A guided search genetic algorithm using mined rules for optimal affective product design

Affective design is an important aspect of new product development, especially for consumer products, to achieve a competitive edge in the marketplace. It can help companies to develop new products that can better satisfy the emotional needs of customers. However, product designers usually encounter difficulties in determining the optimal settings of the design attributes for affective design. In this article, a novel guided search genetic algorithm (GA) approach is proposed to determine the optimal design attribute settings for affective design. The optimization model formulated based on the proposed approach applied constraints and guided search operators, which were formulated based on mined rules, to guide the GA search and to achieve desirable solutions. A case study on the affective design of mobile phones was conducted to illustrate the proposed approach and validate its effectiveness. Validation tests were conducted, and the results show that the guided search GA approach outperforms the GA approach without the guided search strategy in terms of GA convergence and computational time. In addition, the guided search optimization model is capable of improving GA to generate good solutions for affective design

An intelligent fuzzy regression approach for affective product design that captures nonlinearity and fuzziness

Affective product design aims at incorporating customers’ affective needs into design variables of a new product so as to optimise customers’ affective satisfaction. Faced with fierce competition in marketplaces, companies try to determine the settings in order to maximise customers’ affective satisfaction with products. To achieve this, a set of customer survey data is required in order to develop a model which relates customers’ affective responses to the design variables of a new product. Customer survey data are usually fuzzy since human feeling is usually fuzzy, and the relationship between customers’ affective responses and design variables is usually nonlinear. However, previous research on modelling the relationship between affective response and design variables has not addressed the development of explicit models involving either nonlinearity or fuzziness. In this paper, an intelligent fuzzy regression approach is proposed to generate models which represent this nonlinear and fuzzy relationship between affective responses and design variables. In order to do this, we extend the existing work on fuzzy regression by first utilising an evolutionary algorithm to construct branches of a tree representing structures of a model where the nonlinearity of the model can be addressed. The fuzzy regression algorithm is then used to determine the fuzzy coefficients of the model. The models thus developed are explicit, and consist of fuzzy, nonlinear terms which relate affective responses to design variables. A case study of affective product design of mobile phones is used to illustrate the proposed method

A modified dynamic evolving neural-fuzzy approach to modeling customer satisfaction for affective design

Affective design is an important aspect of product development to achieve a competitive edge in the marketplace. A neural-fuzzy network approach has been attempted recently to model customer satisfaction for affective design and it has been proved to be an effective one to deal with the fuzziness and non-linearity of the modeling as well as generate explicit customer satisfaction models. However, such an approach to modeling customer satisfaction has two limitations. First, it is not suitable for the modeling problems which involve a large number of inputs. Second, it cannot adapt to new data sets, given that its structure is fixed once it has been developed. In this paper, a modified dynamic evolving neural-fuzzy approach is proposed to address the above mentioned limitations. A case study on the affective design of mobile phones was conducted to illustrate the effectiveness of the proposed methodology. Validation tests were conducted and the test results indicated that: (1) the conventional Adaptive Neuro-Fuzzy Inference System (ANFIS) failed to run due to a large number of inputs; (2) the proposed dynamic neural-fuzzy model outperforms the subtractive clustering-based ANFIS model and fuzzy c-means clustering-based ANFIS model in terms of their modeling accuracy and computational effort

Hong Kong's Mandatory Provident Fund system : a study of the evolution of governance and policy tools

published_or_final_versionPolitics and Public AdministrationMasterMaster of Public Administratio

