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Industrial Applications of Evolutionary Algorithms, Ernesto Sanchez; Giovanni Squillero; Alberto Tonda



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Автор: Ernesto Sanchez; Giovanni Squillero; Alberto Tonda
Название:  Industrial Applications of Evolutionary Algorithms
ISBN: 9783642443466
Издательство: Springer
Классификация:
ISBN-10: 364244346X
Обложка/Формат: Paperback
Страницы: 144
Вес: 0.231 кг.
Дата издания: 2012
Серия: Intelligent Systems Reference Library
Язык: English
Иллюстрации: Biography
Размер: 229 x 152 x 10
Читательская аудитория: Professional & vocational
Ссылка на Издательство: Link
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Поставляется из: Германии



Innovations in Applied Artificial Intelligence / 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, Ottawa, Canada, May 17-20, 2004. Proceedings

Автор: Orchard Bob, Yang Chunsheng, Moonis Ali
Название: Innovations in Applied Artificial Intelligence / 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, Ottawa, Canada, May 17-20, 2004. Proceedings
ISBN: 3540220070 ISBN-13(EAN): 9783540220077
Издательство: Springer
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Цена: 13167 р.
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Описание: This book constitutes the refereed proceedings of the 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2004, held in Ottawa, Canada, in May 2004.The 129 revised full papers presented were carefully reviewed and selected from 208 submissions. The papers are organized in topical sections on neural networks, bioinformatics, data mining, general applications, autonomous agents, intelligent systems, knowledge processing and NLP, intelligent user interfaces, evolutionary computing, fuzzy logic, human-roboter interaction, computer vision and image processing, machine learning and case-based reasoning, heuristic search, security, Internet applications, planning and scheduling, constraint satisfaction, e-learning, expert systems, applications to design, machine learning, and image processing.

Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011

Автор: Corchado
Название: Soft Computing Models in Industrial and Environmental Applications, 6th International Conference SOCO 2011
ISBN: 3642196438 ISBN-13(EAN): 9783642196430
Издательство: Springer
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Цена: 41018 р.
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Описание: This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2011 held in the beautiful and historic city of Salamanca, Spain, April 2011. This volume presents the papers accepted for the 2011 edition, both for the main event and the Special Sessions. SOCO 2011 Special Sessions are a very useful tool in order to complement the regular program with new or emerging topics of particular interest to the participating community. Four special sessions were organized related to relevant topics as: Optimization and Control in Industry, Speech Processing and Soft Computing, Systems, Man & Cybernetics and Soft Computing for Medical Applications.

Industrial Applications of Evolutionary Algorithms

Автор: Sanchez
Название: Industrial Applications of Evolutionary Algorithms
ISBN: 3642274668 ISBN-13(EAN): 9783642274664
Издательство: Springer
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Цена: 15111 р.
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Описание: Industrial applications of evolutionary algorithms is intended as a resource for both experienced users of evolutionary algorithms and researchers that are beginning to approach these fascinating optimization techniques.Experienced users will find interesting details of real-world problems, advice on solving issues related to fitness computation or modeling, and suggestions on how to set the appropriate parameters to reach optimal solutions.Beginners will find a thorough introduction to evolutionary computation, and a complete presentation of several classes of evolutionary algorithms exploited to solve different problems. Inside, scholars will find useful examples on how to fill the gap between purely theoretical examples and industrial problems.The collection of case studies presented is also extremely appealing for anyone interested in Evolutionary Computation, but without direct access to extensive technical literature on the subject.After the introduction, each chapter in the book presents a test case, and is organized so that it can be read independently from the rest: all the information needed to understand the problem and the approach is reported in each part. Chapters are grouped by three themes of particular interest for real-world applications, namely prototype-based validation, reliability and test generation.The authors hope that this volume will help to expose the flexibility and efficiency of evolutionary techniques, encouraging more companies to adopt them; and that, most of all, you will enjoy your reading.

