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 : 37. 11 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.

Genetic Algorithms And Their Applications

Author : John J. Grefenstette
ISBN : 9781134989737
Genre : Psychology
File Size : 68. 90 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 : 86. 11 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.

Toward A Practice Of Autonomous Systems

Author : Francisco J. Varela
ISBN : 0262720191
Genre : Psychology
File Size : 63. 35 MB
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Artificial life embodies a recent and important conceptual step in modem science: asserting that the core of intelligence and cognitive abilities is the same as the capacity for living. The recent surge of interest in artificial life has pushed a whole range of engineering traditions, such as control theory and robotics, beyond classical notions of goal and planning into biologically inspired notions of viability and adaptation, situatedness and operational closure.These proceedings serve two important functions: they address bottom-up theories of artificial intelligence and explore what can be learned from simple models such as insects about the cognitive processes and characteristic autonomy of living organisms, while also engaging researchers and philosophers in an exciting examination of the epistemological basis of this new trend.Francisco J. Varela is Director of Research at CNRS in Paris, France. Paul Bourgine is Professor of Artificial Intelligence at CEMAGREF, Antony, France.Topics include: Artificial Animals. Genetic Algorithms. Autonomous Systems. Emergent Behaviors. Artificial Ecologies. Immunologic Algorithms. Self-Adapting Systems. Emergent Structures. Emotion And Motivation. Neural Networks. Coevolution. Fitness Landscapes Contributors include: H. Bersini. Domenico Parisi. Rodney A. Brooks. Christopher G. Langton. S. Kauffman. J.-L. Denenbourg. Pattie Maes. John Holland. T. Smithers. H. Swefel. H. Muhlenbein.

Genetic Algorithms Data Structures Evolution Programs

Author : Zbigniew Michalewicz
ISBN : 9783662033159
Genre : Computers
File Size : 43. 28 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.

An Introduction To Genetic Algorithms

Author : Melanie Mitchell
ISBN : 0262631857
Genre : Computers
File Size : 88. 25 MB
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Genetic algorithms are used in science and engineering for problem solving and as computational models. This brief introduction enables readers to implement and experiment with genetic algorithms on their own. The descriptions of applications and modeling projects stretch beyond the boundaries of computer science to include systems theory, game theory, biology, ecology, and population genetics. 20 illustrations.

Proceedings Of An International Conference On Genetic Algorithms And Their Applications

Author : John J. Grefenstette
ISBN : UOM:39015013047280
Genre : Adaptation (Biology)
File Size : 43. 55 MB
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Cellular Genetic Algorithms

Author : Enrique Alba
ISBN : 0387776109
Genre : Mathematics
File Size : 82. 74 MB
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Cellular Genetic Algorithms defines a new class of optimization algorithms based on the concepts of structured populations and Genetic Algorithms (GAs). The authors explain and demonstrate the validity of these cellular genetic algorithms throughout the book with equal and parallel emphasis on both theory and practice. This book is a key source for studying and designing cellular GAs, as well as a self-contained primary reference book for these algorithms.

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 : 51. 56 MB
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Soft Computing In Engineering Design And Manufacturing

Author : Pravir K. Chawdhry
ISBN : 3540762140
Genre : Computers
File Size : 61. 54 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.

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