Classical And Evolutionary Algorithms In The Optimization Of Optical Systems

Author : Darko Vasiljevic
Publisher : Springer Science & Business Media
Page : 282 pages
File Size : 42,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461510512

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Classical and Evolutionary Algorithms in the Optimization of Optical Systems by Darko Vasiljevic Pdf

The optimization of optical systems is a very old problem. As soon as lens designers discovered the possibility of designing optical systems, the desire to improve those systems by the means of optimization began. For a long time the optimization of optical systems was connected with well-known mathematical theories of optimization which gave good results, but required lens designers to have a strong knowledge about optimized optical systems. In recent years modern optimization methods have been developed that are not primarily based on the known mathematical theories of optimization, but rather on analogies with nature. While searching for successful optimization methods, scientists noticed that the method of organic evolution (well-known Darwinian theory of evolution) represented an optimal strategy of adaptation of living organisms to their changing environment. If the method of organic evolution was very successful in nature, the principles of the biological evolution could be applied to the problem of optimization of complex technical systems.

Author : Rolf Drechsler,Nicole Drechsler
Publisher : Springer Science & Business Media
Page : 202 pages
File Size : 46,7 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461510352

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Evolutionary Algorithms for Embedded System Design by Rolf Drechsler,Nicole Drechsler Pdf

Evolutionary Algorithms for Embedded System Design describes how Evolutionary Algorithm (EA) concepts can be applied to circuit and system design - an area where time-to-market demands are critical. EAs create an interesting alternative to other approaches since they can be scaled with the problem size and can be easily run on parallel computer systems. This book presents several successful EA techniques and shows how they can be applied at different levels of the design process. Starting on a high-level abstraction, where software components are dominant, several optimization steps are demonstrated, including DSP code optimization and test generation. Throughout the book, EAs are tested on real-world applications and on large problem instances. For each application the main criteria for the successful application in the corresponding domain are discussed. In addition, contributions from leading international researchers provide the reader with a variety of perspectives, including a special focus on the combination of EAs with problem specific heuristics. Evolutionary Algorithms for Embedded System Design is an excellent reference for both practitioners working in the area of circuit and system design and for researchers in the field of evolutionary concepts.

Author : Anil Menon
Publisher : Springer Science & Business Media
Page : 288 pages
File Size : 45,6 Mb
Release : 2006-04-11
Category : Computers
ISBN : 9781402077821

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Frontiers of Evolutionary Computation by Anil Menon Pdf

Frontiers of Evolutionary Computation brings together eleven contributions by international leading researchers discussing what significant issues still remain unresolved in the field of Evolutionary Computation (Ee. They explore such topics as the role of building blocks, the balancing of exploration with exploitation, the modeling of EC algorithms, the connection with optimization theory and the role of EC as a meta-heuristic method, to name a few. The articles feature a mixture of informal discussion interspersed with formal statements, thus providing the reader an opportunity to observe a wide range of EC problems from the investigative perspective of world-renowned researchers. These prominent researchers include: Heinz M]hlenbein, Kenneth De Jong, Carlos Cotta and Pablo Moscato, Lee Altenberg, Gary A. Kochenberger, Fred Glover, Bahram Alidaee and Cesar Rego, William G. Macready, Christopher R. Stephens and Riccardo Poli, Lothar M. Schmitt, John R. Koza, Matthew J. Street and Martin A. Keane, Vivek Balaraman, Wolfgang Banzhaf and Julian Miller.

Author : Pravir K. Chawdhry,Rajkumar Roy,Raj K. Pant
Publisher : Springer Science & Business Media
Page : 462 pages
File Size : 42,9 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781447104278

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Soft Computing in Engineering Design and Manufacturing by Pravir K. Chawdhry,Rajkumar Roy,Raj K. Pant Pdf

Soft Computing has emerged as an important approach towards achieving intelligent computational paradigms where key elements are learning from experience in the presence of uncertainties, fuzzy belief functioos, and ·evolutioo of the computing strategies of the learning agent itself. Fuzzy, neural and evolutionary computing are the three major themes of soft computing. The book presents original research papers dealing with the theory of soft computing and its applicatioos in engineering design and manufacturing. The methodologies have been applied to a large variety of real life problems. Applicatioo of soft computing has provided the opportunity to integrate human like 'vagueness' and real life 'uncertainty' to an otherwise 'hard' computer programme. Now, a computer programme can learn, adapt, and evolve using soft computing. The book identifies the strengths and Iimitatioos of soft cOOlputing techniques, particularly with reference to their engineering applications. The applications range fran design optimisatioo to scheduling and image analysis. Goal optimisatioo with incomplete infmnatioo and under uncertainty is the key to solving real-life problems in design and manufacturing. Soft computing techniques presented in this book address these issues. Computatiooal complexity and efficient implementatioo of these techniques are also major concerns for realising useful industrial applications of soft computing. The different parts in the book also address these issues. The book cootains 9 parts, 8 of which are based 00 papers fran the '2nd On-line World Conference 00 Soft Computing in Engineering Design and Manufacture (WSC2),.

