Coevolution of intelligent agents using cartesian genetic programming

A coevolutionary competitive learning environment for two antagonistic agents is presented. The agents are controlled by a new kind of computational network based on a compartmentalised model of neurons. The genetic basis of neurons is an important [27] and neglected aspect of previous approaches. Accordingly, we have defined a collection of chromosomes representing various aspects of the neuron: soma, dendrites and axon branches, and synaptic connections. Chromosomes are represented and evolved using a form of genetic programming (GP) known as Cartesian GP. The network formed by running the chromosomal programs, has a highly dynamic morphology in which neurons grow, and die, and neurite branches together with synaptic connections form and change in response to environmental interactions. The idea of this paper is to demonstrate the importance of the genetic transfer of learned experience and life time learning. The learning is a consequence of the complex dynamics produced as a result of interaction (coevolution) between two intelligent agents. Our results show that both agents exhibit interesting learning capabilities. Categories and Subject Descriptor

Cost of primary health care in Pakistan

Background: Detailed cost analysis is an important tool for review of health policy and reforms. We provide an estimate of cost of service and its detailed breakup on out-door patient visits (OPV) to basic health units (BHU) in Pakistan. Method: Six BHUs were randomly selected from each of the five districts in Khyber Pukhtonkhawa (KPK) and two agencies in Federally Administered Tribal Areas (FATA) of Pakistan for this study. Actual expenditure data and utilization data in the year 2005 –06 of 42 BHUs was collected from selected district health offices in KPK and FATA. Costs were estimated for outpatient visits to BHUs. Perspective on cost estimates was district-based health planning and management of BHUs. Results:Average recurring cost was PKR. 245 (USD4.1) per OPV to BHU. Staff salaries constituted 90% of recurrent cost. On the average there were 16 OPV per day to the BHUs. Conclusion: Recurrent cost per OPV has doubled from the previous estimates of cost of OPV in Baluchistan. The estimated recurrent cost was six times higher than average consultation charges with the private general practitioner (GP) in the country (i.e.,PKR 50/ GP consultation). Performance of majority of the BHUs was much lower than the performance target (50 patients per day) set in the sixth five - year plan of the government of Pakistan. The Government of Pakistan may use these analyses to revisit the performance target, staffing and location of BHUs

Radiological findings in peri-partum neurological emergencies: experience from a tertiary care hospital

Acute neurological diseases requiring hospitalization are unusual in young women. Some of these diseases are unique to pregnancy and the post-partum period including pre-ecclampsia. Others such as cerebral venous thrombosis, ischemic stroke, intracranial hemorrhage, etc. are indirectly related to pregnancy and seen less frequently. To explore the causes of neurological emergencies in this specific patient population, we performed a radiological audit of young women in pregnancy and postpartum period presenting with neurological emergencies. Material and methods: This was a retrospective study carried in the Department of Radiology, Liaquat National Hospital over one year from January 2013 till January 2014, after approval by ethical review committee of the hospital. Patients presenting with neurological signs and symptoms during pregnancy or in postpartum period (up to 6 weeks) requiring medical referral were included in the study. Result: A total of 18 patients presented with acute neurological emergencies during postpartum period. Imaging was done in all those patients including CT and MRI while MRV was done in selective patients. Age range was between 20-33 years. The commonest radiological diagnosis was PRES in 9 patients. Other patients had cerebral venous thrombosis (4 patients), intra-cerebral hemorrhage (2 patients), infarction (1 patient), ADEMS (1 patient) and arterio-venous malformation (1 patient). Conclusion: Young women in pregnancy and post-partum period can present with a variety of acute neurological emergencies. In our series, PRES was the commonest diagnosis

The antioxidant potential of Brassica rapa L. on glutathione peroxidase, superoxide dismutase enzymes and total antioxidant status

Abstract Research on antioxidant potential from vegetables is increasingly focused on their effect

Arsenic Induced Toxicity in Broiler Chicks and Its Amelioration with Ascorbic Acid: Clinical, Hematological and Pathological Study

