Measuring memory with the order of fractional derivative

被引:327
作者
Du, Maolin [1 ]
Wang, Zaihua [2 ,3 ]
Hu, Haiyan [3 ]
机构
[1] PLA Univ Sci & Technol, Inst Natl Def Engn, Nanjing 210007, Jiangsu, Peoples R China
[2] PLA Univ Sci & Technol, Inst Sci, Nanjing 211101, Jiangsu, Peoples R China
[3] Nanjing Univ Aeronaut & Astronaut, State Key Lab Mech & Control Mech Struct, Nanjing 210016, Jiangsu, Peoples R China
来源
SCIENTIFIC REPORTS | 2013年 / 3卷
关键词
CALCULUS;
D O I
10.1038/srep03431
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Fractional derivative has a history as long as that of classical calculus, but it is much less popular than it should be. What is the physical meaning of fractional derivative? This is still an open problem. In modeling various memory phenomena, we observe that a memory process usually consists of two stages. One is short with permanent retention, and the other is governed by a simple model of fractional derivative. With the numerical least square method, we show that the fractional model perfectly fits the test data of memory phenomena in different disciplines, not only in mechanics, but also in biology and psychology. Based on this model, we find that a physical meaning of the fractional order is an index of memory.
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页数:3
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