1.Research on confirmation of basic technological parameters of tension levellers based on neural network and genetic algorithm
Xiaohui PENG ; Hongzhe XU ; Pan LI ; Shechang WANG ; Yucheng REN
Journal of Pharmaceutical Analysis 2008;20(3):160-163,177
Confirmation of basic technological parameters of tension levellers is the most important factor of leveling strip. Up to now, most factories have used experts' experience to decide these parameters, without any established rule to follow. For better quality of strip, a valid method is needed to decide technological parameters precisely and reasonably. In this paper, a method is used based on neural network and genetic algorithm. Neural network has a good ability to extract rules from work process of tension levellers. Then using neural network, which has learned from a lot of working samples, to be the evaluation of fitness, genetic algorithm could easily find the best or better technological parameters. At the end of this paper, examinations are given to show the effect of this method.
2.The effect of pitavastatin on blood glucose and its efficacy in diabetic patients with hypercholesterolemia
Yong MAO ; Jinming YU ; Fen ZHANG ; Dayi HU ; Rongjing DING ; Yiqiang ZHAN ; Shechang LI ; Qunyu KONG ; Fanli LIN ; Gongxian JIA
Chinese Journal of Internal Medicine 2012;51(7):508-512
Objective To evaluate the effect of pitavastatin on blood glucose in patients with hypercholesterolemia,and to investigate the efficacy of pitavastatin in diabetic patients combined with hypercholesterolemia.Method This study was a 12-week,multi-center,open-label,without parallel-group comparison,phase Ⅳ clinical trail.Results Contrasting to baseline,the prevalences at week 4 and 12 post-treatment of abnormal fasting plasma glucose (FPG) and glycosylated hemoglobin Alc (HbA1c)( FPG:14.2% vs 14.1% and 11.0% ; HbA1c:14.3% vs 15.1% and 16.1% ) in the safety set subjects without diabetes mellitus (DM),as well as in those with DM but not taking glucose-lowering drugs (FPG:7/7 vs 4/7 and 5/7; HbAlc:5/5 vs 4/4 and 5/5) had no significant changes (all P vaules >0.05).Contrasting to baseline,the levels of TC [ (6.51±0.94) mmol/L vs (5.12 ±0.93) mmol/L and (4.54 ±1.00) mmol/L],LDL-C [(4.11 ±0.79)mmol/L vs (3.02 ±0.81) mmol/L and (2.51 ±0.70)mmol/L] and TG [2.10(1.53,2.54) mmol/L vs 1.62(1.26,2.00) mmol/L and 1.35(1.10,1.86)mmol/L]at week 4 and 12 post-treatment in the per protocol set 55 subjects with DM were significantly reduced (all P values < 0.05 ) ; 33.3% of subjects at high risk and 10.0% of subjects at very high risk had achieved a TC target value; 55.6% of subjects at high risk and 40.0% of subjects at very high risk had achieved a LDL-C target value.Conclusion Pitavastatin has a safe effect on blood glucose and it could be used to treat diabetic patients combined with hypercholesterolemia in China.