A Comparative Study of Metaheuristic Optimization Algorithms for Solving Real-World Engineering Design Problems

Real-world engineering design problems with complex objective functions under some constraints are relatively difficult problems to solve.Such design problems are widely experienced in many engineering fields,such as industry,automotive,construction,machinery,and interdisciplinary research.However,there are established optimization techniques that have shown effectiveness in addressing these types of issues.This research paper gives a comparative study of the implementation of seventeen new metaheuristic methods in order to optimize twelve distinct engineering design issues.The algorithms used in the study are listed as:transient search optimization(TSO),equilibrium optimizer(EO),grey wolf optimizer(GWO),moth-flame optimization(MFO),whale optimization algorithm(WOA),slimemould algorithm(SMA),harris hawks optimization(HHO),chimp optimization algorithm(COA),coot optimization algorithm(COOT),multi-verse optimization(MVO),arithmetic optimization algorithm(AOA),aquila optimizer(AO),sine cosine algorithm(SCA),smell agent optimization(SAO),and seagull optimization algorithm(SOA),pelican optimization algorithm(POA),and coati optimization algorithm(CA).As far as we know,there is no comparative analysis of recent and popular methods against the concrete conditions of real-world engineering problems.Hence,a remarkable research guideline is presented in the study for researchersworking in the fields of engineering and artificial intelligence,especiallywhen applying the optimization methods that have emerged recently.Future research can rely on this work for a literature search on comparisons of metaheuristic optimization methods in real-world problems under similar conditions.

Experimental Design of Observational Studies in Real-World Study

Objective To introduce the design of observational trials under real-world study(RWS),and to provide guidance for clinical development of new research trials and reference for real-world researchers.Methods Relevant literature of RWS and observational experiments at home and abroad were reviewed and analyzed,and then the design of observational studies was summarized under RWS.Results and Conclusion The data and information provided in observational studies not only help to further verify the clinical study results obtained by randomized controlled trial(RCT)in clinical practice,but also objectively reflect the real situation in the process of clinical research and application.

Clinical outcomes of second-line chemotherapy in patients with advanced pancreatic adenocarcinoma:a real-world study

Objective:Little progress has been made in recent years using first-line chemotherapy,including gemcitabine combined with nab-paclitaxel,FOLFIRINOX,and NALIRIFOX,for advanced pancreatic adenocarcinoma(APC).In addition,the optimal second-line chemotherapy regimen has not been determined.This study aimed to compare the effectiveness of different types of second-line chemotherapy for APC.Methods:Patients with APC who received first-line treatment from January 2008 to January 2021 were considered eligible for this retrospective analysis.The primary and secondary endpoints were overall survival(OS)and progression-free survival(PFS),respectively.Results:Four hundred and thirty-seven and 617 patients were treated with 5-fluorouracil-and gemcitabine-based chemotherapy as first-line treatment,respectively.Demographic and clinical features,except age and liver metastasis,were comparable between the two groups(P<0.05).The median OS was 8.8 and 7.8 months in patients who received a 5-fluorouracil-and gemcitabine-based combined regimen for first-line therapy,respectively(HR=1.244,95%CI=1.090–1.419;P<0.001).The median OS was 5.6 and 1.9 months in patients who received second-line chemotherapy and supportive care,respectively(HR=0.766,95%CI=0.677–0.867;P<0.001).The median PFS was not significantly differently between gemcitabine or 5-fluorouracil monotherapy and combination therapy.Conclusions:A 5-fluorouracil-or gemcitabine-based combined regimen was shown to be as effective as a single 5-fluorouracil or gemcitabine regimen as second-line therapy for patients with APC.

