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Numerical Optimization for Robotics

RobOptim: Numerical Optimization for Robotics

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Numerical Optimization for Robotics | roboptim.net Reviews

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RobOptim: Numerical Optimization for Robotics

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1

Getting Started

http://www.roboptim.net/getting-started.html

Solving a problem is done through several steps:. Define your cost function by deriving one kind of function, depending on whether or not you want to provide a Jacobian and/or a Hessian. Define your constraints functions in the same manner. Build an instance of problem matching your requirements. Use one of the solvers to solve your problem. The following example defines a cost function F and two constraints G0 and G1. Defining the cost function. The library contains the following hierarchy of functions:.

2

Development

http://www.roboptim.net/development.html

RobOptim Core Plugin CMinPack. RobOptim Core Plugin IPOPT. RobOptim Core Plugin Eigen. RobOptim Core Plugin NAG. RobOptim Core Plugin CMA-ES. RobOptim Core Plugin NLopt. RobOptim Core Plugin PaGMO. RobOptim Core Plugin MOSEK. RobOptim Core Plugin KNITRO. Access to all developer information. Due to GitHub API quota, if you access this page frequently, you will need to login to see the number of issues and pull request. Provides hosting for our source code and website. Test Reports by Coveralls.io.

3

RobOptim Team

http://www.roboptim.net/authors.html

Meet the RobOptim developpers! Thomas Moulard, Postdoc at CNRS-AIST JRL. Thomas Moulard is JSPS fellowship at CNRS-AIST JRL since November 2012. He graduated from the EPITA engineering school in 2008. He prepared his thesis under the supervision of Florent Lamiraux and obtained his Ph.D. in 2012 from the INP Toulouse (Institut National Polytechnique). His research interests are: humanoid robotics, numerical optimization, robotics architecture and system integration. Benjamin Chrétien, PhD Student at LIRMM.

4

Documentation

http://www.roboptim.net/documentation.html

RobOptim Core Plugin CMinPack. RobOptim Core Plugin IPOPT. RobOptim Core Plugin Eigen. RobOptim Core Plugin NAG. RobOptim Core Plugin NLopt. Finding the documentation on your system. If you have RobOptim installed on your system, the documentation corresponding to. RobOptim version should also be available in. Comments powered by Disqus. Middot; Fork this website.

5

Function operators/decorators

http://www.roboptim.net/operators-decorators.html

Bind some function input to a constant value. Function, bound values. Store the results of the last few computations. Function, cache size. Chain (compose) two functions. Concatenate the output of two functions. Derivative of a function w.r.t. one of the parameters. Function, parameter index. Compute the gradients with finite differences. Apply a function several times to an input vector. Function, repeat size. Difference of two functions. Sum of two functions. Product of two functions.

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