Handbook Of Grammatical Evolution
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Author |
: Conor Ryan |
Publisher |
: Springer |
Total Pages |
: 497 |
Release |
: 2018-09-11 |
ISBN-10 |
: 9783319787176 |
ISBN-13 |
: 3319787179 |
Rating |
: 4/5 (76 Downloads) |
Synopsis Handbook of Grammatical Evolution by : Conor Ryan
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
Author |
: Michael O'Neill |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 157 |
Release |
: 2012-12-06 |
ISBN-10 |
: 9781461504474 |
ISBN-13 |
: 1461504473 |
Rating |
: 4/5 (74 Downloads) |
Synopsis Grammatical Evolution by : Michael O'Neill
Grammatical Evolution: Evolutionary Automatic Programming in an Arbitrary Language provides the first comprehensive introduction to Grammatical Evolution, a novel approach to Genetic Programming that adopts principles from molecular biology in a simple and useful manner, coupled with the use of grammars to specify legal structures in a search. Grammatical Evolution's rich modularity gives a unique flexibility, making it possible to use alternative search strategies - whether evolutionary, deterministic or some other approach - and to even radically change its behavior by merely changing the grammar supplied. This approach to Genetic Programming represents a powerful new weapon in the Machine Learning toolkit that can be applied to a diverse set of problem domains.
Author |
: Ian Dempsey |
Publisher |
: Springer Science & Business Media |
Total Pages |
: 200 |
Release |
: 2009-04-07 |
ISBN-10 |
: 9783642003134 |
ISBN-13 |
: 3642003133 |
Rating |
: 4/5 (34 Downloads) |
Synopsis Foundations in Grammatical Evolution for Dynamic Environments by : Ian Dempsey
Dynamic environments abound, encompassing many real-world problems in fields as diverse as finance, engineering, biology and business. A vibrant research literature has emerged which takes inspiration from evolutionary processes to develop problem-solvers for these environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is a cutting edge volume illustrating current state of the art in applying grammar-based evolutionary computation to solve real-world problems in dynamic environments. The book provides a clear introduction to dynamic environments and the types of change that can occur. This is followed by a detailed description of evolutionary computation, concentrating on the powerful Grammatical Evolution methodology. It continues by addressing fundamental issues facing all Evolutionary Algorithms in dynamic problems, such as how to adapt and generate constants, how to enhance evolvability and maintain diversity. Finally, the developed methods are illustrated with application to the real-world dynamic problem of trading on financial time-series. The book was written to be accessible to a wide audience and should be of interest to practitioners, academics and students, who are seeking to apply grammar-based evolutionary algorithms to solve problems in dynamic environments. 'Foundations in Grammatical Evolution for Dynamic Environments' is the second book dedicated to the topic of Grammatical Evolution.
Author |
: Maggie Tallerman |
Publisher |
: Oxford University Press |
Total Pages |
: 790 |
Release |
: 2012 |
ISBN-10 |
: 9780199541119 |
ISBN-13 |
: 0199541116 |
Rating |
: 4/5 (19 Downloads) |
Synopsis The Oxford Handbook of Language Evolution by : Maggie Tallerman
Leading scholars present critical accounts of every aspect of the field, including work in animal behaviour; anatomy, genetics and neurology; the prehistory of language; the development of our uniquely linguistic species; and language creation, transmission, and change.
Author |
: Stefan Müller |
Publisher |
: Language Science Press |
Total Pages |
: 1632 |
Release |
: |
ISBN-10 |
: 9783961102556 |
ISBN-13 |
: 3961102554 |
Rating |
: 4/5 (56 Downloads) |
Synopsis Head-Driven Phrase Structure Grammar by : Stefan Müller
Head-Driven Phrase Structure Grammar (HPSG) is a constraint-based or declarative approach to linguistic knowledge, which analyses all descriptive levels (phonology, morphology, syntax, semantics, pragmatics) with feature value pairs, structure sharing, and relational constraints. In syntax it assumes that expressions have a single relatively simple constituent structure. This volume provides a state-of-the-art introduction to the framework. Various chapters discuss basic assumptions and formal foundations, describe the evolution of the framework, and go into the details of the main syntactic phenomena. Further chapters are devoted to non-syntactic levels of description. The book also considers related fields and research areas (gesture, sign languages, computational linguistics) and includes chapters comparing HPSG with other frameworks (Lexical Functional Grammar, Categorial Grammar, Construction Grammar, Dependency Grammar, and Minimalism).
