Introduction: We present Quantum Adaptive Search (QAGS), a hybrid quantum-classical algorithm for global optimization of multivariate functions. The method employs an adaptive mechanism that ...

Department of Chemistry, Faculty of Science, Mansoura University, El-Gomhoria Street, Mansoura 35516, Egypt Department of Chemistry, Faculty of Applied Science, Taiz University, Habil Salman street, ...

$\ f'(x) = \lim \limits_{h\to 0} \frac{f(x+h)-f(x)}{h}$ $\ f'(x) = \lim \limits_{h\to 0} \frac{sin(x+h)-sinx}{h}$ $\ f'(x) = \lim \limits_{h\to 0} \frac{\sin{x} \cos ...

Department of Chemical and Biomolecular Engineering, University of California, Berkeley, California 94720, United States ...

Classical optimization is a cornerstone of the success of variational quantum algorithms, which often require determining the derivatives of the cost function relative to variational parameters. The ...

In robotics, active exploration and learning in uncertain environments must take into account safety, as the robot may otherwise damage itself or its surroundings. This paper presents a method for ...