Handbook Of Grammatical Evolution
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Handbook Of Grammatical Evolution
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Author : Conor Ryan
language : en
Publisher: Springer
Release Date : 2018-09-11
Handbook Of Grammatical Evolution written by Conor Ryan and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-11 with Computers categories.
This handbook offers a comprehensive treatise on Grammatical Evolution (GE), a grammar-based Evolutionary Algorithm that employs a function to map binary strings into higher-level structures such as programs. GE's simplicity and modular nature make it a very flexible tool. Since its introduction almost twenty years ago, researchers have applied it to a vast range of problem domains, including financial modelling, parallel programming and genetics. Similarly, much work has been conducted to exploit and understand the nature of its mapping scheme, triggering additional research on everything from different grammars to alternative mappers to initialization. The book first introduces GE to the novice, providing a thorough description of GE along with historical key advances. Two sections follow, each composed of chapters from international leading researchers in the field. The first section concentrates on analysis of GE and its operation, giving valuable insight into set up and deployment. The second section consists of seven chapters describing radically different applications of GE. The contributions in this volume are beneficial to both novices and experts alike, as they detail the results and researcher experiences of applying GE to large scale and difficult problems. Topics include: • Grammar design • Bias in GE • Mapping in GE • Theory of disruption in GE · Structured GE · Geometric semantic GE · GE and semantics · Multi- and Many-core heterogeneous parallel GE · Comparing methods to creating constants in GE · Financial modelling with GE · Synthesis of parallel programs on multi-cores · Design, architecture and engineering with GE · Computational creativity and GE · GE in the prediction of glucose for diabetes · GE approaches to bioinformatics and system genomics · GE with coevolutionary algorithms in cybersecurity · Evolving behaviour trees with GE for platform games · Business analytics and GE for the prediction of patient recruitment in multicentre clinical trials
Progress In Artificial Intelligence
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Author : Goreti Marreiros
language : en
Publisher: Springer Nature
Release Date : 2022-09-12
Progress In Artificial Intelligence written by Goreti Marreiros and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-12 with Computers categories.
This book constitutes the proceedings of the 21st EPIA Conference on Artificial Intelligence, EPIA 2022, which took place in Lisbon, Portugal, in August/September 2022. The 64 papers presented in this volume were carefully reviewed and selected from 85 submissions. They were organized in topical sections as follows: AI4IS - Artificial Intelligence for Industry and Societies; AIL - Artificial Intelligence and Law; AIM - Artificial Intelligence in Medicine; AIPES - Artificial Intelligence in Power and Energy Systems; AITS - Artificial Intelligence in Transportation Systems; AmIA - Ambient Intelligence and Affective Environments; GAI - General AI; IROBOT - Intelligent Robotics; KDBI - Knowledge Discovery and Business Intelligence; KRR - Knowledge Representation and Reasoning; MASTA - Multi-Agent Systems: Theory and Applications; TeMA - Text Mining and Applications.
The Handbook Of Cultural Linguistics
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Author : Alireza Korangy
language : en
Publisher: Springer Nature
Release Date : 2024-05-31
The Handbook Of Cultural Linguistics written by Alireza Korangy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-31 with Social Science categories.
Bringing together a wide selection of work on cultural linguistics and pragmatics, this comprehensive handbook offers global, comparative insights into the field. Diversity does not always imply differences, but it also offers insights into surprising similarities and parallels when it comes to expressions. By the same token, this collection shows that when we see that linguistic differences, when they exist, stem from not merely language, but from the cultural and historical context that cultivates and nurtures them. Within that paradigm, then, this handbook locates the importance of philosophy, religion (or even the lack thereof), political affiliations, and so on, in forming expressions. In addition, comparisons with other models of cultural linguistics are undertaken. These trends provide readers with a comprehensive introduction to issues in cultural linguistics, addressing the peculiarities of the field under the rubric of localized studies, and speaking to the possibilities that exist in interpretation of what metaphors are. The book highlights the complexities that are so tightly interwoven into the fabric of every word and a sentence, across cultures and linguistic traditions. A must-have collection for anthropologists, philosophers, linguists, philologists, theoreticians, rhetoricians, and scholars of poetics, this is the one-stop reference in cultural linguistics.
Computational Intelligence
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Author : Jonathan Garibaldi
language : en
Publisher: Springer Nature
Release Date : 2023-11-02
Computational Intelligence written by Jonathan Garibaldi and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-02 with Technology & Engineering categories.
This book includes a set of selected revised and extended versions of the best papers presented at the 13th International Joint Conference on Computational Intelligence (IJCCI 2021) – held as an online event, from October 25 to 27, 2021. We focus on three outstanding fields of Computational Intelligence through the selected panel, namely: Evolutionary Computation, Fuzzy Computation, and Neural Computation. Besides presenting the recent advances of the selected areas, the book aims to aggregate new and innovative solutions for confirmed researchers and on the other hand to provide a source of information and/or inspiration for young interested researchers or learners in the ever-expanding and current field of Computational Intelligence. It constitutes a precious provision of knowledge for individual researchers as well as represent a valuable sustenance for collective use in academic libraries (of universities and engineering schools) relating innovative techniques in various fields of applications.
Metaheuristics For Machine Learning
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Author : Mansour Eddaly
language : en
Publisher: Springer Nature
Release Date : 2023-03-13
Metaheuristics For Machine Learning written by Mansour Eddaly and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-13 with Computers categories.