Curriculum Ideological and Political Teaching and Practice of Study Tour Course Design in Higher Vocational Colleges: A Case Study of Qingdao Preschool Education College

Curriculum ideology and politics are critical for colleges and universities to fulfill theirfundamental mission of fostering moral and intellectual development. Within this framework, professionalcourses serve as the primary vehicles for integrating ideological and political education. Specifically, inthe field of study tours, the Study Tour Course Design emerges as a pivotal component for actualizingthe educational objectives of such programs. To construct a robust ideological and political curriculum,it is essential to devise a comprehensive system that aligns with professional teaching standards, industrybenchmarks, and vocational skill requirements. This involves a thorough exploration of ideologicaland political elements within the curriculum, ensuring their seamless integration throughout the coursedevelopment process.

A Survey Study of Kindergarten Teachers’Use of ChatGPT to Support Instructional Design

With the rapid development of information technology,Artificial Intelligence(AI)is gradually applied to a wide range of fields,especially the powerful ability of ChatGPT to bring infinite possibilities for education,but teachers’attitudes toward using it are not yet clear.The study investigates the use of ChatGPT by kindergarten teachers to support instructional design using questionnaires and interviews to explore the attitudes and perceptions of kindergarten teachers toward its use.The results indicate that kindergarten teachers hold positive preferences for technology acceptance,perceived self-efficacy,and learning attitudes toward using ChatGPT for instructional design.Meanwhile,the study argues that more research is needed in the future to focus on how kindergarten teachers can aptly use ChatGPT to improve the quality of instruction in realistic instructionenvironments.

Novel quinoxalinone-1,2,3-triazole derivatives as potential antifungal agents for plant anthrax disease:Design,synthesis,antifungal activity and SAR study

A series of quinoxalinone-1,2,3-triazole derivatives have been synthesized and tested for antifungal activity against phytopathogenic fungus through mycelial growth inhibition in vitro,spore germination inhibition in vitro and control effect in vivo.The results showed that the pharmacophore quinoxalinone and 1,2,3-triazole displayed promising antifungal activity.The EC50 value against C.gloeosporioides of 6a-1 was 1.17μg/mL and the compound 6c-1 showed the good bioactivity against C.fragariae Brooks and P.oryzae Cav.,displaying EC50 values of 5.56,4.62μg/mL,respectively.The inhibitory of spore germination by 6a-1 was performed with EC50 value of 1.91μg/mL.In addition,the in vivo bioassay indicated that 6a-1 possessed effective control against Pepper Anthrax Disease in protective treatment.For given activity data of target compounds,structure-activity relationship(SAR)study was operated,hoping for optimizing the target structure to find lead compound with higher activity.

Research on Retrospective Studies of Real-World Study and Its Selection Bias

Objective To provide references for improving the authenticity and reliability of the retrospective study results,thus improving the quality of evidence in the real world and strengthening drug supervision and decision-making.Methods Literature review was used to study the data sources,the characteristics of retrospective research,the sources and the corrections of selective bias in the real world.Results and Conclusion The biases in retrospective study mainly come from admission rate bias,patient rate bias,survivors bias,health user bias and symptom bias.

Corpus-based Translation Class Design Study

This essay accesses to the approach of corpus applied to translation teaching, in order to improve the teaching methods, lay the foundation for the translation teaching reform, cultivate students research ability, and finally to establish a new type of translation teaching design-- ＂ability-development-oriented design＂. Also, this paper takes the word ＂good＂ for example, looking for the general rules to translate it and its common collocation, in order to design a translation class. Corpus-based learning and teaching provides us a new feasible way of translation class.

Preliminary Study on the Application of Color in the Landscape Design

In experiencing the modern landscape,color is perceived through the sight which relies on both the concrete substance and an Abstract matter-light.In this research,through analyzing the visual property and psychological perception,the 'color' used in modern landscape design is interpreted,and the application forms and methods of color in landscape design are explained in terms of the application and technique of color in site culture.

