The Durand-Kerner algorithm is a widely used iterative technique for simultaneously finding all the roots of a polynomial. However, its convergence heavily depends on the choice of initial approximations. This paper introduces two novel approaches for determining the initial values: New bound 1 and the lambda maximal bound, aimed at improving the stability and convergence speed of the algorithm. Theoretical analysis and numerical experiments were conducted to evaluate the effectiveness of these ...