Peerless Optimizer
Project description
Peerless Optimizer
Developed by Eve Utils www.eveutils.com
Peerless is a software that implements an optimization algorithm to solve the following type of problems
min f(x) subject to g(x) >= 0 h(x) >= 0 lb <= x <= ub
where:
- x is an element in R^n where some x_i in N (some or all can be integers)
- lb, ub in R^n with lb_i <= ub_i forall i in 1,...,n
- g : R^n -> R^m is a function that can be nonlinear, non-differentiable or discontinuous
- h : R^n -> R^p is a function that can also be nonlinear, non-differentiable or discontinuous
Main features
- Nonlinear, non-differentiable, discontinuous The functions f, g and h can be of any type as long as they return similar values when evaluated are the same point different times (more about this later).
- Discrete Some or all the variables can be restricted to take integer values.
- Global Problems can have many local and global optima.
- Stochastic Function evaluations can be the result of a process using one or many probability distributions.
- Scenarios A Stochastic problem can be specified by scenarios
- Parallel and distributed Peerless can be executed in parallel or distributed mode
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peerless-1.0.1.tar.gz
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