Efficacy and safety of lenvatinib for patients with advanced hepatocellular carcinoma: A retrospective, real-world study conducted in China

BACKGROUND Lenvatinib has become an indispensable part of treatment regimens for patients with advanced hepatocellular carcinoma(aHCC).Several recent real-world studies appear to have confirmed this;however,there are etiological differences.This necessitates further real-world studies of lenvatinib across diverse populations,such as in China.AIM To investigate the efficacy and safety of lenvatinib in a Chinese HCC patient population under real-world conditions.METHODS This is a retrospective and multiregional study involving patients with aHCC receiving lenvatinib monotherapy.Efficacy was assessed using the Response Evaluation Criteria in Solid Tumors version 1.1.Baseline characteristics and adverse events(AEs)were recorded throughout the entire study.RESULTS In total,54 HCC patients treated with lenvatinib monotherapy were included for final analysis.The objective response rate was 22%(n=12)with a progressionfree survival(PFS)of 168 d;however,AEs occurred in 92.8%of patients.Multivariate analysis showed that the Barcelona Clinic Liver Cancer stage[hazard ratio(HR)0.465;95%CI:0.23-0.93;P=0.031],portal vein tumor thrombus(HR 0.38;95%CI:0.15-0.94;P=0.037)and Child-Pugh classifications(HR 0.468;95%CI:and specificity(83.3%)of decreasing serum biomarkers including alphafetoprotein were calculated in order to predict tumor size reduction.Gene sequencing also provided insights into potential gene mutation signatures related to the effect of lenvatinib.CONCLUSION Our findings confirm previous evidence from the phase III REFLECT study.The majority of patients in this Chinese sample were suffering from concomitant hepatitis B virus-related HCC.However,further analysis suggested that baseline characteristics,changes in serum biomarkers and gene sequencing may hold the key for predicting lenvatinib responses.Further large-scale prospective studies that incorporate more basic medical science measures should be conducted.

Clinical outcomes of atezolizumab in combination with etoposide/platinum for treatment of extensive-stage small-cell lung cancer:A real-world,multicenter,retrospective,controlled study in China

Objective:Atezolizumab along with chemotherapy has prolonged the survival of patients with extensive-stage small-cell lung cancer(ES-SCLC)worldwide,although real-world(RW)data are lacking in China.This study was designed to evaluate the efficacy and clinical outcomes of atezolizumab plus etoposide/platinum(EP).Methods:Data obtained in this retrospective study were captured from six oncology units of five medical facilities from January 2019 to April 2022.For first-line treatments,atezolizumab combined with EP vs.EP alone,we primarily evaluated progression-free survival(PFS);other efficacy indicators,including overall survival(OS),objective response rate(ORR),and patterns of SCLC progression and adverse events(AEs)were assessed.Results:The primary analysis included data from 225 patients,of whom 133 received EP along with atezolizumab(atezolizumab group)and 92 received EP alone(EP group).The PFS duration of the atezolizumab group[7.10 months;95%confidence interval(95%CI),6.53-9.00]exceeded that of the EP group(6.50 months;95%CI,4.83-7.53).Overall,the hazard ratio(HR)was 0.69(95%CI,0.49-0.97)(P=0.029);particularly,the HR was 0.54(95%CI,0.36-0.80)among patients undergoing≥4 chemotherapy cycles and 0.33(95%CI,0.20-0.56)among individuals with atezolizumab maintenance.The ORR and disease-control rate(DCR)were similar between the two groups.Because of incomplete OS data,the median OS was not determined for either group.Bone marrow suppression was the most common AE detected(58.6%)in the atezolizumab group.Immune-related AEs occurred in 19 patients in the atezolizumab group(14.3%),with only one case of grade 3 encephalitis.Conclusions:This RW study in China demonstrated improved clinical outcomes of atezolizumab along with EP for ES-SCLC,particularly in the chemosensitive population.These results align with the results of the IMpower133 study,although the impact of this treatment modality on OS warrants additional follow-up studies.