This study was conducted to observe the arsenic (As) toxicity lesions in birds and to know either Vit C ameliorates these toxic effects or not. One-day-old broilers chicks (n=72) procured from a local hatchery were randomly divided into four equal groups. First group was kept as control and second group was given As (50 mg/kg BW) via crop tubing. Third group received in addition to As, Vit C (250 mg/kg BW) whereas fourth group received only Vit C. Killing by neck dislocation of randomly selected six birds from each group was carried out on experimental days 0, 16 and 32 for collection of blood and tissues specimens. Arsenic treated birds showed clinical signs of toxicity throughout the experiment than all other groups. These clinical signs included decreased body weight and feed intake, dullness, open mouth breathing, increased thirst, ruffled feathers, pale comb, skin irritation and watery diarrhea which were not significant in any other group. As treated group showed a significant (P<0.05) decrease in hematological parameters. Severe gross and histopathological changes were observed in intestines, spleen and lungs of birds fed with As than all other groups. Decreased height of villi of middle portion of small intestines was also observed in As treated birds. Villi height in Vit C treated group increased as compared to control group. It was concluded that As induces severe toxic effects in broiler birds; however, these toxic effects can be partially ameliorated by Vit C

Synthesis, Structural Analysis and Screening of Some Novel 5-Substituted Aryl/Aralkyl-1,3,4-Oxadiazol-2-Yl 4-(Morpholin-4-Ylsulfonyl)Benzyl Sulfides as Potential Antibacterial Agents

A series of new 5-substituted aryl/aralkyl-1,3,4-oxadiazol-2-yl 4-(morpholin-4-ylsulfonyl)benzyl sulfides 6a-k were synthesized by converting multifarious aryl/aralkyl organic acids 1a-k successively into corresponding esters 2a-k, hydrazides 3a-k and 5-substituted aryl/aralkyl-1,3,4-oxadiazole-2-thiols 4a-k. Finally, the target compounds, 6a-k were prepared by stirring 5-substituted-1,3,4-oxadiazole-2-thiols with 4-(4-(bromomethyl)phenylsulfonyl) morpholine (5) in the presence of N,N-dimethylformamide (DMF) and sodium hydride (NaH). The structures of the newly synthesized compounds were elucidated by spectroscopic techniques. In addition, the anti-bacterial activity of all the synthesized compounds was investigated in vitro against Gram-positive and Gram-negative bacteria by using ciprofloxacin as reference standard drug and the results showed that some of the tested compounds possessed good anti-bacterial activity

Pathological and Molecular Based Study of Naturally Occurring Lentivirus Infection

The present study describes the multicentric lymphosarcoma associated with lymphoid interstitial pneumonia in indigenous breeds of sheep and goats in Pakistan. Serum samples from sheep (n=93) and goats (n=129) were screened for ovine lentivirus using agar gel immunodiffusion test. Overall, 7.52 and 3.87% seroprevalence was recorded in sheep and goat, respectively. During necropsy of sheep (n=3) and goats (n=4), gross lesions including dark color liver with multifocal whitish areas, unilaterally lungs consolidation with granular appearance of cut surface were observed. Mediastinal lymph nodes were swollen and arranged in chain like fashion. Histopathologically, liver parenchyma exhibited extensive proliferation of neoplastic cells of lymphocytic series. Metastatic cells in the form of follicular pattern in the lungs, spleen and mediastinal lymph nodes were also observed. Brain tissue exhibited degenerative changes in the neuron and perivascular cuffing. The PCR product size approximately 300 bp from lung tissue confirmed viral infection

Evaluation of Phyllanthus niruri L. from Malaysia for In-vitro Anti-Urolithiatic properties by different solvent extraction

The Phyllanthus niruri is traditionally used for curing of kidney disorders and urinary stones in Malaysia. Hence the current work was aimed to evaluate the effect of different solvents extract (n- hexane, ethyl acetate, methanol and water) of P. niruri for in vitro anti-urolithiatic properties in terms of inhibition activity on CaOx by using the rate of CaOx aggregation assay and dissolution of calcium oxalate (CaOx) crystal by using titrimetry method. Cystone was used as positive control. The effects of cystone on slope of nucleation and aggregation as well as growth of CaOx were evaluated spectrophotometrically. The highest yield percentage of P.niruri was occupied by methanol (5.74 %). The maximum inhibition against aggregation of CaOx crystals was also occupied by methanol (66.67 % ± 1.61) and was comprised with alkaloid, steroid, terpenoid and tannin. Dissolution effect on calcium oxalate crystals indicates that the aqueous extracts of P. niruri was found to be more effective in dissolution of CaOx with 63.33 % ± 1.44. P. niruri significantly (P < 0.05) inhibited the slope of nucleation and aggregation of CaOx crystallization, and reduced the crystal density. The results of the present study confirmed that P. niruri leaves can be used as remedial mediator for urolithiasis. However, further studies are required for isolation and identification of active constituents and their in-vivo confirmation