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The Haifa 2000 Workshop on "Inherently Parallel Algorithms for
Feasibility and Optimization and their Applications" brought
together top scientists in this area. The objective of the Workshop
was to discuss, analyze and compare the latest developments in this
fast growing field of applied mathematics and to identify topics of
research which are of special interest for industrial applications
and for further theoretical study.
Inherently parallel algorithms, that is, computational methods
which are, by their mathematical nature, parallel, have been
studied in various contexts for more than fifty years. However, it
was only during the last decade that they have mostly proved their
practical usefulness because new generations of computers made
their implementation possible in order to solve complex feasibility
and optimization problems involving huge amounts of data via
parallel processing. These led to an accumulation of computational
experience and theoretical information and opened new and
challenging questions concerning the behavior of inherently
parallel algorithms for feasibility and optimization, their
convergence in new environments and in circumstances in which they
were not considered before their stability and reliability. Several
research groups all over the world focused on these questions and
it was the general feeling among scientists involved in this effort
that the time has come to survey the latest progress and convey a
perspective for further development and concerted scientific
investigations. Thus, the editors of this volume, with the support
of the Israeli Academy for Sciences and Humanities, took the
initiative of organizing a Workshop intended to bring together the
leading scientists in the field. The current volume is the
Proceedings of the Workshop representing the discussions, debates
and communications that took place. Having all that information
collected in a single book will provide mathematicians and
engineers interested in the theoretical and practical aspects of
the inherently parallel algorithms for feasibility and optimization
with a tool for determining when, where and which algorithms in
this class are fit for solving specific problems, how reliable they
are, how they behave and how efficient they were in previous
applications. Such a tool will allow software creators to choose
ways of better implementing these methods by learning from existing
experience.
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