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.
Genetic Programming
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Author : Ting Hu
language : en
Publisher: Springer Nature
Release Date : 2020-04-09
Genetic Programming written by Ting Hu and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-09 with Computers categories.
This book constitutes the refereed proceedings of the 23rd European Conference on Genetic Programming, EuroGP 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EvoCOP, EvoMUSART and EvoApplications. The 12 full papers and 6 short papers presented in this book were carefully reviewed and selected from 36 submissions. The papers cover a wide spectrum of topics, including designing GP algorithms for ensemble learning, comparing GP with popular machine learning algorithms, customising GP algorithms for more explainable AI applications to real-world problems.
Ai S Transformative Impact On Finance Auditing And Investment
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Author : Ghosn, Fadi
language : en
Publisher: IGI Global
Release Date : 2025-05-29
Ai S Transformative Impact On Finance Auditing And Investment written by Ghosn, Fadi and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-29 with Business & Economics categories.
AI's transformative impact on finance, auditing, and investment revolutionizes the way financial systems operate, making processes more efficient, accurate, and data driven. In finance, AI automates complex tasks like risk assessment, fraud detection, and predictive analytics, allowing firms to make more informed decisions and manage risk with precision. In auditing, AI tools enhance the ability to analyze large amounts of financial data, identifying discrepancies that may have gone unnoticed, improving transparency and accountability. Investment strategies are reshaped as AI-powered algorithms optimize portfolio management, forecast market trends, and execute trades in real time, reducing human error and enabling faster decision-making. While these advancements offer incredible benefits, they also raise concerns about security, data privacy, and the potential for job displacement in traditional financial roles, which requires further exploration. AI's Transformative Impact on Finance, Auditing, and Investment examines how AI technologies are revolutionizing these critical sectors. It examines foundational AI concepts, including machine learning, natural language processing, and their applications in risk management, fraud detection, financial forecasting, and audit automation, discussing ethics, regulatory considerations, and future trends. This book covers topics such as policymaking, data analytics, and financial technology, and is a useful resource for business owners, policymakers, economists, academicians, researchers, and data scientists.
The Oxford Handbook Of Computational Economics And Finance
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Author : Shu-Heng Chen
language : en
Publisher: Oxford University Press
Release Date : 2018-01-12
The Oxford Handbook Of Computational Economics And Finance written by Shu-Heng Chen and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-12 with Business & Economics categories.
The Oxford Handbook of Computational Economics and Finance provides a survey of both the foundations of and recent advances in the frontiers of analysis and action. It is both historically and interdisciplinarily rich and also tightly connected to the rise of digital society. It begins with the conventional view of computational economics, including recent algorithmic development in computing rational expectations, volatility, and general equilibrium. It then moves from traditional computing in economics and finance to recent developments in natural computing, including applications of nature-inspired intelligence, genetic programming, swarm intelligence, and fuzzy logic. Also examined are recent developments of network and agent-based computing in economics. How these approaches are applied is examined in chapters on such subjects as trading robots and automated markets. The last part deals with the epistemology of simulation in its trinity form with the integration of simulation, computation, and dynamics. Distinctive is the focus on natural computationalism and the examination of the implications of intelligent machines for the future of computational economics and finance. Not merely individual robots, but whole integrated systems are extending their "immigration" to the world of Homo sapiens, or symbiogenesis.
The Oxford Handbook Of Polysynthesis
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Author : Michael Fortescue
language : en
Publisher: Oxford University Press
Release Date : 2017-09-14
The Oxford Handbook Of Polysynthesis written by Michael Fortescue and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-14 with Language Arts & Disciplines categories.
This handbook offers an extensive crosslinguistic and cross-theoretical survey of polysynthetic languages, in which single multi-morpheme verb forms can express what would be whole sentences in English. These languages and the problems they raise for linguistic analyses have long featured prominently in language descriptions, and yet the essence of polysynthesis remains under discussion, right down to whether it delineates a distinct, coherent type, rather than an assortment of frequently co-occurring traits. Chapters in the first part of the handbook relate polysynthesis to other issues central to linguistics, such as complexity, the definition of the word, the nature of the lexicon, idiomaticity, and to typological features such as argument structure and head marking. Part two contains areal studies of those geographical regions of the world where polysynthesis is particularly common, such as the Arctic and Sub-Arctic and northern Australia. The third part examines diachronic topics such as language contact and language obsolence, while part four looks at acquisition issues in different polysynthetic languages. Finally, part five contains detailed grammatical descriptions of over twenty languages which have been characterized as polysynthetic, with special attention given to the presence or absence of potentially criterial features.
Applications Of Evolutionary Computation
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Author : Juan Luis Jiménez Laredo
language : en
Publisher: Springer Nature
Release Date : 2022-04-15
Applications Of Evolutionary Computation written by Juan Luis Jiménez Laredo and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-15 with Computers categories.
This book constitutes the refereed proceedings of the 25th International Conference on Applications of Evolutionary Computation, EvoApplications 2022, held as part of Evo*2022, in April 2022, co-located with the Evo*2022 events EuroGP, EvoCOP, and EvoMUSART. The 46 revised full papers presented in this book were carefully reviewed and selected from 67 submissions.