A case for the self-adaptation of activation functions in FFANNs

2004 ◽  
Vol 56 ◽  
pp. 447-454 ◽  
Author(s):  
Pravin Chandra ◽  
Yogesh Singh
Keyword(s):  
The Self ◽  
Activation Functions ◽  
Self Adaptation

The mechanism for the self-adaptation behavior in the evolutionary minority game model

2004 ◽  
Vol 49 (5) ◽  
pp. 432-437
Author(s):  
Yanbo Xie ◽  
Bing-Hong Wang ◽  
Weisong Yang ◽  
Weining Wang
Keyword(s):  
The Self ◽  
Game Model ◽  
Minority Game ◽  
Self Adaptation

scholarly journals THE DEVELOPMENT OF A “RESCUE CULTURE”. INSOLVENCY GLOBALIZATION

2018 ◽  
Vol 12 (2) ◽  
pp. 1-16
Author(s):  
Ionel DIDEA ◽  
Diana Maria ILIE
Keyword(s):  
Common Law ◽  
Legal Culture ◽  
The Self ◽  
General Will ◽  
Legal Form ◽  
Global Context ◽  
Structural Coherence ◽  
Self Adaptation ◽  
The Common ◽  
The One

We are heading towards a phenomenon of internationalization and globalization of the substantiation of law, due to the fact that Romania is, inevitably, part of the process of integration and reflection of its own identity in a European and global context. Ultimately, law derives from observing the society and analysing its needs, passing through the filter of equity the final legal form in order to ensure the completeness of law, and also the structural coherence of society. Although the continental European legal culture is attached to the “general will”, globalization managed to erase many of the symbolical boundaries between the legal culture promoted by the Common-law, the one promoted by our system deeply markedby the Romano-Germanic System, and also the legal system outlined by American Realist trends, thus allowing the law to become the result of the self-adaptation of the society, not just the creation of the State.

Exception Diagnosis for Composite Service

2011 ◽  
Vol 186 ◽  
pp. 307-311
Author(s):  
Yu Dai ◽  
Lei Yang ◽  
Bin Zhang ◽  
Zhi Liang Zhu
Keyword(s):  
Service Composition ◽  
Error Propagation ◽  
Fuzzy Reasoning ◽  
The Self ◽  
Error Source ◽  
Composite Service ◽  
Key Issues ◽  
Self Adaptation ◽  
Casual Relation ◽  
Exception Diagnosis

Since accurately identifying the error source which causes the exception is important, the problem of diagnosis for composite service becomes one of the key issues in the adaptive service composition. This paper proposes an approach for diagnosing composite service. In this approach, the uncertain casual relation between the exception and the service is formed by the way of computing the error propagation degree. The diagnosing algorithm which is based on the error dependent matrix is established. The diagnosis can be achieved by fuzzy reasoning. This approach can preserve the efficiency and accuracy of the diagnosis for composite service, which can support the self-adaptation of the composite service effectively.

The Research and Design of the Adaptive Automotive Headlamps Based LED System

2015 ◽  
Vol 742 ◽  
pp. 753-757
Author(s):  
Xu Sen Zhao ◽  
Shuo Bai
Keyword(s):  
Light Intensity ◽  
Power Supply ◽  
Analog Circuit ◽  
High Efficiency ◽  
Boost Converter ◽  
The Self ◽  
Experimental Results ◽  
Control Scheme ◽  
Self Adaptation ◽  
Research And Design

A new control scheme with self-adaption is put forward in this paper. The digital control and the analog circuit are combined. A light intensity sensor can be implemented with a photoelectric triode. This sensor makes the self-adaptation control of LED possible. As a result, the light of LED can be adjusted automatically with a PWM chopper according to the ambient brightness. The whole system’s power supply is from a Boost converter which has a high efficiency. In addition, This combination improves the hommization of the system and solves the problems existing incurrent headlamps, unsafe factors are also reduced. The validity of design is verified by experimental results.

