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Package nnls interfaces the Lawson-Hanson implementation of an algorithm for non-negative least-squares, allowing the combination of non-negative and non-positive constraints. This makes the algorithm highly scalable and efficient, in terms of both time and memory footprint. The NMOF package provides implementations of differential evolution, particle swarm optimization, local search and threshold accepting a variant of simulated annealing. Machine coded genetic algorithm MCGA provided by package mcga is a tool which solves optimization problems based on byte representation of variables. It contains a number of algorithms to choose from and offers a formula syntax similar to lm. It provides an interface to L1 regression in the R code of function rq. LocalSolver is a commercial product, academic licenses are available on request.

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Therefore following each package description a list of abbreviations describes the typical features of the optimizer i. The full name of the subject as well as the corresponding MSC code if available are given in brackets. Academics will receive a free licence upon request. The implementation uses gradient-based algorithms and embeds a stochastic gradient method for global search. Package ecr provides a framework for building evolutionary algorithms for single - and multi-objective continuous or discrete optimization problems. This algorithm is accessible via the snomadr function and is primarily designed for constrained optimization of blackbox functions.

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Optimization Problem TypesLinear Programming (LP)Quadratic Programming (QP)Solving LP and QP ProblemsOther Problem TypesLinear Programming (LP) ProblemsA linear programming (LP) problem is one in which the objective and all of the constraints are linear. This CRAN task view contains a list of packages which offer facilities for solving optimization problems. Although every regression model in statistics solves an optimization problem they are not part of this view.



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