The theory of the Cauchy problem is developed for the evolutionary equations with GelfondLeontjev operators. The solvability of the Cauchy problem is established for such equations on the spaces of type W and on the spaces of generalized functions (analytical functionals) of type W'" role="presentation" style="box-sizing: border-box; display: inline-block; line-height: 0; text-indent: 0px; text-align: left; text-transform: none; font-style: normal; font-weight: normal; font-size: 16.94px; letter-spacing: normal; overflow-wrap: normal; word-spacing: normal; white-space: nowrap; float: none; direction: ltr; max-width: none; max-height: none; min-width: 0px; min-height: 0px; border: 0px; margin: 0px; padding: 1px 0px; position: relative;">W'�'.