عنوان

Handbook of grammatical evolution /

شابک

3030087727

شابک

3319787179

شابک

3319787187

شابک

9783030087722

شابک

9783319787176

شابک

9783319787183

شابک اشتباه

3319787160

شابک اشتباه

9783319787169

عنوان اصلي

Handbook of grammatical evolution /

نام عام مواد

[Book]

نام نخستين پديدآور

Conor Ryan, Michael O'Neill, JJ Collins editors.

محل نشرو پخش و غیره

Cham, Switzerland :

نام ناشر، پخش کننده و غيره

Springer,

تاریخ نشرو بخش و غیره

2018.

نام خاص و کميت اثر

1 online resource :

ساير جزييات

illustrations (some color)

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

1 Introduction to GE -- 2 Understanding Grammatical Evolution: Grammar Design -- 3 Bias in Grammatical Evolution -- 4 Mapping in Grammatical Evolution -- 5 Theory of Disruption in GE -- 6 Structured Grammatical Evolution -- 7 Geometric Semantic Grammatical Evolution -- 8 GE and Semantics -- 9 Multi- and Many-core Heterogeneous Parallel Grammatical Evolution -- 10 Grammatical Evolution -- 11 Financial Modelling with Grammatical Evolution -- 12 Synthesis of Parallel Programs on Multi-cores -- 13 Design, Architecture and Engineering with Grammatical Evolution -- 14 Computational Creativity and Grammatical Evolution -- 15 Grammatical Evolution in the Prediction of Glucose for Diabetes -- 16 Genomics -- 17 Grammatical Evolution with Coevolutionary Algorithms in Cybersecurity -- 18 Evolving Behavior Trees with Grammatical Evolution for Platform Games -- 19 Patient Recruitment in Multicentre Clinical Trials.

بدون عنوان

0

متن يادداشت

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.

منبع سفارش / آدرس اشتراک

Springer Nature

شماره انبار

com.springer.onix.9783319787176

عنوان

Handbook of grammatical evolution.

شماره استاندارد بين المللي کتاب و موسيقي

9783319787169

موضوع مستند نشده

Automatic programming (Computer science), Handbooks, manuals, etc.

موضوع مستند نشده

Evolutionary programming (Computer science), Handbooks, manuals, etc.

موضوع مستند نشده

Genetic algorithms, Handbooks, manuals, etc.

موضوع مستند نشده

Artificial Intelligence (incl. Robotics).

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Automatic programming (Computer science)

موضوع مستند نشده

COMPUTERS-- Computer Science.

موضوع مستند نشده

COMPUTERS-- Programming-- General.

موضوع مستند نشده

Evolutionary programming (Computer science)

موضوع مستند نشده

Genetic algorithms.

موضوع مستند نشده

COM-- 014000

موضوع مستند نشده

COM-- 051000

موضوع مستند نشده

TJFM1

موضوع مستند نشده

UYQ

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Collins, J. J.

مستند نام اشخاص تاييد نشده

O'Neill, Michael

مستند نام اشخاص تاييد نشده

Ryan, Conor,1972-

تاريخ عمليات

20200823113701.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y