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Proceedings of the 2nd International Symposium on Web Information Systems and Applications (WISA 2009)

Nanchang, China, May 22-24, 2009

Editors: Fei Yu, Jiexian Zeng, and Guangxue Yue

AP Catalog Number: AP-PROC-CS-09CN001

ISBN: 978-952-5726-00-8 (Print), 978-952-5726-01-5 (CD-ROM)

Page(s): 496-499

Intelligent Algorithms Analysis and Judgments Based on Thermodynamics

           Ben-jun Guo, Dong-dong Chen, Jian Huang, Peng Wang

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Abstract

The article analyzes and researches thermodynamics entropy and information entropy to point out the internal relation between information and thermodynamics; it also utilizes 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 algorithms, and offers a new train of thought to judgment on intelligent algorithm.

Index Terms

thermodynamic entropy, information entropy, algorithm implicit parallelism, intelligent algorithm, energy consumption

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