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The availability of parallel processing machines makes it possible to envisage solving four types of numerical optimisation problems that still present difficulties on fast sequential machines. These four types of problems are described, then two parallel processing machines, ICL DAP and NEPTUNE are briefly described, and ways of mapping the problems onto ICL DAP and NEPTUNE are discussed. Finally,...