Author : Kalyanmoy Deb,Riccardo Poli,Wolfgang Banzhaf,Hans-Georg Beyer,Edmund Burke,Paul Darwen,Dipankar Dasgupta,Dario Floreano,James A. Foster,Mark Harman,Owen Holland,Pier Luca Lanzi,Lee Spector,Andrea Tettamanzi,Dirk Thierens,Andy Tyrrell
Publisher : Springer
Page : 1485 pages
File Size : 43,9 Mb
Release : 2004-06-01
Category : Computers
ISBN : 9783540248552

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Genetic and Evolutionary Computation — GECCO 2004 by Kalyanmoy Deb,Riccardo Poli,Wolfgang Banzhaf,Hans-Georg Beyer,Edmund Burke,Paul Darwen,Dipankar Dasgupta,Dario Floreano,James A. Foster,Mark Harman,Owen Holland,Pier Luca Lanzi,Lee Spector,Andrea Tettamanzi,Dirk Thierens,Andy Tyrrell Pdf

The two volume set LNCS 3102/3103 constitutes the refereed proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2004, held in Seattle, WA, USA, in June 2004. The 230 revised full papers and 104 poster papers presented were carefully reviewed and selected from 460 submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; artificial immune systems, biological applications; coevolution; evolutionary robotics; evolution strategies and evolutionary programming; evolvable hardware; genetic algorithms; genetic programming; learning classifier systems; real world applications; and search-based software engineering.

Author : Bartlomiej Beliczynski,Andrzej Dzielinski,Marcin Iwanowski,Bernadete Ribeiro
Publisher : Springer
Page : 854 pages
File Size : 49,8 Mb
Release : 2007-07-03
Category : Computers
ISBN : 9783540716181

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Adaptive and Natural Computing Algorithms by Bartlomiej Beliczynski,Andrzej Dzielinski,Marcin Iwanowski,Bernadete Ribeiro Pdf

This two volume set constitutes the refereed proceedings of the 8th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2007, held in Warsaw, Poland, in April 2007. Coverage in the first volume includes evolutionary computation, genetic algorithms, and particle swarm optimization. The second volume covers neural networks, support vector machines, biomedical signal and image processing, biometrics, computer vision.

Author : Aboul Ella Hassanien,Ahmad Taher Azar,Tarek Gaber,Roheet Bhatnagar,Mohamed F. Tolba
Publisher : Springer
Page : 960 pages
File Size : 45,6 Mb
Release : 2019-03-16
Category : Technology & Engineering
ISBN : 9783030141189

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The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2019) by Aboul Ella Hassanien,Ahmad Taher Azar,Tarek Gaber,Roheet Bhatnagar,Mohamed F. Tolba Pdf

This book presents the peer-reviewed proceedings of the 4th International Conference on Advanced Machine Learning Technologies and Applications (AMLTA 2019), held in Cairo, Egypt, on March 28–30, 2019, and organized by the Scientific Research Group in Egypt (SRGE). The papers cover the latest research on machine learning, deep learning, biomedical engineering, control and chaotic systems, text mining, summarization and language identification, machine learning in image processing, renewable energy, cyber security, and intelligence swarms and optimization.

Author : Martin A. Trefzer,Andy M. Tyrrell
Publisher : Springer
Page : 411 pages
File Size : 41,5 Mb
Release : 2015-09-14
Category : Computers
ISBN : 9783662446164

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Evolvable Hardware by Martin A. Trefzer,Andy M. Tyrrell Pdf

This book covers the basic theory, practical details and advanced research of the implementation of evolutionary methods on physical substrates. Most of the examples are from electronic engineering applications, including transistor-level design and system-level implementation. The authors present an overview of the successes achieved, and the book will act as a point of reference for both academic and industrial researchers.

Author : José Sasián
Publisher : Cambridge University Press
Page : 251 pages
File Size : 46,6 Mb
Release : 2019-09-26
Category : Medical
ISBN : 9781108494328

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Introduction to Lens Design by José Sasián Pdf

A concise introduction to lens design, including the fundamental theory, concepts, methods and tools used in the field. Covering all the essential concepts and providing suggestions for further reading at the end of each chapter, this book is an essential resource for graduate students working in optics and photonics.

