Definitions of excogitate:

• verb:   come up with (an idea, plan, explanation, theory, or priciple) after a mental effort

  Example: "Excogitate a way to measure the speed of light"

• verb:   reflect deeply on a subject

  Example: "The scientist must stop to observe and start to excogitate"