Response of rice production to climate change based on self-adaptation in Fujian Province

2017 ◽  
Vol 155 (5) ◽  
pp. 751-765 ◽  
Author(s):  
M. JIANG ◽  
C. L. SHI ◽  
Y. LIU ◽  
Z. Q. JIN
Keyword(s):  
Climate Change ◽  
Rice Production ◽  
The Self ◽  
Fujian Province ◽  
Self Adaptation ◽  
Single Rice ◽  
Double Rice ◽  
Late Rice ◽  
North Western ◽  
Early Rice

SUMMARYClimate change has greatly affected agricultural production, and will lead to further changes in cropping system, varietal type and cultivation techniques for each region. The potential effects of climate change on rice production in Fujian Province, China, were explored in the current study with CERES-Rice model and climate-change scenarios, based on the self-adaptation of rice production. The results indicated that simulated yields of early rice in the double-rice region in south-eastern Fujian under scenarios A2, B2 and A1B increased by 15·9, 18·0 and 19·2%, respectively, and correspondingly those of late rice increased by 9·2, 7·4 and 7·4% when self-adaptation adjustment was considered, compared to scenarios without that consideration. In the double-rice region in north-western Fujian, simulated yields of early rice increased by 21·2, 20·5 and 18·9% and those of late rice by 14·7, 14·8 and 7·2% under scenarios A2, B2 and A1B, respectively, when self-adaptation was considered, compared to without consideration. Similar results were obtained for the single-rice region in the mountain areas of north-western Fujian, correspondingly increasing by 4·9, 5·0 and 2·9% when self-adaptation was considered compared to when it was not. In this single-rice region, double rice might be grown in the future at the Changting site under scenarios A1 and B2. When the self-adaptation adjustment was considered, the simulated overall output of rice crops in Fujian under scenarios A2, B2 and A1B increased by 5·9, 5·2 and 5·1%, respectively. Thus, more optimistic results were obtained when the self-adaptation ability of rice production was considered.

A Comparison Study of Self-Adaptation in Evolution Strategies and Real-Coded Genetic Algorithms

2001 ◽  
Vol 9 (2) ◽  
pp. 223-241 ◽  
Author(s):  
Hajime Kita
Keyword(s):  
Genetic Algorithms ◽  
The Self ◽  
Evolution Strategies ◽  
Search Spaces ◽  
Adaptive Parameters ◽  
Decision Variables ◽  
Adaptive Mechanisms ◽  
Self Adaptation ◽  
Real Coded Genetic Algorithms ◽  
Self Adaptive

This paper discusses the self-adaptive mechanisms of evolution strategies (ES) and real-coded genetic algorithms (RCGA) for optimization in continuous search spaces. For multi-membered evolution strategies, a self-adaptive mechanism of mutation parameters has been proposed by Schwefel. It introduces parameters such as standard deviations of the normal distribution for mutation into the genetic code and lets them evolve by selection as well as the decision variables. In the RCGA, crossover or recombination is used mainly for search. It utilizes information on several individuals to generate novel search points, and therefore, it can generate offspring adaptively according to the distribution of parents without any adaptive parameters. The present paper discusses characteristics of these two self-adaptive mechanisms through numerical experiments. The self-adaptive characteristics such as translation, enlargement, focusing, and directing of the distribution of children generated by the ES and the RCGA are examined through experiments.

Research of Adaptive Synthesis Rule for Conflict Evidences

2012 ◽  
Vol 532-533 ◽  
pp. 1026-1030
Author(s):  
Sheng Wei Li ◽  
Han Li
Keyword(s):  
Monte Carlo Simulation ◽  
Monte Carlo ◽  
Probability Distribution ◽  
Evidence Synthesis ◽  
The Self ◽  
Synthesis Process ◽  
Balance Function ◽  
High Conflict ◽  
Improvement Method ◽  
Self Adaptation

In order to deal with the lack of treatment with high conflict evidence ability in traditional D-S evidence synthesis rules and some defects of improvement method, an adaptive synthesis rule for conflict evidence is presented. Firstly, based on the balance between conjunction and disjunction, the adaptive synthesis rule for conflict evidence is established; Secondly, the probability distribution of the conflict evidences is gathered by Monte Carlo simulation, and then a reasonable fusion balance function between conjunction and disjunction is established; Thirdly, the conflict coefficient is obtained real-time through conjunction; the self-adaptation of evidence synthesis process is realized simultaneously. Finally, the validity of this method is verified through the comparison with other methods.

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