Author |
: James R. Hurford |
Publisher |
: Oxford University Press |
Total Pages |
: 808 |
Release |
: 2012 |
ISBN-10 |
: 9780199207879 |
ISBN-13 |
: 0199207879 |
Rating |
: 4/5 (79 Downloads) |
Synopsis The Origins of Grammar by : James R. Hurford
The second in James Hurford's acclaimed two-volume exploration of the biological evolution of language explores the evolutionary and cultural preconditions and consequences of humanity's great leap into language.
Author |
: Patricia Cabredo Hofherr |
Publisher |
: Oxford University Press |
Total Pages |
: 793 |
Release |
: 2021 |
ISBN-10 |
: 9780198795858 |
ISBN-13 |
: 0198795858 |
Rating |
: 4/5 (58 Downloads) |
Synopsis The Oxford Handbook of Grammatical Number by : Patricia Cabredo Hofherr
This volume offers detailed accounts of current research in grammatical number in language. Following a detailed introduction, the chapters in the first three parts of the book explore the multiple research questions in the field and the complex problems surrounding the analysis of grammatical number: Part I presents the background and foundational notions, Part II the morphological, semantic, and syntactic aspects, and Part III the different means of expressing plurality in the event domain. The final part offers fifteen case studies that include in-depth discussion of grammatical number phenomena in a range of typologically diverse languages, written by - or in collaboration with - native speakers linguists or based on extensive fieldwork. The volume draws on work from a range of subdisciplines - including morphology, syntax, semantics, and psycholinguistics - and will be a valuable resource for students and scholars in all areas of theoretical, descriptive, and experimental linguistics.
Author |
: Heiko Narrog |
Publisher |
: Oxford University Press |
Total Pages |
: 948 |
Release |
: 2011-10-13 |
ISBN-10 |
: 9780199586783 |
ISBN-13 |
: 0199586780 |
Rating |
: 4/5 (83 Downloads) |
Synopsis The Oxford Handbook of Grammaticalization by : Heiko Narrog
This book presents a critical assessment of research on grammaticalization, a central element in the process by which grammars are created. Leading scholars discuss its core theoretical and methodological bases, report on work in the field, and point to directions for new research. They represent every relevant theoretical perspective and approach.
Author |
: Oscar Castillo |
Publisher |
: Springer Nature |
Total Pages |
: 792 |
Release |
: 2020-02-27 |
ISBN-10 |
: 9783030354459 |
ISBN-13 |
: 3030354458 |
Rating |
: 4/5 (59 Downloads) |
Synopsis Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications by : Oscar Castillo
This book describes the latest advances in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid intelligent combinations, and their applications in the areas such as intelligent control, robotics, pattern recognition, medical diagnosis, time series prediction, and optimization. The topic is highly relevant as most current intelligent systems and devices use some form of intelligent feature to enhance their performance. The book also presents new and advanced models and algorithms of type-2 fuzzy logic and intuitionistic fuzzy systems, which are of great interest to researchers in these areas. Further, it proposes novel, nature-inspired optimization algorithms and innovative neural models. Featuring contributions on theoretical aspects as well as applications, the book appeals to a wide audience.
Author |
: John O'Sullivan |
Publisher |
: |
Total Pages |
: |
Release |
: 2003 |
ISBN-10 |
: OCLC:264705637 |
ISBN-13 |
: |
Rating |
: 4/5 (37 Downloads) |
Synopsis An Investigation Into Grammatical Evolution Search Strategies by : John O'Sullivan