| Name | #Downloads | Description | Languages |
| ACRS | 669 | A Derivative-Free Adaptively Controlled Random Search algorithm for bound constrained global optimization problems. | Python; Fortran90; C; Matlab |
| DDFSA | 580 | A derivative-free Simulated Annealing algorithm for general constrained global optimization problems | Fortran90 |
| DFBOX_IMPR | 480 | An implementation of a Derivative-Free algorithm for bound constrained optimization problems. | Python; Fortran90 |
| DFLBOX | 500 | A derivative-free Linesearch program for Mixed Integer bound constrained optimization problems. | Matlab; Fortran90 |
| DFLGEN | 476 | A derivative-free Linesearch program for Mixed Integer constrained nonlinear programming problems. | Fortran90 |
| DFLINT | 493 | An algorithm for black-box inequality and box constrained Integer Nonlinear programming problems (The python version of the code has been kindly provided by D.M. Pinto and F.Dominici). | Matlab; Python |
| DFMO | 481 | A derivative-free Linesearch program for constrained multiobjective nonsmooth optimization problems. | Fortran90 |
| DFMOINT | 460 | A derivative-free approach to mixed integer constrained multiobjective nonsmooth optimization | Python |
| DFN | 577 | A linesearch-based derivative-free algorithm to nonsmooth constrained optimization problems (The C version of the code has been kindly provided by Prof. Klaus Truemper from University of Texas at Dallas). | Fortran90; C |
| DFNDFL | 468 | A derivative-free algorithm for mixed integer constrained black-box problems using dense and primitive directions | Python |
| DFO-TRNS | 467 | A derivative-free trust-region algorithm for the unconstrained optimization of nonsmooth black-box functions. | Matlab |
| DFSA | 612 | A derivative-free Simulated Annealing algorithm for general constrained global optimization problems | Fortran90 |
| DIRDFN | 479 | A DIRECT Algorithm with derivative-free local minimizations for (general) constrained global optimization problems. | Fortran90 |
| DIRECT | 578 | An implementation of the DiRect algorithm for bound constrained global optimization problems. | C; Julia |
| DIRMIN | 506 | A DIRECT Algorithm with derivative-free local minimizations, a derivative-free algorithm for bound constrained global optimization problems. | Fortran90 |
| LOGDFL | 457 | A penalty-barrier derivative-free algorithm for the solution of constrained black-box minimization problems | Python |
| MODIR | 462 | A derivative-free DIRECT-type algorithm for constrained multiobjective global optimization problems. | Fortran90 |
| MOIF | 479 | An implicit filtering algorithm for box constrained multiobjective optimization problems. | Matlab |
| ORD | 454 | Optimize, Refine and Drop (ORD) is a derivative-free solver for structured derivative-free optimization and black-box adversarial attacks problems. ORD is available for download on github at https://github.com/acristofari/ord | Matlab |
| SDBOX | 700 | An implementation of a Derivative-Free algorithm for bound constrained optimization problems. | Python; Fortran90; C; Matlab; Julia |
| SDMINMAX | 498 | A derivative-free method for Nonlinear Finite Minimax Optimization problems. | Fortran90 |
| SDPEN | 594 | A Derivative-Free algorithm for general (inequality) constrained optimization problems (The C version of the code has been kindly provided by Prof. Klaus Truemper from University of Texas at Dallas). | Matlab; Fortran90; C |
| TESTGO | 478 | A collection of bound constrained problems for global optimization. | Fortran90 |
| TESTINT | 457 | A collection of 240 inequality constrained plus 61 bound constrained test problems for black-box integer programming. | Matlab |
| TESTMO | 464 | A collection of bound constrained problems for multiobjective optimization (The original AMPL versions of the problems are provided by Prof. L.N. Vicente and co-authors). | Fortran90 |