Effectiveness of second-line anti-HER2 treatment in HER2-positive metastatic breast cancer patients previously treated with trastuzumab:A real-world study

Objective:Several studies have demonstrated different benefits for patients whose disease progressed despite previous trastuzumab treatment.Due to limited real-world data,we evaluate the effectiveness of anti-human epidermal growth factor receptor 2(HER2)therapy(lapatinib or trastuzumab)plus chemotherapy or chemotherapy alone in patients who were previously treated with trastuzumab-containing regimens and investigate factors associated with effectiveness.And we further show the effectiveness of the two anti-HER2 therapy groups.Methods:A total of 342 HER2-positive metastatic breast cancer(MBC)patients whose disease progressed during prior anti-HER2(trastuzumab)and standard chemotherapy therapy from Department of Breast Oncology,the Fifth Medical Center of Chinese PLA General Hospital,from August 2010 to December 2016 were included.Seventy-eight patients received standard chemotherapy only,148 patients continued to receive trastuzumab and switched to other chemotherapy drugs,and 116 patients received tyrosine-kinase inhibitors(TKIs;lapatinib)and chemotherapy.The main outcome measures were progression-free survival(PFS),overall response rate(ORR),and clinical benefit rate(CBR).Subgroup analyses were conducted to identify patient characteristics associated with the greatest clinical benefit.Results:After a median follow-up of 26.2(range,2.0-56.0)months,PFS significantly improved with anti-HER2 therapy compared with chemotherapy alone:median 6.0 months with lapatinib[95%confidence interval(95%CI),4.53-7.47],4.5 months with trastuzumab(95%CI,3.99-5.01)vs.3.0 months with chemotherapy alone(95%CI,2.42-3.58);stratified hazard ratio(HR)=0.70,95%CI,0.60-0.81;P<0.0001.The ORR values were 33.6%,25.0%and 12.8%,respectively,the CBR values were 60.3%,48.6%and 26.9%,respectively.The effectiveness of lapatinib group and trastuzumab group were further analyzed.In multivariate analysis,lapatinib group was associated with a longer PFS,after controlling other potential confounders(HR=0.68,95%CI,0.52-0.90;P=0.006).Conclusions:The combination of TKIs and chemotherapy was effective in this cohort previously treated with trastuzumab treatment.Therefore,TKIs combined with chemotherapy is an option for Chinese HER2-positive MBC patients previously treated with trastuzumab treatment.

Real-world 10-year retrospective study of the guidelines for diagnosis and treatment of primary liver cancer in China

BACKGROUND Hepatocellular carcinoma(HCC) is a common malignant tumor worldwide. Many regions across the world have issued various HCC diagnosis and treatment protocols to improve the diagnosis and targeted treatment of patients with HCC. However, real-world studies analysing the practice, application value, and existing problems of the China Liver Cancer(CNLC) staging system are scarce.AIM To analyze the current situation and problems associated with the Guidelines for Diagnosis and Treatment of Primary Liver Cancer in China.METHODS We collected the medical records of all patients with HCC admitted to the First Affiliated Hospital of Zhengzhou University from January 1, 2011 to December 31, 2019, and recorded the hospitalization information of those patients until December 31, 2020. All information on the diagnosis and treatment of the target patients was recorded, and their demographic and sociological characteristics, CNLC stages, screening situations, and treatment methods and effects were analyzed. The survival status of the patients was obtained from follow-up data.RESULTS This study included the medical records of 3022 patients with HCC. Among these cases, 304 patients were screened before HCC diagnosis;their early-stage diagnosis rate was 69.08%, which was significantly higher than that of patients with HCC who were diagnosed without screening and early detection(33.74%). Herein, patients with no clinical outcome at discharge were followed up, and the survival information of 1128 patients was obtained. A Cox model was used to analyse independent risk factors affecting overall survival, which were revealed as age > 50 years, no screening, alpha-fetoprotein > 400 ng/mL, Child–Pugh grade B, and middle and late CNLC stages. Based on the Cox model survival analysis, in our study, patients with HCC identified via screening had significant advantages in overall and tumorfree survival after hepatectomy.CONCLUSION Early diagnosis and treatment can be achieved by screening groups at high risk for HCC based on the guidelines;however, real-world compliance is poor.

