Handbook Of Grammatical Evolution

Author : Conor Ryan,Michael O'Neill,JJ Collins
Publisher : Springer
Page : 497 pages
File Size : 54,7 Mb
Release : 2018-09-11
Category : Computers
ISBN : 9783319787176

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Handbook of Grammatical Evolution by Conor Ryan,Michael O'Neill,JJ Collins Pdf

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 : Stefan Müller ,Anne Abeillé,Robert D. Borsley,Jean-Pierre Koenig
Publisher : Language Science Press
Page : 1632 pages
File Size : 47,6 Mb
Release : 2024-06-01
Category : Language Arts & Disciplines
ISBN : 9783961102556

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Head-Driven Phrase Structure Grammar by Stefan Müller ,Anne Abeillé,Robert D. Borsley,Jean-Pierre Koenig Pdf

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
Page : 808 pages
File Size : 51,5 Mb
Release : 2012
Category : Language Arts & Disciplines
ISBN : 9780199207879

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The Origins of Grammar by James R. Hurford Pdf

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 : Oscar Castillo,Patricia Melin,Janusz Kacprzyk
Publisher : Springer Nature
Page : 792 pages
File Size : 50,8 Mb
Release : 2020-02-27
Category : Technology & Engineering
ISBN : 9783030354459

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Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications by Oscar Castillo,Patricia Melin,Janusz Kacprzyk Pdf

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 : Ting Hu,Nuno Lourenço,Eric Medvet
Publisher : Springer Nature
Page : 281 pages
File Size : 48,6 Mb
Release : 2021-03-24
Category : Computers
ISBN : 9783030728120

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Genetic Programming by Ting Hu,Nuno Lourenço,Eric Medvet Pdf

This book constitutes the refereed proceedings of the 24th European Conference on Genetic Programming, EuroGP 2021, held as part of Evo*2021, as Virtual Event, in April 2021, co-located with the Evo*2021 events, EvoCOP, EvoMUSART, and EvoApplications. The 11 revised full papers and 6 short papers presented in this book 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 collection of papers cover interesting topics including developing new operators for variants of GP algorithms, as well as exploring GP applications to the optimisation of machine learning methods and the evolution of complex combinational logic circuits.

Author : Gisele Pappa,Mario Giacobini,Zdenek Vasicek
Publisher : Springer Nature
Page : 366 pages
File Size : 54,6 Mb
Release : 2023-03-28
Category : Computers
ISBN : 9783031295737

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Genetic Programming by Gisele Pappa,Mario Giacobini,Zdenek Vasicek Pdf

This book constitutes the refereed proceedings of the 26th European Conference on Genetic Programming, EuroGP 2023, held as part of EvoStar 2023, in Brno, Czech Republic, during April 12–14, 2023, and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications. The 14 revised full papers and 8 short papers presented in this book were carefully reviewed and selected from 38 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 for both optimization and machine learning problems as well as exploring GP to address complex real-world problems.

Author : Wolfgang Banzhaf,Lee Spector,Leigh Sheneman
Publisher : Springer
Page : 234 pages
File Size : 46,9 Mb
Release : 2019-01-23
Category : Computers
ISBN : 9783030047351

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Genetic Programming Theory and Practice XVI by Wolfgang Banzhaf,Lee Spector,Leigh Sheneman Pdf

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: evolving developmental programs for neural networks solving multiple problems, tangled program, transfer learning and outlier detection using GP, program search for machine learning pipelines in reinforcement learning, automatic programming with GP, new variants of GP, like SignalGP, variants of lexicase selection, and symbolic regression and classification techniques. The volume includes several chapters on best practices and lessons learned from hands-on experience. 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.

Author : Michael O'Neill,Conor Ryan
Publisher : Springer Science & Business Media
Page : 157 pages
File Size : 48,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461504474

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Grammatical Evolution by Michael O'Neill,Conor Ryan Pdf

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 : Juan Luis Jiménez Laredo,J. Ignacio Hidalgo,Kehinde Oluwatoyin Babaagba
Publisher : Springer Nature
Page : 759 pages
File Size : 54,5 Mb
Release : 2022-04-15
Category : Computers
ISBN : 9783031024627

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Applications of Evolutionary Computation by Juan Luis Jiménez Laredo,J. Ignacio Hidalgo,Kehinde Oluwatoyin Babaagba Pdf

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.