Variants of Evolutionary Algorithms for Real-World Applications

Автор: Chiong
Название: Variants of Evolutionary Algorithms for Real-World Applications
ISBN: 3642234232 ISBN-13(EAN): 9783642234231
Издательство: Springer
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Цена: 17324 р.
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Описание: Evolutionary Algorithms (EAs) are population-based, stochastic search algorithms that mimic natural evolution. Due to their ability to find excellent solutions for conventionally hard and dynamic problems within acceptable time, EAs have attracted interest from many researchers and practitioners in recent years. This book “Variants of Evolutionary Algorithms for Real-World Applications” aims to promote the practitioner’s view on EAs by providing a comprehensive discussion of how EAs can be adapted to the requirements of various applications in the real-world domains. It comprises 14 chapters, including an introductory chapter re-visiting the fundamental question of what an EA is and other chapters addressing a range of real-world problems such as production process planning, inventory system and supply chain network optimisation, task-based jobs assignment, planning for CNC-based work piece construction, mechanical/ship design tasks that involve runtime-intense simulations, data mining for the prediction of soil properties, automated tissue classification for MRI images, and database query optimisation, among others. These chapters demonstrate how different types of problems can be successfully solved using variants of EAs and how the solution approaches are constructed, in a way that can be understood and reproduced with little prior knowledge on optimisation.

Автор: Das
Название: Swarm and Evolutionary Computing: Algorithms, Analyses, and Applications
ISBN: 0470881348 ISBN-13(EAN): 9780470881347
Издательство: Wiley
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Цена: 10106 р.
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Описание: The book presents the first complete and unified overview of swarm computing and evolutionary computing. The book examines the algorithms form the point of views of their cimputational ability in handling complex optimization problems, and demonstrates the socpe of their applicaitonsin various domains of science and engineering.

Applications of Evolutionary Computation

Автор: Di Chio
Название: Applications of Evolutionary Computation
ISBN: 3642205194 ISBN-13(EAN): 9783642205194
Издательство: Springer
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Цена: 10394 р.
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Описание: This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2011, held in Torino, Italy, in April 2011 colocated with the Evo* 2011 events. Thanks to the large number of submissions received, the proceedings for EvoApplications 2011 are divided across two volumes (LNCS 6624 and 6625). The present volume contains contributions for EvoCOMNET, EvoFIN, EvoIHOT, EvoMUSART, EvoSTIM, and EvoTRANSLOC. The 51 revised full papers presented were carefully reviewed and selected from numerous submissions. This volume presents an overview about the latest research in EC. Areas where evolutionary computation techniques have been applied range from telecommunication networks to complex systems, finance and economics, games, image analysis, evolutionary music and art, parameter optimization, scheduling, and logistics. These papers may provide guidelines to help new researchers tackling their own problem using EC.

Genetic and Evolutionary Computation: Medical Applications

Автор: Stephen L. Smith,Stefano Cagnoni
Название: Genetic and Evolutionary Computation: Medical Applications
ISBN: 0470748133 ISBN-13(EAN): 9780470748138
Издательство: Wiley
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Цена: 13441 р.
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Описание: Genetic and Evolutionary Computation: Medical Applications provides an overview of the range of GEC techniques being applied to medicine and healthcare in a context that is relevant not only for existing GEC practitioners but also those from other discip

Applications of Evolutionary Computation

Автор: Di Chio
Название: Applications of Evolutionary Computation
ISBN: 3642291775 ISBN-13(EAN): 9783642291777
Издательство: Springer
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Цена: 9239 р.
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Описание: This book constitutes the refereed proceedings of the International Conference on the Applications of Evolutionary Computation, EvoApplications 2012, held in M?laga, Spain, in April 2012, colocated with the Evo* 2012 events EuroGP, EvoCOP, EvoBIO, and EvoMUSART. The 54 revised full papers presented were carefully reviewed and selected from 90 submissions. EvoApplications 2012 consisted of the following 11 tracks: EvoCOMNET (nature-inspired techniques for telecommunication networks and other parrallel and distributed systems), EvoCOMPLEX (algorithms and complex systems), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoHOT (bio-inspired heuristics for design automation), EvoIASP (evolutionary computation in image analysis and signal processing), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defense applications), EvoSTIM (nature-inspired techniques in scheduling, planning, and timetabling), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).