Preclinical in vivo research of magnesium-based implants for fracture treatment: A systematic review of animal model selection and study design

Background:Degradable magnesium implants are promising for clinical fracture treatment,providing less stress-shielding mechanical support and superior bone-strengthening benefits to traditional materials.The quality of preclinical research is essential for developing Mg implants;however,there are considerable variations in the model selection and study design in published studies,posing challenges for safe and effective clinical translation of lab discoveries.Objective:The purpose of this systematic review is to investigate the current progress on in vivo research of Mg implants for fracture treatment,focusing on model selection,Mg materials,implant design,methodological and analyzing techniques,aiming to provide comprehensive guidance for future preclinical research.Materials and methods:Pub Med and Embase online databases were searched to identify researches investigating Mg implants in animal models of fracture from 1960 to December 2019,using a combination of keywords:magnesium and fracture.Eligible studies were included without language restriction.Data extraction was conducted for qualitative analysis.Meta-analysis was not performed due to extensive heterogeneities among studies.Results:Twenty studies published from 2014 to 2019 were included.Publication information,animal model,methodological quality,implants preparation,and evaluation techniques were extracted.The methodological assessment revealed low to high risk of bias among studies.Both rodent and non-rodent species were selected,and the anatomical sites for inducing fractures included both cranial-facial and limb bones.Pure Mg and alloys with or without surface modification were evaluated,covering implant designs of both intra-medullary and extra-medullary fixation.Radiological and histological evaluations were commonly conducted.Conclusions:Published in vivo evidence confirmed the role of Mg-based implants in promoting fracture healing.However,considering heterogeneity in animal selection,implant preparation,and evaluation methods,there still lacks a standardized reference model.By analyzing the information extracted from included studies,the systematic review may facilitate planning and conducting preclinical research with translational perspective.

The applications of Bayesian models in real-world studies of traditional Chinese medicine:a primer

Real-world study is valuable for traditional Chinese medicine.However,there are no gold standards of statistical approaches for analyzing data from real-world study of traditional Chinese medicine.With the development of computer technology,researchers have increasingly paid attention to Bayesian statistics in the biomedical field.In present study,real-world study and Bayesian statistics were introduced.It was discussed that why and when to use Bayesian analysis and the challenge in the real-world study of traditional Chinese medicine.

Applying“First Principles of Instruction”as a Design Theory of the EFL Classroom:Findings from an Empirical Study

How to benefit the learners learning English as a foreign language(EFL)from the aspect of instructional design aroused the concerns of many teachers and researchers.The main purpose of this study is to address the question of how teachers can design and implement EFL classroom that benefit the learners.Specifically,the“First Principles of Instruction,”advocated by Merrill(2002),was applied by the English teachers to conduct their day-to-day pedagogical practices.The corresponding effects of this theory in designing EFL classroom activities were reported in this study.Two research questions are formulated as follows:(1)Does the“First Principles of Instruction”benefit the EFL classroom designing in the aspect of student achievement?If yes,what is the effect?(2)How do the English teachers perceive the“First Principles of Instruction”to design EFL classroom?While observing the EFL classroom activities and interviewing the college English teachers,an empirical study was done to perceive how college English teachers could best apply these principles to design EFL classroom activities.

Effectiveness of an amino acid beverage formulation in diarrheapredominant irritable bowel syndrome:A pragmatic real-world study