Désarticulation entre les valeurs civiques et le nationalisme

Se fondant sur le dialogue ethno-civique du nationalisme, cet article montre comment le nationalisme d’État chinois se dissocie des valeurs civiques de Hong Kong depuis la rétrocession. Globalement, les enquêtes menées entre 2010 et 2016 mettent au jour un affaiblissement du sentiment de fierté à l’égard du nationalisme d’État chinois à Hong Kong et la désarticulation entre ce nationalisme et les valeurs des droits et vertus civiques auxquelles la ville est très attachée. Comme nous le verrons dans cette étude, l’adhésion de Hong Kong au nationalisme chinois à travers des symboles ethniques chinois décroît tout au long de la période considérée. Il sera également mis en évidence que ni les valeurs civiques ni la fierté culturelle de Hong Kong ne sont propices à la construction d’un nationalisme d’État chinois, pas plus qu’elles ne stimulent significativement la résistance culturelle au projet de la Chine de renforcer son identité nationale à Hong Kong. Par ailleurs, cet article met en lumière de manière empirique les limites de la restauration de l’autorité de l’État chinois qui mise essentiellement sur l’appel aux sentiments ethniques et peu sur la dimension civique. Il examine également dans quelle mesure le dialogue ethno-civique sur le renforcement de l’identité nationale de la Chine pourrait contribuer au nationalisme d’État chinois et à sa résistance dans le Hong Kong de l’après-rétrocession.Drawing upon the ethnic-civic dialogue of nationalism, this article shows how Chinese state nationalism disarticulates from the civic values of Hong Kong in the post-handover years. Surveys from 2010 to 2016 in general reveal a dwindling pride in Chinese state nationalism in Hong Kong, and its disarticulation from the treasured values of civic rights and qualities in the city. As seen in this study, Hong Kong Chinese articulation of nationalism in the form of Chinese ethnic icons shrank throughout the study period. The same study also shows that neither civic values nor cultural pride in Hong Kong are conducive to the building of Chinese state nationalism, nor are they a significant impetus to cultural resistance against China’s nation-building project in Hong Kong. The article empirically shows the limitation of nation-building, which relies mainly on ethnic appeal but less on civic dimensions. It also discusses to what extent the ethnic-civic dialogue of nation-building could inform Chinese state nationalism and resistance to it in post-handover Hong Kong

Disarticulation between Civic Values and Nationalism: Mapping Chinese State Nationalism in Post-handover Hong Kong

Drawing upon the ethnic-civic dialogue of nationalism, this article shows how Chinese state nationalism disarticulates from the civic values of Hong Kong in the post-handover years. Surveys from 2010 to 2016 in general reveal a dwindling pride in Chinese state nationalism in Hong Kong, and its disarticulation from the treasured values of civic rights and qualities in the city. As seen in this study, Hong Kong Chinese articulation of nationalism in the form of Chinese ethnic icons shrank throughout the study period. The same study also shows that neither civic values nor cultural pride in Hong Kong are conducive to the building of Chinese state nationalism, nor are they a significant impetus to cultural resistance against China’s nation-building project in Hong Kong. The article empirically shows the limitation of nation-building, which relies mainly on ethnic appeal but less on civic dimensions. It also discusses to what extent the ethnic-civic dialogue of nation-building could inform Chinese state nationalism and resistance to it in post-handover Hong Kong

Improving the Energy Efficiency of Petrochemical Plant Operations: A Measurement and Verification Case Study Using a Balanced Wave Optimizer

The Chinese petrochemical industry is facing pressure to meet strict targets of energy consumption and carbon emission reductions. Water pumps are the primary equipment used in most chemical and agrochemical industries sectors since water is commonly used for cooling and heating purposes, but these pumps also consume a large amount of energy. Other uses of water pumps in these industries include producing steam for heating, preparing reaction media or absorptive reagents, rinsing products, and distilling. As for the electrical components of the water pump systems, current technologies of variable frequency drives and superconducting transmission lines are unable to increase the energy efficiency of these systems with a fixed load. However, the Balanced Wave Technology (BWT) is offered as a solution to overcome these limitations. In this report, a case study using a BWT optimizer is conducted on a closed loop water circulation system. Two BWTs are added to the individual motor-controlled section of each pump that is being used on the switchboard. For the first time, a detailed example was provided on how to implement option B of the International Performance Measurement and Verification Protocol (IPMVP) in China by evaluating the performance of BWT as an energy conservation measure. The evaluated periods included those of the baseline, post-installation, and actual performance of the optimizers. An average saving of energy of about 10.46% is recorded in a 5-week reporting period. On this basis, that annual electricity saved is estimated to be 66,447.18 kWh, which is equivalent to the emission of 68.94 metric tons of CO2e. This case study demonstrates in detail how option B of IPMVP can be implemented for BWTs applied on pumping systems. In addition to petrochemical production plants, other industries like textile and clothing sections, which are heavy users of water and electrical energy with fixed loads in the production processes of raw materials, fiber, yarn, and fabric, as well as textile-dyeing and final treatment, could benefit from applying this new technology

A fuzzy ordinary regression method for modeling customer preference in tea maker design