Author : Mario Giacobini
Publisher : Springer Nature
Page : 236 pages
File Size : 46,7 Mb
Release : 2024-06-01
Category : Electronic
ISBN : 9783031569579

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Genetic Programming by Mario Giacobini Pdf

Author : Norma Iandelli,Valentina M. Chen,Alison Smith
Publisher : Unknown
Page : 0 pages
File Size : 49,6 Mb
Release : 2020
Category : Electronic
ISBN : 8853629584

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Grammar Evolution by Norma Iandelli,Valentina M. Chen,Alison Smith Pdf

Author : Wolfgang Banzhaf,Leonardo Trujillo,Stephan Winkler,Bill Worzel
Publisher : Springer Nature
Page : 220 pages
File Size : 46,6 Mb
Release : 2022-02-11
Category : Computers
ISBN : 9789811681134

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Genetic Programming Theory and Practice XVIII by Wolfgang Banzhaf,Leonardo Trujillo,Stephan Winkler,Bill Worzel Pdf

This book, written by the foremost international researchers and practitioners of genetic programming (GP), explores the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. In this year’s edition, the topics covered include many of the most important issues and research questions in the field, such as opportune application domains for GP-based methods, game playing and co-evolutionary search, symbolic regression and efficient learning strategies, encodings and representations for GP, schema theorems, and new selection mechanisms. The book includes several chapters on best practices and lessons learned from hands-on experience. 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.

Author : Pedro A. Castillo,Juan Luis Jiménez Laredo,Francisco Fernández de Vega
Publisher : Springer Nature
Page : 709 pages
File Size : 54,9 Mb
Release : 2020-04-09
Category : Computers
ISBN : 9783030437220

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Applications of Evolutionary Computation by Pedro A. Castillo,Juan Luis Jiménez Laredo,Francisco Fernández de Vega Pdf

This book constitutes the refereed proceedings of the 23rd European Conference on Applications of Evolutionary Computation, EvoApplications 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EuroGP, EvoMUSART and EvoCOP. The 44 full papers presented in this book were carefully reviewed and selected from 62 submissions. The papers cover a wide spectrum of topics, ranging from applications of bio-inspired techniques on social networks, evolutionary computation in digital healthcare and personalized medicine, soft-computing applied to games, applications of deep-bioinspired algorithms, parallel and distributed systems, and evolutionary machine learning.​

Author : Godfrey C. Onwubolu,Donald Davendra
Publisher : Springer Science & Business Media
Page : 226 pages
File Size : 54,8 Mb
Release : 2009-01-13
Category : Computers
ISBN : 9783540921509

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Differential Evolution: A Handbook for Global Permutation-Based Combinatorial Optimization by Godfrey C. Onwubolu,Donald Davendra Pdf

This is the first book devoted entirely to Differential Evolution (DE) for global permutative-based combinatorial optimization. Since its original development, DE has mainly been applied to solving problems characterized by continuous parameters. This means that only a subset of real-world problems could be solved by the original, classical DE algorithm. This book presents in detail the various permutative-based combinatorial DE formulations by their initiators in an easy-to-follow manner, through extensive illustrations and computer code. It is a valuable resource for professionals and students interested in DE in order to have full potentials of DE at their disposal as a proven optimizer. All source programs in C and Mathematica programming languages are downloadable from the website of Springer.

Author : Nathalie Gontier,Andy Lock,Chris Sinha
Publisher : Oxford University Press
Page : 1185 pages
File Size : 44,6 Mb
Release : 2024-02-01
Category : Psychology
ISBN : 9780192543516

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Oxford Handbook of Human Symbolic Evolution by Nathalie Gontier,Andy Lock,Chris Sinha Pdf

The biological and neurological capacity to symbolize, and the products of behavioral, cognitive, sociocultural, linguistic, and technological uses of symbols (symbolism), are fundamental to every aspect of human life. The Oxford Handbook of Human Symbolic Evolution explores the origins of our characteristically human abilities - our ability to speak, create images, play music, and read and write. The book investigates how symbolization evolved in human evolution and how symbolism is expressed across the various areas of human life. The field is intrinsically interdisciplinary - considering findings from fossil studies, scientific research from primatology, developmental psychology, and of course linguistics. Written by world leading experts, thirty-eight topical chapters are grouped into six thematic parts that respectively focus on epistemological, psychological, anthropological, ethological, linguistic, and social-technological aspects of human symbolic evolution. The handbook presents an in-depth but comprehensive and interdisciplinary overview of the of the state of the art in the science of human symbolic evolution. This work will be of interest to academics and students active in all fields contributing to the study of human evolution.