In this paper, A hybrid algorithm is proposed, the( ALO) Ant lion algorithm, Along with classical algorithms. The hybrid algorithm optimizes the randomly generated primary community, dependent on a Conjugate Gradient algorithm (CG) and once with a Parallel Shadow algorithm (Partan). The test was applied to (15) high-performance optimization functions of different dimensions and different frequencies.

Keywords : Ant lion Optimization, meta-Heuristic algorithms, Conjugate Gradient methods, Parallel Tangent method, unconstrained Optimization