Faced with fierce competition in marketplaces, manufacturers need to determine the appropriate settings of engineering characteristics of the new products so that the best customer preferences of the products can be obtained. To achieve this, functional models relating customer preferences to engineering characteristics need to be developed. As information regarding functional relationships between customer preferences are generally subjective or heuristic in nature, development of the customer preference models involve two uncertainties, namely fuzziness and randomness. Existing approaches use only fuzzy-based technologies to address the uncertainty caused by fuzziness. They are not designed to address the randomness of the observed data which is caused by a limited knowledge of the variability of influences between customer preferences and engineering characteristics. In this article, a fuzzy ordinary regression method is proposed to develop the customer preference models which are capable of addressing the two uncertainties of crispness and fuzziness of the customer preferences. A case study of a tea maker design which involves both uncertainties is used to demonstrate the effectiveness of the proposed method

Hong Kong Renal Registry Report 2012

SummaryThis report examined the characteristics and trends of dialysis and renal transplant patients among the resident population of Hong Kong who were managed by hospitals or dialysis centers of the Hospital Authority, and accounted for approximately 95% of all patients receiving renal replacement therapies (RRTs) in the territory. Patients receiving RRTs solely in the private sector were not included in this report. Data trends from 1996 to 2011 are presented. In 2011, 1115 new patients were accepted into RRT programs, and the incident rate was 157 patients per million populations (pmp). An increasing trend was noted. The incident rate was 95.1 pmp at the commencement of the annual report in 1996. The point prevalence on December 31, 2012 was 8197 with a prevalence rate of 1152.5 pmp. Overall, there were 3573 patients (43.6%) on peritoneal dialysis (PD) and 1246 patients (15.2%) on hemodialysis (HD), and 3378 patients (41.2%) were living with a functioning renal transplant. The PD/HD ratio was 74.2:25.8. The “PD First” policy was continued. The overall mortality rate among RRT patients was 9.95 patients per 100 patient-years exposed. There was a decreasing trend in mortality among PD patients. Infection and cardiovascular complications were the most common causes of death. Renal transplant was the modality with the best survival rates. The 5 years cumulative patient survival rate for patients on transplant treatment was 89.6%, whereas the corresponding patient survival rates for PD and HD patients were 50.7% and 55.7%, respectively. More than 70% of RRT patients with reports on rehabilitation were active and had normal daily activities

G-quadruplex RNA motifs influence gene expression in the malaria parasite Plasmodium falciparum.

Funder: Hong Kong PhD Fellowship SchemeFunder: Hong Kong Special Administrative Region GovernmentG-quadruplexes are non-helical secondary structures that can fold in vivo in both DNA and RNA. In human cells, they can influence replication, transcription and telomere maintenance in DNA, or translation, transcript processing and stability of RNA. We have previously showed that G-quadruplexes are detectable in the DNA of the malaria parasite Plasmodium falciparum, despite a very highly A/T-biased genome with unusually few guanine-rich sequences. Here, we show that RNA G-quadruplexes can also form in P. falciparum RNA, using rG4-seq for transcriptome-wide structure-specific RNA probing. Many of the motifs, detected here via the rG4seeker pipeline, have non-canonical forms and would not be predicted by standard in silico algorithms. However, in vitro biophysical assays verified formation of non-canonical motifs. The G-quadruplexes in the P. falciparum transcriptome are frequently clustered in certain genes and associated with regions encoding low-complexity peptide repeats. They are overrepresented in particular classes of genes, notably those that encode PfEMP1 virulence factors, stress response genes and DNA binding proteins. In vitro translation experiments and in vivo measures of translation efficiency showed that G-quadruplexes can influence the translation of P. falciparum mRNAs. Thus, the G-quadruplex is a novel player in post-transcriptional regulation of gene expression in this major human pathogen.UK Medical Research Council [grants MR/K000535/1 and MR/L008823/1] to CJM. Shenzhen Basic Research Project [JCYJ20180507181642811], Research Grants Council of the Hong Kong SAR, China Projects [CityU 11100421, CityU 11101519, CityU 11100218, N_CityU110/17, CityU 21302317], Croucher Foundation [Project No. 9500030, 9509003], State Key Laboratory of Marine Pollution Director Discretionary Fund, City University of Hong Kong [projects 6000711, 7005503, 9667222, 9680261] to CKK. A generous donation from Mr. and Mrs. Sunny Yang, the University Grants Committee Area of Excellence Scheme (AoE/M-403/16), and the Innovation and Technology Commission, Hong Kong Special Administrative Region Government to the State Key Laboratory of Agrobiotechnology (CUHK) to TFC. EYCC was supported by the Hong Kong PhD Fellowship Scheme