Developing maintainable expert systems using case-based reasoning

Abstract: Maintainability problems associated with traditional software systems are exacerbated in rule-based systems. The very nature of that approach — separation of control knowledge and data-driven execution — hampers maintenance. While there are widely accepted techniques for maintaining conventional software, the same is not true for rule-based systems. In most situations, both a knowledge engineer and a domain expert are necessary to update the rules of a rule-based system. This paper presents, first, an overview of the software engineering techniques and object-oriented methods used in maintaining rule-based systems. It then discusses alternate paradigms for expert system development. The benefits of using case-based reasoning (from the maintenance point of view) are illustrated through the implementation of a case-based scheduler. The main value of the scheduler is that its knowledge base can be modified by the expert without the assistance of a knowledge engineer. Since changes in application requirements can be given directly to the system by the expert, the effort of maintaining the knowledge base is greatly reduced.     

On Toroidal Azulenoids and Other Shapes of Fullerene Cage

The possibility of toroidal cages of carbon with repeating five and seven membered ring pairs (azulene units) upon their surfaces is briefly discussed. Some of the difficulties in recognising possible fullerene cage shapes are pointed out.     

Comparison of three fully implantable venous access systems. A randomized study

Three different fully implantable venous access devices were randomly inserted in 72 patients. Comparison both from the point of view of their ease of insertion and their later use failed to show any significant difference between the three systems.     

Software for dynamic reconfigurable order picking systems

This paper describes an approach, conceptual framework, and software architecture for dynamic reconfiguration of the order picking system. The research and development project was sponsored by the Material Handling Research Center (MHRC), a National Science Foundation sponsored Cooperative Industry/University Research Center. The storage configuration is assumed to be an in-the-aisle order picking system in which stockkeeping units (SKUs) can occupy variable capacity storage locations and stock-splitting is allowed among zones (clusters). The product mix may include multiple product families with different life cycles, correlated demand within families and commonality of demand across families.     

DNA flow cytometric analysis in patients with operable non-small cell lung carcinoma

Fresh surgical specimens of tumors from 60 patients with previously untreated non-small cell lung carcinoma (NSCLC) who underwent radical surgery between January 1991 and October 1992 were investigated by means of flow-cytometry. The nuclear DNA measurement was carried out using a Facscan (Becton, Dickinson, USA). Analysis of the DNA content was performed in all 60 patients whilst cell cycle analysis was possible in 41 cases (68.3%). Forty-two of the 60 cases (70%) were aneuploid and 18 (30%) were diploid. The overall mean value of DNA index was 1.5. Diploid NSCLC were compared with aneuploid tumors: no significant differences in age distribution, sex ratio, histology and staging were found between the two groups (P > 0.05). An S-phase proportion of more than 10% was found in 30 out of 41 patients (73.2%). Early cancer deaths were reported in four patients (6.6%): the aneuploidy rate was very close in these patients (75%) and in the remaining surviving patients (69.6%). An S-phase proportion of more than 10% was found in 100% of early cancer deaths and in 70.2% of the remaining cases; such a difference seems of some importance although it was not statistically significant (P = 0.071). In conclusion, flow-cytometry studies seem to be a useful tool in the understanding of the biological behavior of patients with NSCLC. In the present prospective report there were no significant correlations between DNA measurements and clinical outcome, however, these results suggest that a high S-phase proportion should be seen as a possible prognostic indicator.(ABSTRACT TRUNCATED AT 250 WORDS)     

Reaction steady states and stationary states in modelling semi-batch enzyme hydrolysis

Dimensionless material balance equations describing an uninhibited enzyme hydrolysis process in a semi-batch reactor (i.e. fed-batch reactor) are formulated; numerical solution of these equations provided concentration profiles of the enzyme-substrate complex by using published kinetic parameters. The unrestricted values obtained are compared with estimates based separately on the reaction steady state and stationary state assumptions. Results are discussed in terms of the enzyme/substrate inventory used and it is found that the reaction steady state is a satisfactory approximation only when this ratio is sufficiently small. The stationary state may be a better approximation at other values, particularly when enzyme is added to substrate or when an empty tank is being filled. Reaction yields from semi-batch and batch operations are compared. Processing takes longer in the semi-batch operations and complete conversions are only practical in this mode when enzyme is added to substrate.     

Compatibilizing PPE and PA6 with nitro-phthalimide derivatives

Compatibilization of poly(2,6-dimethyl (PPE) with 1,4 phenylene-ether) PA6 has been achieved in two steps: first, (PPE) was functionalized with N-methyl-4-nitro-phthalimide; then, functionalized PPE was allowed to react, by melt blending, with the amine end group of PA6, giving a trans-imidation product. The reaction path was followed by torque measurements in a Brabender apparatus and the products characterized by infrared (i.r.) and nuclear magnetic resonance (NMR) spectroscopy. The above PPE/PA6 blends, modified with a suitable rubbery component (Kraton G), showed a remarkable Izod impact strength value, compared to the uncompatibilized mixture (170 versus 30 Jm^–1). The maximum impact values were obtained with 1.65% functionalized PPE.     

Philadelphia obtains useful information from its customers about taste and odour quality.

Customers are sensitive to the flavour of water. Customers evaluate drinking water based on their expectations, on experiences with their usual drinking water and on experiences with alternative waters. The Philadelphia Water Department provides one example of success in developing a better understanding of customer perceptions and attitudes about tap water taste and odour. Philadelphia found that customers do communicate in ways that water utilities can understand. Water utilities can enhance that communication and collect useful data. In addition, water utilities can characterise their tap water flavour, track it for changes and correlate changes to customer complaints.