A balanced layout problem of cylinders in a cylindrical container of the minimal radius
Keywords:
balanced layout, cylinders, behavior constraints, mathematical modeling, nonlinear programmingAbstract
We study a balanced layout problem of a collection of homogeneous circular cylinders onto the given bearing plates of a cylindrical container of minimal radius taking into account behavior constraints. We consider a reduced model of a spacecraft as the mechanical system. The latter is formed by means of a cylindrical container with placed objects (technical equipment) onto the given bearing plates. Behavior constraints include dynamic equilibrium, moments of inertia, stability constraints. A mathematical model of the problem is constructed in the form of nonlinear programming problem, using phi-functions. We develop the efficient algorithm, involving the multistart method, an algorithm for constructing a set of feasible starting points and IPOPT to solve nonlinear programming problems. In order to simplify a nontrivial procedure of searching for a feasible starting point we apply a special algorithm, which is based on homothetic transformations of circles. The proposed solution method allows us: to search for local optimal solutions for the balanced layout problem of cylinders in a cylindrical container of the minimal radius, improve a convergence of the local optimization and reduce the computational time. We present a number of known benchmark instances to demonstrate the high efficiency of our approach.
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Copyright (c) 2015 А. В. Панкратов, Т. Е. Романова, А. А. Коваленко
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