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The papers in this book show the tremendous potential of emerging
computing paradigms such as genetic algorithms, evolutionary
computing, and neural networks for solving problems of engineering
design.
This volume contains the text of papers presented at the NATO
Advanced Research Workshop on Emergent Computing Methods in
Engineering Design, held in Nafplio, Greece, August 25-27, 1994.
The workshop convened together some thirty or so researchers from
Canada, France, Germany, Greece, Israel, Taiwan, The Netherlands,
United Kingdom and the United States of America, to address issues
related to the application of such emergent computing methods as
genetic algorithms, neural networks and simulated annealing in
problems of engineering design. The volume is essentially organized
into three parts, with each part having some theoretical papers and
other papers of a more practical nature. The frrst part, which
comprises the largest number of papers, deals with genetic
algorithms and evolutionary computing and presents subject matter
ranging from proposed improvements to the computing methodology to
specific applications in engineering design. The second part deals
with neural networks and considers such topics as their application
as approximation tools in design, their adaptation in control
system design and theoretical issues of interpretation. The third
part of the volume presents a collection of papers that examine
such diverse topics as the combined use of genetic algorithms and
neural networks, the application of simulated annealing techniques,
problem decomposition techniques and the computer recognition and
interpretation of emerging objects in engineering design.
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