RESUMO
A constraint satisfaction problem, namely the generation of Balanced Incomplete Block Designs (v, b, r, kappa, lambda)-BIBDs, is cast in terms of function optimization. A family of cost functions that both suit the problem and admit a neural implementation is defined. An experimental comparison spanning this repertoire of cost functions and three neural relaxation strategies (Down-Hill search, Simulated Annealing and a new Parallel Mean Search procedure), as applied to all BIBDs of up to 1000 entries, has been undertaken. The experiments were performed on a Connection Machine CM-200 and their analysis required a careful study of performance measures. The simplest cost function stood out as the best one for the three strategies. Parallel Mean Search, with several processors searching cooperatively in parallel, could solve a larger number of problems than the same number of processors working independently, but Simulated Annealing yielded overall the best results. Other conclusions, as detailed in the paper, could be drawn from the comparison, BIBDs remaining a challenging problem for neural optimization algorithms.
Assuntos
Eficiência , Redes Neurais de Computação , Algoritmos , Simulação por ComputadorRESUMO
Chronic renal failure in the rat is associated with an impaired extrarenal potassium handling, whereas a renal adaptive mechanism of the remaining nephrons has been described. To understand the molecular basis of potassium homeostasis during renal failure we investigated the in vitro pump activity and the catalytic mRNA transcription in three different tissues: skeletal muscle, isolated adipocytes and kidney. The activity of the sodium pump, as measured by ouabain-sensitive 86Rb/K uptake in isolated adipocytes and skeletal muscle fibers, revealed a significant reduction of the pump activity in uremic rats. The reduction of the Na, K-ATPase activity in adipose tissue was associated with a similar decrement of both catalytic subunits (alpha 1 and alpha 2), whereas in the skeletal muscle tissue was only related to a decrease in the activity of the alpha 1 isoform. The expression of rat Na, K-ATPase catalytic isoforms mRNAs in kidney, muscle and adipose tissue from control and chronic renal failure rats was investigated at the molecular level with cDNA probes specific for the catalytic isoforms (alpha 1 and alpha 2). Northern blot analysis revealed that the respective catalytic mRNAs of uremic rats are regulated in a tissue-specific manner that are in agreement with the sodium-potassium pump activity. Muscle and adipose tissue showed a decrement in the levels of expression for the alpha 1 isoform mRNA. In contrast to these tissues, an increment in alpha 1 mRNA expression was observed in the kidney of rats with chronic renal failure.(ABSTRACT TRUNCATED AT 250 WORDS)
