proceedings of the first international conference on genetic algorithms and their applications

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Proceedings Of The First International Conference On Genetic Algorithms And Their Applications

Author : John J. Grefenstette
ISBN : 9781317760245
Genre : Psychology
File Size : 50. 75 MB
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Computer solutions to many difficult problems in science and engineering require the use of automatic search methods that consider a large number of possible solutions to the given problems. This book describes recent advances in the theory and practice of one such search method, called Genetic Algorithms. Genetic algorithms are evolutionary search techniques based on principles derived from natural population genetics, and are currently being applied to a variety of difficult problems in science, engineering, and artificial intelligence.

Industrial And Engineering Applications Of Artificial Intelligence And Expert Systems

Author : M Ali
ISBN : 9056996150
Genre : Computers
File Size : 59. 62 MB
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The field of artificial intelligence has been maturing for a number of years and has inspired many researchers to produce innovative intelligent systems to demonstrate the capability of intelligent machines and their success in solving human problems. Only recently, however, have intelligent systems shown progress in demonstrating success in real-life applications, particularly in industrial environments. Many organizations have successfully used at least some limited aspects of intelligent research in their day-to-day operations. The objectives of this volume are to focus on these real-life applications and report a comprehensive view of the theoretical and applied aspects of intelligent systems technology. The most recent work in industrial, commercial, military, and academic environments is summarized, including 61 state-of-the-art reports on active research applied to real world problems.

Genetic Algorithms And Their Applications

Author : John J. Grefenstette
ISBN : 9781134989737
Genre : Psychology
File Size : 70. 84 MB
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First Published in 1987. Routledge is an imprint of Taylor & Francis, an informa company.

Evolutionary Algorithms And Neural Networks

Author : Seyedali Mirjalili
ISBN : 9783319930251
Genre : Computers
File Size : 42. 13 MB
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This book introduces readers to the fundamentals of artificial neural networks, with a special emphasis on evolutionary algorithms. At first, the book offers a literature review of several well-regarded evolutionary algorithms, including particle swarm and ant colony optimization, genetic algorithms and biogeography-based optimization. It then proposes evolutionary version of several types of neural networks such as feed forward neural networks, radial basis function networks, as well as recurrent neural networks and multi-later perceptron. Most of the challenges that have to be addressed when training artificial neural networks using evolutionary algorithms are discussed in detail. The book also demonstrates the application of the proposed algorithms for several purposes such as classification, clustering, approximation, and prediction problems. It provides a tutorial on how to design, adapt, and evaluate artificial neural networks as well, and includes source codes for most of the proposed techniques as supplementary materials.

Proceedings Of An International Conference On Genetic Algorithms And Their Applications

Author : John J. Grefenstette
ISBN : UOM:39015013047280
Genre : Adaptation (Biology)
File Size : 59. 57 MB
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Genetic Algorithms Data Structures Evolution Programs

Author : Zbigniew Michalewicz
ISBN : 9783662033159
Genre : Computers
File Size : 62. 23 MB
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Genetic algorithms are founded upon the principle of evolution, i.e., survival of the fittest. Hence evolution programming techniques, based on genetic algorithms, are applicable to many hard optimization problems, such as optimization of functions with linear and nonlinear constraints, the traveling salesman problem, and problems of scheduling, partitioning, and control. The importance of these techniques is still growing, since evolution programs are parallel in nature, and parallelism is one of the most promising directions in computer science. The book is self-contained and the only prerequisite is basic undergraduate mathematics. This third edition has been substantially revised and extended by three new chapters and by additional appendices containing working material to cover recent developments and a change in the perception of evolutionary computation.

Fourth International Conference On Factory 2000 Advanced Factory Information 3 5 October 1994

Author : Institution of Electrical Engineers. Computing & Control Division
ISBN : UIUC:30112007968289
Genre : Computers
File Size : 47. 89 MB
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Proceedings Of The First International Conference On Computational Intelligence And Informatics

Author : Suresh Chandra Satapathy
ISBN : 9789811024719
Genre : Computers
File Size : 42. 61 MB
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The book covers a variety of topics which include data mining and data warehousing, high performance computing, parallel and distributed computing, computational intelligence, soft computing, big data, cloud computing, grid computing, cognitive computing, image processing, computer networks, wireless networks, social networks, wireless sensor networks, information and network security, web security, internet of things, bioinformatics and geoinformatics. The book is a collection of best papers submitted in the First International Conference on Computational Intelligence and Informatics (ICCII 2016) held during 28-30 May 2016 at JNTUH CEH, Hyderabad, India. It was hosted by Department of Computer Science and Engineering, JNTUH College of Engineering in association with Division V (Education & Research) CSI, India.

Soft Computing In Engineering Design And Manufacturing

Author : Pravir K. Chawdhry
ISBN : 3540762140
Genre : Computers
File Size : 36. 64 MB
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This book is a collection of some 47 research papers that were presented in June 1997 at the 2nd Online World Conference in soft computing. It covers the state-of-the-art techniques and applications of soft computing which will stimulate further advances towards the next generation of intelligent machines. The papers are organised into eight sections which cover areas such as genetic algorithms, engineering design, manufacturing and robotics. The book's main focus, though, is on the existence and interaction of fuzzy, neural and evolutionary computing techniques. Though fundamentally quite different from one another, these techniques can work incredibly well together when building intelligent systems. Soft Computing in Engineering Design and Manufacturing will be of interest to graduate students and researchers involved in soft computing. It will also be useful for those working in related industrial environments.

First International Conference On Genetic Algorithms In Engineering Systems Innovations And Applications Galesia 12 14 September 1995 Venue Halifax Hall University Of Sheffield Uk

Author : Institution of Electrical Engineers. Computing & Control Division
ISBN : UIUC:30112045628135
Genre : Computers
File Size : 33. 35 MB
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