The article analyzes and researches thermodynamics entropy and information entropy to point out the internal relation between information and thermodynamics
it also utilize dissipative structure theory and implicit parallelism to analyze thermodynamic essence of intelligent algorithms
then get the internal relation between thermodynamics and energy consumption of computer algorithms
implicit parallelism
intelligent algorithms
and get the conclusion that energy consumption of intelligent algorithms is lost energy.Finally
thermodynamic characteristic test of same scale algorithms and different scale algorithms is utilized to analyze and verify performance of intelligent algorithms and judge conclusion
which offers a new inspiration to research of intelligent algorithm.