A new Hopfield neural network approach for job shop scheduling problems(JSP) is proposed. All constraints of job shop scheduling problems and its permutation matrix expression are proposed. A new computational energy function including all constraints of job shop scheduling problem is given. A corresponding new Hopfield neural network construction and its weights of job shop scheduling problem are given. To avoid the Hopfield neural network convergence to a local minimum to produce non feasible schedu...