fpga-task-arrangement-with-genetic-algorithms

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Fpga Task Arrangement With Genetic Algorithms

Author : Bernd Scheuermann
ISBN : 9783832422998
Genre : Computers
File Size : 30. 48 MB
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Inhaltsangabe:Abstract: Two evolutionary approaches of allocating tasks onto a Field-Programmable Gate Array (FPGA) are presented. Offline task arrangement: whenever a set of tasks has to be arranged onto an FPGA in practice, one is interested in arranging a maximum number of tasks which efficiently utilize the FPGA area. A genetic algorithm is proposed searching for an arrangement of tasks offline, i.e. before the tasks are physically placed onto the FPGA. Online task arrangement: FPGAs that allow partial reconfiguration at run-time can be shared among multiple independent tasks. When the sequence of tasks to be performed is unpredictable the FPGA controller needs to make allocation decisions online. Since online allocation suffers from fragmentation, tasks can end up waiting despite there being sufficient, albeit non-contiguous resources available to service them. The time to complete tasks is consequently longer and the utilization of the FPGA is lower than it could be. A genetic algorithm is proposed rearranging a subset of the tasks executing on the FPGA when doing so allows the next pending task to be processed sooner. In comparison with other heuristic approaches a genetic algorithm is described and evaluated which overcomes the NP-hard problems of identifying feasible rearrangements and scheduling the rearrangements when moving tasks are reloaded from off-chip. Inhaltsverzeichnis:Table of Contents: 1.Introduction7 2.Field Programmable Gate Arrays9 2.1Architecture of FPGAs9 2.2Dynamically Reconfigurable FPGAs10 2.3Comparison with Related Devices11 2.4Creation of an FPGA Model11 3.FPGA Task Arrangement Problem18 3.1Static Task Arrangement Problem18 3.1.1Static Task Management18 3.1.2Problem Formulation20 3.2Dynamic Task Arrangement Problem21 3.2.1Dynamic Task Management21 3.2.2Search for an Admissible Task Rearrangement22 3.2.3Rearrangement Scheduling24 3.2.4Buffer Restriction27 3.2.5Problem Formulation30 4.Arrangement Concepts31 4.1Shape Functions31 4.2Slicing Trees35 5.Genetic Algorithms41 5.1Introduction41 5.2The Functioning of Genetic Algorithms 43 5.3Main Components of Genetic Algorithms45 5.3.1Representation45 5.3.2Initialization46 5.3.3Evaluation47 5.3.4Stopping Condition47 5.3.5Reproduction47 5.3.6Selection48 5.3.7Genetic Operators49 6.Static Task Arrangement51 6.1Representation51 6.2Initialization52 6.2.1Random Pairing53 6.2.2Traversal of Flexible Slicing Trees53 6.3Evaluation56 6.4Genetic [...]

Field Programmable Logic And Applications The Roadmap To Reconfigurable Computing

Author : Reiner W. Hartenstein
ISBN : 9783540446149
Genre : Computers
File Size : 56. 3 MB
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This book is the proceedings volume of the 10th International Conference on Field Programmable Logic and its Applications (FPL), held August 27 30, 2000 in Villach, Austria, which covered areas like reconfigurable logic (RL), reconfigurable computing (RC), and its applications, and all other aspects. Its subtitle "The Roadmap to Reconfigurable Computing" reminds us, that we are currently witnessing the runaway of a breakthrough. The annual FPL series is the eldest international conference in the world covering configware and all its aspects. It was founded 1991 at Oxford University (UK) and is 2 years older than its two most important competitors usually taking place at Monterey and Napa. FPL has been held at Oxford, Vienna, Prague, Darmstadt, London, Tallinn, and Glasgow (also see: http://www. fpl. uni kl. de/FPL/). The New Case for Reconfigurable Platforms: Converging Media. Indicated by palmtops, smart mobile phones, many other portables, and consumer electronics, media such as voice, sound, video, TV, wireless, cable, telephone, and Internet continue to converge. This creates new opportunities and even necessities for reconfigurable platform usage. The new converged media require high volume, flexible, multi purpose, multi standard, low power products adaptable to support evolving standards, emerging new standards, field upgrades, bug fixes, and, to meet the needs of a growing number of different kinds of services offered to zillions of individual subscribers preferring different media mixes.

Evolutionary Electronics

Author : Ricardo Salem Zebulum
ISBN : 9781420041590
Genre : Technology & Engineering
File Size : 35. 40 MB
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From the explosion of interest, research, and applications of evolutionary computation a new field emerges-evolutionary electronics. Focused on applying evolutionary computation concepts and techniques to the domain of electronics, many researchers now see it as holding the greatest potential for overcoming the drawbacks of conventional design techniques. Evolutionary Electronics: Automatic Design of Electronic Circuits and Systems by Genetic Algorithms formally introduces and defines this area of research, presents its main challenges in electronic design, and explores emerging technologies. It describes the evolutionary computation paradigm and its primary algorithms, and explores topics of current interest, such as multi-objective optimization. The authors examine numerous evolutionary electronics applications, draw conclusions about those applications, and sketch the future of evolutionary computation and its applications in electronics. In coming years, the appearance of more and more advanced technologies will increase the complexity of optimization and synthesis problems, and evolutionary electronics will almost certainly become a key to solving those problems. Evolutionary Electronics is your key to discovering and unlocking the potential of this promising new field.

