v0.1.0

Breaking changes

• rename step_size to line_search (15b0d42)
• simpplify API (b19d6b7)
• update return value to OptimizationResult (7943351)

Features

• add <Mode> trait for NelderMead solver (2f4421a)
• add bounded cma-es injected solver (38b3a9b)
• add L-BFGS-B solver (570db88)
• add Moré-Thuente line search (991a2e9)
• add MA-LSCh-CMA solver (7c37901)
• add SSGA solver (1c4fc46)
• add Rastrigin test problem (6cbc73e)
• add CmaInject solver (f46b685)
• add inner executor (3638d02)
• add bounded CMA-ES solver (2508b6d)
• add CMA-ES solver (d5161c2)
• add random search solver (a84b3d0)
• add a trf solver (ba2a5b7)
• implement projected gradient (6137503)
• implement Levenberg-Marquardt solver (edac7a2)
• add sparse linear algebra backends (4544ebd)
• add Gauss Newton solver (7da924b)
• design linalg trait math backend (51a2130)
• add Residual and Jacobian traits (04e4d79)
• web: make curves smoother (ccd6bb8)
• add Goldstein-Price problem (b64fd80)
• add Matyas and McCormick problems (8ee942b)
• web: add theme toggle (ab4f0d7)
• add wasm crate and web app (9f3b2bb)
• add Booth and Beale problems (f395e61)
• add Sphere test problem (8a41cc0)
• add scaffolding and metadata for example problems (790807d)
• consolidate problems into a separate module (639567b)
• allow next_iter to report mid-termination (b1b2b36)
• implement bfgs solver (6c546f3)
• rename step_size to line_search (15b0d42)
• add Brent method (e1c9605)
• add run_loop to compose inner solvers (67438a0)
• add faer backend (c5ca8dd)
• add ndarray backend (a3932ed)
• add gradient evals counts (845c986)
• implement cost eval tracking (bc9de31)
• add BasicSimplexState (5864c1c)
• simpplify API (b19d6b7)
• update return value to OptimizationResult (7943351)
• solvers: implement Nelder-Mead (6ddd8d6)
• add termination criteria (ecafbdd)
• add nalgebra backend (4b97e17)
• add StepSize trait and add to GD solver (d26ce45)
• add gradient descent (d7b2fdc)

Bug Fixes

• web: decrease height of plot window (e964039)