Bump version 0.2 and update doc

Cargo.toml

@@ -1,10 +1,10 @@
 [package]
 authors = ["Remi Lafage <[email protected]>"]
 name = "cobyla"
-version = "0.1.4"
+version = "0.2.0"
 edition = "2018"
 license-file = "LICENSE.md"
-description = "Rust wrapping of a C implementation of the COBYLA optimizer."
+description = "COBYLA optimizer for Rust"
 readme = "README.md"
 repository = "https://github.com/relf/cobyla/"
 keywords = ["optimizer", "optimization", "constrained", "derivative-free"]

README.md

@@ -4,11 +4,19 @@
 [![crates.io](https://img.shields.io/crates/v/cobyla)](https://crates.io/crates/cobyla)
 [![docs](https://docs.rs/cobyla/badge.svg)](https://docs.rs/cobyla)
 
-This a Rust wrapper for COBYLA optimizer (COBYLA stands for Constrained Optimization BY Linear Approximations).
-
 COBYLA an algorithm for minimizing a function of many variables. The method is derivatives free (only the function values are needed) 
 and take into account constraints on the variables. The algorithm is described in:
 
   > M.J.D. Powell, "A direct search optimization method that models the objective and constraint functions by linear interpolation," in 
   > Advances in Optimization and Numerical Analysis Mathematics and Its Applications, vol. 275 (eds. Susana Gomez and Jean-Pierre Hennart), 
   > Kluwer Academic Publishers, pp. 51-67 (1994).
+
+## cobyla 0.2.x
+
+COBYLA C code has been translated to Rust using [c2rust](https://github.com/immunant/c2rust) then manually edited.
+
+## cobyla 0.1.x
+
+Rust wrapper for COBYLA optimizer (COBYLA stands for Constrained Optimization BY Linear Approximations). 
+COBYLA C code was copied from [here](https://github.com/emmt/Algorithms/tree/master/cobyla)
+

cobyla/cobyla.c

@@ -18,6 +18,9 @@
  *
  * Copyright (c) 1992, Mike Powell (FORTRAN version).
  * Copyright (c) 2015, Éric Thiébaut (C version).
+ *
+ * Rémi Lafage (2021): copied from https://github.com/emmt/Algorithms/tree/master/cobyla 
+ * cobyla() was renamed raw_cobyla() to avoid name clash with NlOpt implementation
  */
 
 /* To re-use as much as the code for the reverse communication routines, we use

src/lib.rs

@@ -1,7 +1,5 @@
 //! cobyla
 //!
-//! This a Rust wrapper for COBYLA optimizer (COBYLA stands for Constrained Optimization BY Linear Approximations).
-//!
 //! COBYLA is an algorithm for minimizing a function of many variables. The method is derivatives free (only the function values are needed)
 //! and take into account constraints on the variables. The algorithm is described in:
 //!
@@ -14,7 +12,12 @@
 //!
 //! The algorithm is run using the [`fmin_cobyla`] function.
 //!
-//! Implementation Note: the binding is generated with bindgen is visible as the `raw_cobyla` function using the callback type
+//! Implementation Notes:
+//!
+//! 0.2.x : The C code is now translated in Rust using c2rust transpiler then manually edited to avoid FFI usage
+//! to get Rust (unsafe) implementation.
+//!  
+//! 0.1.x : the C code is wrapped with with bindgen is visible as the `raw_cobyla` function using the callback type
 //! `cobyla_calcfc` which is used to compute the objective function and the constraints.
 //!