Iccce 2020

Author : Amit Kumar
ISBN : 9789811579615
Genre : Technology & Engineering
File Size : 21. 6 MB
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This book is a collection of research papers and articles presented at the 3rd International Conference on Communications and Cyber-Physical Engineering (ICCCE 2020), held on 1-2 February 2020 at CMR Engineering College, Hyderabad, Telangana, India. Discussing the latest developments in voice and data communication engineering, cyber-physical systems, network science, communication software, image and multimedia processing research and applications, as well as communication technologies and other related technologies, it includes contributions from both academia and industry. This book is a valuable resource for scientists, research scholars and PG students working to formulate their research ideas and find the future directions in these areas. Further, it may serve as a reference work to understand the latest engineering and technologies used by practicing engineers in the field of communication engineering.

Field Programmable Logic And Applications

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ISBN : UOM:39015048229424
Genre : Field programmable gate arrays
File Size : 75. 28 MB
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Genetic And Evolutionary Computation Gecco 2004

Author : Kalyanmoy Deb
ISBN : 9783540248545
Genre : Computers
File Size : 51. 2 MB
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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.

Evolvable Systems From Biology To Hardware

Author : Tetsuya Higuchi
ISBN : 3540631739
Genre : Computers
File Size : 32. 3 MB
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This book constitutes the strictly refereed post-conference proceedings recording the scientific progress achieved at the First International Conference on Evolvable Systems: From Biology to Hardware, ICES'96, held in Tsukuba, Japan, in October 1996. The volume presents 33 revised full papers including several invited contributions surveying the state of the art in this emerging area of research and development. The volume is divided into topical sections on evolware, cellular systems, engineering applications of evolvable hardware systems, evolutionary robotics, innovative architectures, evolvable systems, evolvable hardware, and genetic programming.

Handbook Of Research On Natural Computing For Optimization Problems

Author : Mandal, Jyotsna Kumar
ISBN : 9781522500599
Genre : Computers
File Size : 64. 89 MB
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Nature-inspired computation is an interdisciplinary topic area that connects the natural sciences to computer science. Since natural computing is utilized in a variety of disciplines, it is imperative to research its capabilities in solving optimization issues. The Handbook of Research on Natural Computing for Optimization Problems discusses nascent optimization procedures in nature-inspired computation and the innovative tools and techniques being utilized in the field. Highlighting empirical research and best practices concerning various optimization issues, this publication is a comprehensive reference for researchers, academicians, students, scientists, and technology developers interested in a multidisciplinary perspective on natural computational systems.

Genetic And Evolutionary Computation Gecco

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ISBN : UOM:39015058899025
Genre : Evolutionary computation
File Size : 76. 32 MB
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Handbook Of Nature Inspired And Innovative Computing

Author : Albert Y. Zomaya
ISBN : 0387405321
Genre : Computers
File Size : 82. 40 MB
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As computing devices proliferate, demand increases for an understanding of emerging computing paradigms and models based on natural phenomena. Neural networks, evolution-based models, quantum computing, and DNA-based computing and simulations are all a necessary part of modern computing analysis and systems development. Vast literature exists on these new paradigms and their implications for a wide array of applications. This comprehensive handbook, the first of its kind to address the connection between nature-inspired and traditional computational paradigms, is a repository of case studies dealing with different problems in computing and solutions to these problems based on nature-inspired paradigms. The "Handbook of Nature-Inspired and Innovative Computing: Integrating Classical Models with Emerging Technologies" is an essential compilation of models, methods, and algorithms for researchers, professionals, and advanced-level students working in all areas of computer science, IT, biocomputing, and network engineering.

2013 International Conference On Computer Science And Artificial Intelligence

Author : Dr. Yuetong Lin
ISBN : 9781605951324
Genre : Computers
File Size : 36. 12 MB
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The main objective of ICCSAI2013 is to provide a platform for the presentation of top and latest research results in global scientific areas. The conference aims to provide a high level international forum for researcher, engineers and practitioners to present and discuss recent advances and new techniques in computer science and artificial intelligence. It also serves to foster communications among researcher, engineers and practitioners working in a common interest in improving computer science, artificial intelligence and the related fields. We have received 325 numbers of papers through "Call for Paper", out of which 94 numbers of papers were accepted for publication in the conference proceedings through double blind review process. The conference is designed to stimulate the young minds including Research Scholars, Academicians, and Practitioners to contribute their ideas, thoughts and nobility in these two disciplines.