Practical Applications of Evolutionary Computation to Financial Engineering

Автор: Iba
Название: Practical Applications of Evolutionary Computation to Financial Engineering
ISBN: 3642276474 ISBN-13(EAN): 9783642276477
Издательство: Springer
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Цена: 16191 р.
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Описание: “Practical Applications of Evolutionary Computation to Financial Engineering” presents the state of the art techniques in Financial Engineering using recent results in Machine Learning and Evolutionary Computation. This book bridges the gap between academics in computer science and traders and explains the basic ideas of the proposed systems and the financial problems in ways that can be understood by readers without previous knowledge on either of the fields. To cement the ideas discussed in the book, software packages are offered that implement the systems described within. The book is structured so that each chapter can be read independently from the others. Chapters 1 and 2 describe evolutionary computation. The third chapter is an introduction to financial engineering problems for readers who are unfamiliar with this area. The following chapters each deal, in turn, with a different problem in the financial engineering field describing each problem in detail and focusing on solutions based on evolutionary computation. Finally, the two appendixes describe software packages that implement the solutions discussed in this book, including installation manuals and parameter explanations.

Advances and Applications of Optimised Algorithms in Image Processing

Автор: Diego Oliva; Erik Cuevas
Название: Advances and Applications of Optimised Algorithms in Image Processing
ISBN: 3319485490 ISBN-13(EAN): 9783319485492
Издательство: Springer
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Цена: 13859 р.
Наличие на складе: Поставка под заказ.

Описание: This book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimization are analyzed to provide an overview of the application of these tools in image processing. The material has been compiled from a teaching perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics, and can be used for courses on Artificial Intelligence, Advanced Image Processing, Computational Intelligence, etc. Likewise, the material can be useful for research from the evolutionary computation, artificial intelligence and image processing communities.

Spatially Structured Evolutionary Algorithms / Artificial Evolution in Space and Time

Автор: Tomassini Marco
Название: Spatially Structured Evolutionary Algorithms / Artificial Evolution in Space and Time
ISBN: 3540241930 ISBN-13(EAN): 9783540241935
Издательство: Springer
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Цена: 6347 р.
Наличие на складе: Поставка под заказ.

Описание: Evolutionary algorithms (EAs) is now a mature problem-solving family of heuristics that has found its way into many important real-life problems and into leading-edge scientific research. Spatially structured EAs have different properties than standard, mixing EAs. By virtue of the structured disposition of the population members they bring about new dynamical features that can be harnessed to solve difficult problems faster and more efficiently. This book describes the state of the art in spatially structured EAs by using graph concepts as a unifying theme. The models, their analysis, and their empirical behavior are presented in detail. Moreover, there is new material on non-standard networked population structures such as small-world networks.The book should be of interest to advanced undergraduate and graduate students working in evolutionary computation, machine learning, and optimization. It should also be useful to researchers and professionals working in fields where the topological structures of populations and their evolution plays a role.

Introduction to Evolutionary Algorithms

Автор: Xinjie Yu; Mitsuo Gen
Название: Introduction to Evolutionary Algorithms
ISBN: 144712569X ISBN-13(EAN): 9781447125693
Издательство: Springer
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Цена: 22521 р.
Наличие на складе: Поставка под заказ.

Описание: Introduction to Evolutionary Algorithms presents a comprehensive, up-to-date overview of evolutionary algorithms. Readers will find a discussion of hot topics in the field, including genetic algorithms, differential evolution, swarm intelligence, and artificial immune systems.


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