Author : Denis B. Solovev
Publisher : Trans Tech Publications Ltd
Page : 729 pages
File Size : 46,7 Mb
Release : 2021-05-25
Category : Medical
ISBN : 9783035737769

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FarEastCon - Materials and Construction III by Denis B. Solovev Pdf

Selected peer-reviewed full text papers from the International Scientific Conference “FarEastCon” 2020 Selected, peer-reviewed papers from the International Scientific Conference “FarEastCon” 2020 (FarEastСon-2020), October 6-9, 2020, Vladivostok, Russian Federation

Author : Sergey Kovalev,Andrey Sukhanov,Imran Akperov,Sebnem Ozdemir
Publisher : Springer Nature
Page : 533 pages
File Size : 49,7 Mb
Release : 2022-10-30
Category : Technology & Engineering
ISBN : 9783031196201

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Proceedings of the Sixth International Scientific Conference “Intelligent Information Technologies for Industry” (IITI’22) by Sergey Kovalev,Andrey Sukhanov,Imran Akperov,Sebnem Ozdemir Pdf

This book contains the works connected with the key advances in Intelligent Information Technologies for Industry presented in the main track of IITI 2022, the Sixth International Scientific Conference on Intelligent Information Technologies for Industry held on October 31 - November 6, 2022, in Istanbul, Turkey. The works were written by the experts in the field of artificial intelligence including topics such as machine learning, decision making intelligent systems, fuzzy logic, bioinspired systems and Bayesian networks. The following industrial application domains were touched: railway automation, intelligent medical systems, flexible socio-technical systems, navigation systems and energetic systems. The editors believe that this book will be helpful for all scientists and engineers interested in the modern state of applied artificial intelligence.

Author : Andre A. Keller
Publisher : Bentham Science Publishers
Page : 296 pages
File Size : 47,7 Mb
Release : 2017-12-13
Category : Technology & Engineering
ISBN : 9781681085685

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Multi-Objective Optimization in Theory and Practice I: Classical Methods by Andre A. Keller Pdf

Multi-Objective Optimization in Theory and Practice is a traditional two-part approach to solving multi-objective optimization (MOO) problems namely the use of classical methods and evolutionary algorithms. This first book is devoted to classical methods including the extended simplex method by Zeleny and preference-based techniques. This part covers three main topics through nine chapters. The first topic focuses on the design of such MOO problems, their complexities including nonlinearities and uncertainties, and optimality theory. The second topic introduces the founding solving methods including the extended simplex method to linear MOO problems and weighting objective methods. The third topic deals with particular structures of MOO problems, such as mixed-integer programming, hierarchical programming, fuzzy logic programming, and bimatrix games. Multi-Objective Optimization in Theory and Practice is a user-friendly book with detailed, illustrated calculations, examples, test functions, and small-size applications in Mathematica® (among other mathematical packages) and from scholarly literature. It is an essential handbook for students and teachers involved in advanced optimization courses in engineering, information science, and mathematics degree programs.

Author : Anonim
Publisher : Unknown
Page : 234 pages
File Size : 45,9 Mb
Release : 1999
Category : Computer-aided design
ISBN : UOM:39015043404188

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Optical Design and Analysis Software by Anonim Pdf

Author : Mykhailo Bezuglyi,Nadiia Bouraou,Volodymyr Mykytenko,Grygoriy Tymchyk,Artur Zaporozhets
Publisher : Springer Nature
Page : 420 pages
File Size : 43,9 Mb
Release : 2023-12-15
Category : Technology & Engineering
ISBN : 9783031443473

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Advanced System Development Technologies I by Mykhailo Bezuglyi,Nadiia Bouraou,Volodymyr Mykytenko,Grygoriy Tymchyk,Artur Zaporozhets Pdf

This book covers vibroacoustic monitoring, inertial attitude systems, and control system for device processing in complex objects. Modern approaches to the synthesis of algorithmic support for a strapdown inertial attitude system are considered. The general characteristics of navigation systems and the composition of their inertial measurement unit are given. The methods of initial alignment of the system on a stationary base are described. Particular attention is paid to the attitude kinematic parameters of the body frame and methods of their numerical integration. Picard's methods for integrating the Bortz and Poisson kinematic equations are shown. An algorithm for a strapdown inertial attitude system based on using real signals of high-precision laser gyroscopes is proposed. System simulation was carried out using the proposed algorithmic methods. The relevance of the control system created for the processing device parts in the conditions of automated manufacturing is substantiated. Theoretical studies are presented, and the relation between electrical signals, the level of tool wear, and the main reasons for generating electrical signals are identified. A mathematical model of cutting tool wear control was developed based on measuring the variable component of cutting electromotive force. A control system for processing device parts on computer numerical control machines in automated production conditions has been developed. It allows for recording critical wear and breakage of the cutting tool, performing its dimensional adjustment directly on the device, and carrying out its industrial approval in flexible production systems.

Author : Anonim
Publisher : Unknown
Page : 564 pages
File Size : 44,9 Mb
Release : 2004
Category : Optical instruments
ISBN : UOM:39015058299861

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Optical Design and Testing by Anonim Pdf