Evolvable Systems

Author :
ISBN : UOM:39015041540959
Genre : Digital integrated circuits
File Size : 78. 6 MB
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New Scientist

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ISBN : UOM:39015046588805
Genre : Science
File Size : 90. 23 MB
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Hardware Evolution

Author : Adrian Thompson
ISBN : 9781447134145
Genre : Computers
File Size : 20. 81 MB
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Evolution through natural selection has been going on for a very long time. Evolution through artificial selection has been practiced by humans for a large part of our history, in the breeding of plants and livestock. Artificial evolution, where we evolve an artifact through artificial selection, has been around since electronic computers became common: about 30 years. Right from the beginning, people have suggested using artificial evolution to design electronics automatically.l Only recently, though, have suitable re configurable silicon chips become available that make it easy for artificial evolution to work with a real, physical, electronic medium: before them, ex periments had to be done entirely in software simulations. Early research concentrated on the potential applications opened-up by the raw speed ad vantage of dedicated digital hardware over software simulation on a general purpose computer. This book is an attempt to show that there is more to it than that. In fact, a radically new viewpoint is possible, with fascinating consequences. This book was written as a doctoral thesis, submitted in September 1996. As such, it was a rather daring exercise in ruthless brevity. Believing that the contribution I had to make was essentially a simple one, I resisted being drawn into peripheral discussions. In the places where I deliberately drop a subject, this implies neither that it's not interesting, nor that it's not relevant: just that it's not a crucial part of the tale I want to tell here.

Through Life Engineering Services

Author : Louis Redding
ISBN : 9783319121116
Genre : Technology & Engineering
File Size : 70. 57 MB
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Demonstrating the latest research and analysis in the area of through-life engineering services (TES), this book utilizes case studies and expert analysis from an international array of practitioners and researchers – who together represent multiple manufacturing sectors: aerospace, railway and automotive – to maximize reader insights into the field of through-life engineering services. As part of the EPSRC Centre in Through-life Engineering Services program to support the academic and industrial community, this book presents an overview of non-destructive testing techniques and applications and provides the reader with the information needed to assess degradation and possible automation of through-life engineering service activities . The latest developments in maintenance-repair-overhaul (MRO) are presented with emphasis on cleaning technologies, repair and overhaul approaches and planning and digital assistance. The impact of these technologies on sustainable enterprises is also analyzed. This book will help to support the existing TES community and will provide future studies with a strong base from which to analyze and apply techn9olgical trends to real world examples.

Computing In Engineering And Technology

Author : Brijesh Iyer
ISBN : 9789813295155
Genre : Technology & Engineering
File Size : 89. 32 MB
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The book is a collection of selected high quality research papers presented at the International Conference on Computing in Engineering and Technology (ICCET 2019), held on January 10–11, 2019 at Deogiri Institute of Engineering and Management Studies, Aurangabad, India. Focusing on frontier topics and next-generation technologies, it presents original and innovative research from academics, scientists, students, and engineers alike.

Power Electronics And Power Quality

Author : José Gabriel Oliveira Pinto
ISBN : 9783039283583
Genre : Technology & Engineering
File Size : 55. 57 MB
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Power quality (PQ) is receiving more and more attention from consumers, distribution system operators, transmission system operators, and other entities related to electrical power systems. As PQ problems have direct implications for business productivity, causing high economic losses, the research and development monitoring technologies and power electronics solutions that ensure the PQ of the power systems are matters of utmost importance. This book is a collection of high quality papers published in the “Power Electronics and Power Quality” Special Issue of the journal Energies. It reflects on the latest investigations and the new trends in this field.

Vlsi Design And Test

Author : S. Rajaram
ISBN : 9789811359507
Genre : Computers
File Size : 79. 12 MB
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This book constitutes the refereed proceedings of the 22st International Symposium on VLSI Design and Test, VDAT 2018, held in Madurai, India, in June 2018. The 39 full papers and 11 short papers presented together with 8 poster papers were carefully reviewed and selected from 231 submissions. The papers are organized in topical sections named: digital design; analog and mixed signal design; hardware security; micro bio-fluidics; VLSI testing; analog circuits and devices; network-on-chip; memory; quantum computing and NoC; sensors and interfaces.

Electrical Electronics Abstracts

Author :
ISBN : OSU:32435059589309
Genre : Electrical engineering
File Size : 87. 46 MB
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Proceedings Of The 2000 Congress On Evolutionary Computation

Author : Institute of Electrical and Electronics Engineers
ISBN : UCSD:31822029712296
Genre : Computers
File Size : 53. 88 MB
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These volumes contain the proceedings of the 2000 Congress on Evolutionary Computation. The papers address: genetic programming; evolutionary optimization; the evolution of neural networks; evolutionary robotics; data mining with evolutionary algorithms; bio-inspired hardware; and more.

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