BACKGROUND Amino-acid based medical foods have shown promise in alleviating symptoms of drug induced gastrointestinal side effects;particularly,diarrhea-predominant symptoms.Irritable bowel syndrome(IBS)is a gastrointestinal disorder that affects up to 9% of people globally,with diarrhea predominant IBS(IBS-D)being the most prevalent subtype.Further trials are needed to explore potential added benefits when integrated into standard care for IBS-D.AIM To assess the effectiveness of an amino acid-based medical food as an adjunct to standard of care for adults with IBS-D.METHODS This is a pragmatic,real world,open label,single arm study comparing a 2-week baseline assessment to a 2-week intervention period.One hundred adults,aged 18 to 65 years,with IBS-D,according to Rome IV criteria,were enrolled after completing a 2-week baseline assessment period and received a 2-week supply of an amino acid based medical food which was consumed at home twice daily on top of their standard of care.The primary outcome was an assessment of tolerability after 2-weeks of consumption,while secondary outcomes included changes in stool consistency(Bristol Stool Form Scale),severity of abdominal pain&discomfort,symptoms of urgency,Global Improvement Survey(GIS),and the IBS severity scoring system(IBS-SSS).RESULTS The test product was well-tolerated as each participant successfully completed the full 14-day trial,and there were no instances of dropouts or discontinuation of the study product reported.Forty percent of participants achieved a 50% or more reduction in the number of days with type 6-7 bowel movements(IBS-D stool consistency responders).Fifty-three percent of participants achieved a clinically meaningful reduction of 30% in mean weekly pain scores,and 55%experienced the same for mean weekly discomfort scores(IBS-D pain and discomfort responders).Participants experienced a mean-109.4(95% confidence interval:-130.1,-88.8)point reduction on the IBS-SSS and 52% experienced a minimally clinically important difference of>95 points.An IBS-SSS category shift from severe to moderate or mild occurred in 69% of participants.For functional symptoms,76% of participants reported symptom relief on the GIS.CONCLUSION The amino acid-based medical food was well-tolerated,when added to the standard of care,and demonstrated improvements in both overall IBS symptom severity and IBS-D symptoms within just 2 wk.

STUDY ON THERMAL EXPANSIONCOEFFICIENT AND DESIGN FOR ZERO-EXPANSION OF SlNGLE AND HYBRIDMULTI-DIRECTIONAL COMPOSITES

AbstractThermal expansion properties of single and hybrid multi-directional composites fromr.t. to 150℃ are studied. The theoretical formulae for predicting coefficient of thermal ex-pansion (CTE) value are established. In the experiments, carbon/glasa andcarbon / Keviar are accepted to be the hybrid form. The variation of CTE values of hybridcomposites with structure parameter is analyzed. Besides, hybrid composites with zeroCTE arc studied and designed. And some typical ply forms of laminates with zero CTE arepresented. The investigation shows that it is easier for hybrid multi-directional compositesto meet the requirements of zero-expansion.

A Study of Design Optimization Using Response Surface Analysis and Fabricaiton MEMS Probe Tip

In semiconductor manufacturing process, probe station that is testing equipment is important. Inspection step is for detecting defects on semiconductor before the packaging. Probe card is a part of probe station and contains probe tip that contacts to semiconductor. Through probe tip, it can inspect defects of semiconductor. In this paper, optimization method is used with response surface analysis to design MEMS type probe tip. And fabricating probe tip uses maskless lithography, electro-plating and lapping process.

Large Cohort Data Based Group or Community Disease Prevention Design Strategy: Strong Heart Study

Background and Objective: A multitude of large cohort studies have data on incidence rates and predictors of various chronic diseases. However, approaches for utilization of these costly collected data and translation of these?valuable results to inform and guide clinical disease prevention practice are?not well developed. In this paper we proposed a novel conceptual group/community disease prevention design strategy based on large cohort study data. Methods and Results: The data from participants (n = 3516;2056 women) aged 45 to 74 years and the diabetes risk prediction model from Strong Heart Study were used. The Strong Heart Study is a population-based cohort study of cardiovascular disease and its risk factors in American Indians. A conceptual group/community disease prevention design strategy based on large cohort data was initiated. The application of the proposed strategy for group diabetes prevention was illustrated. Discussion: The strategy may provide reasonable solutions to the prevention design issues. These issues include complex associations of a disease with its combined and correlated risk factors, individual differences, choosing intervention risk factors and setting their appropriate, attainable, gradual and adaptive goal levels for different subgroups, and assessing effectiveness of the prevention program. Conclusions: The strategy and methods shown in the illustration example can be analogously adopted and applied for other diseases preventions. The proposed strategy for a target group/community in a population provides a way to translate and apply epidemiological study results to clinical disease prevention practice.