD
Author : Mario Giacobini
language : en
Publisher: Springer Nature
Release Date : 2024-03-28
Genetic Programming written by Mario Giacobini and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-28 with Computers categories.
This book constitutes the refereed proceedings of the 27th European Conference on Genetic Programming, EuroGP 2024, held in Aberystwyth, UK, April 3–5, 2024 and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications. The 13 papers (9 selected for long presentation and 4 for short presentation) collected in this book were carefully reviewed and selected from 24 submissions. The wide range of topics in this volume reflects the current state of research in the field. The collection of papers cover topics including developing new variants of GP algorithms, as well as exploring GP applications to the optimization of machine learning methods and the evolution of control policies.
The Routledge Companion To Libraries Archives And The Digital Humanities
DOWNLOAD
Author : Isabel Galina Russell
language : en
Publisher: Taylor & Francis
Release Date : 2024-12-02
The Routledge Companion To Libraries Archives And The Digital Humanities written by Isabel Galina Russell and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-02 with Language Arts & Disciplines categories.
The Routledge Companion to Libraries, Archives, and the Digital Humanities covers a wide range of issues encountered in the world’s libraries and archives as they continue to expand their support of, and direct engagement in, Digital Humanities (DH) research and teaching. In addition to topics related to the practice of librarianship, and to libraries and archives as DH-friendly institutions, we address issues of importance to library and archives workers themselves: labour, sustainability, organisation and infrastructure, and focused professional practices that reflect the increasingly important role of librarians and archivists as active research partners. One of the central motifs of this book is that the “two” fields—DH, on the one hand, and the library, archival, and information sciences on the other—are in fact deeply intertwined, productively interdependent, and mutually reinforcing. We place these on an equal footing, considering how they coexist and collaborate in equal partnership. This Companion will be of interest to DH practitioners and theorists, especially those who work in libraries and archives, and those who work with them. Likewise, “non-DH” (or “not-yet-DH”) library and archival administrators, reference and public service librarians, cataloguers, and even those who work primarily with the tangible collections will find here echoes and implications of the most venerable traditions and practices of our shared profession. The Introduction of the book is free-to-view at https://www.book2look.com/book/hpV4zdnW6q. Chapter 14 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license. Chapter 17 of this book is freely available as a downloadable Open Access PDF at http://www.taylorfrancis.com under a Creative Commons Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND) 4.0 license. Chapter 8 and 18 will be made Open Access.
Biocomputing 2025 Proceedings Of The Pacific Symposium
DOWNLOAD
Author : Russ B Altman
language : en
Publisher: World Scientific
Release Date : 2024-11-29
Biocomputing 2025 Proceedings Of The Pacific Symposium written by Russ B Altman and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-29 with Science categories.
The Pacific Symposium on Biocomputing (PSB) 2025 is an international, multidisciplinary conference for the presentation and discussion of current research in the theory and application of computational methods in problems of biological significance. Presentations are rigorously peer reviewed and are published in an archival proceedings volume. PSB 2025 will be held on January 4 - 8, 2025 in Kohala Coast, Hawaii. Tutorials and workshops will be offered prior to the start of the conference.PSB 2025 will bring together top researchers from the US, the Asian Pacific nations, and around the world to exchange research results and address open issues in all aspects of computational biology. It is a forum for the presentation of work in databases, algorithms, interfaces, visualization, modeling, and other computational methods, as applied to biological problems, with emphasis on applications in data-rich areas of molecular biology.The PSB has been designed to be responsive to the need for critical mass in sub-disciplines within biocomputing. For that reason, it is the only meeting whose sessions are defined dynamically each year in response to specific proposals. PSB sessions are organized by leaders of research in biocomputing's 'hot topics.' In this way, the meeting provides an early forum for serious examination of emerging methods and approaches in this rapidly changing field.
Theory And Practice Of Uncertain Programming
DOWNLOAD
Author : Baoding Liu
language : en
Publisher: Boom Koninklijke Uitgevers
Release Date : 2002-06
Theory And Practice Of Uncertain Programming written by Baoding Liu and has been published by Boom Koninklijke Uitgevers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2002-06 with Business & Economics categories.
"This book provides a self-contained, comprehensive and up-to-date presentation of uncertain programming theory. It includes numerous modeling ideas, hybrid intelligent algorithms, and various applications in transportation problem inventory system, facility location & allocation, capital budgeting, topological optimization, vehicle routing problem, redundancy optimization, and scheduling. Researchers, practitioners and students in operations research, management science, information science, system science, and engineering will find this work a stimulating and useful reference."--BOOK JACKET.Title Summary field provided by Blackwell North America, Inc. All Rights Reserved
Genetic Programming Theory And Practice
DOWNLOAD
Author : Rick Riolo
language : en
Publisher: Springer Science & Business Media
Release Date : 2003-11-30
Genetic Programming Theory And Practice written by Rick Riolo and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-11-30 with Computers categories.
Genetic Programming Theory and Practice explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The material contained in this contributed volume was developed from a workshop at the University of Michigan's Center for the Study of Complex Systems where an international group of genetic programming theorists and practitioners met to examine how GP theory informs practice and how GP practice impacts GP theory. The contributions cover the full spectrum of this relationship and are written by leading GP theorists from major universities, as well as active practitioners from leading industries and businesses. Chapters include such topics as John Koza's development of human-competitive electronic circuit designs; David Goldberg's application of "competent GA" methodology to GP; Jason Daida's discovery of a new set of factors underlying the dynamics of GP starting from applied research; and Stephen Freeland's essay on the lessons of biology for GP and the potential impact of GP on evolutionary theory. The book also includes chapters on the dynamics of GP, the selection of operators and population sizing, specific applications such as stock selection in emerging markets, predicting oil field production, modeling chemical production processes, and developing new diagnostics from genomic data. Genetic Programming Theory and Practice is an excellent reference for researchers working in evolutionary algorithms and for practitioners seeking innovative methods to solve difficult computing problems.