In this paper, a new efficient fast terminal attractor based backpropagation learning algorithm for feedforward neural networks is proposed, which improves the convergence speed. The effectiveness of ...the proposed algorithm in improving learning speed is shown by the simulation results including a sensor network example.
Industrial processes are characterized by the necessity for variation and optimization of the process to achieve satisfactory products and to achieve the most efficient and economic method of ...production. This calls for the need to control the flow rates of materials throughout the plant so that the most satisfactory condition can be achieved against the many plant variables. AC induction motors are available in a range of efficiencies in each motor size class. The higher the horsepower, the higher the efficiency; most motors over 25 hp are more than 90% efficient. This paper is aimed at explaining the energy and costs benefits which can be obtained by using AC induction motors for this purpose.
In order to evaluate the solar energy potentials of the Gobi desert area, a new data acquisition system has been developed and installed in Sainshand within the framework of cooperation between the ...National Institute of Advanced Industrial Science & Technology of Japan, Tokyo University of Agriculture and Technology, and the National University of Mongolia. The results of the measurements show that an average value of the monthly sum of integrated global radiation measured by an M-80 pyranometer every 3 hours are 10% less than the global radiation measured by a CPR-CM-21 pyranometer every 10 minutes.
We have simplified a non-surgical procedure as an alternative to surgically obtained samples to identify transgenic mice harboring SAG-1 transgene. The protocol involves the use of a small amount of ...oral wash containing enough oral different cells including epithelial cells serving as a sufficient source of DNA for two-step polymerase chain reaction（PCR）analysis．Oral wash is boiled and aqueous phase is applied directly to PCR cocktail containing an outer pair of primers for the first round amplification. Afterward, a small amount of the first round product is added to PCR cocktail containing an inner pair of primers for the second round reaction. The procedure provides outcomes consistantly matching those of tissue biopsy one. This protocol can be repeated many times with minimal stress to mice. This technique is reliable, does not require protease digestion and phenol-chloroform extraction，is more humane，and can be completed within 4 hr. This technique is an alternative to the tissue biopsy procedure to determine the SAG-1 transgenic status in mice.
