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1.
J Med Virol ; 96(3): e29426, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38420851

RESUMO

With the rising need for accessible cervical cancer screening, self-sampling methods offer a promising alternative to traditional physician-led sampling. This study aims to evaluate the efficacy of the HygeiaTouch Self Sampling Kit for Women in detecting human papillomavirus (HPV) types and predicting cervical lesions. We studied the concordance in identifying high-risk HPV (hrHPV) types between samples collected by physicians and those self-collected by women using a self-sampling kit for validation. Women aged 21-65, fitting into specific categories based on their cervical health history were eligible. Cohen's kappa coefficient to gauge concordance between the two specimen types and relative accuracy metrics in identifying cervical intraepithelial neoplasia (CIN) were also calculated, with physician-sampled specimens serving as a reference. A total of 1210 participants from three institutes were involved. The self-sampling kit closely matched the physician-led method in terms of collecting valid specimens (100% vs. 100%), identifying hrHPV types (kappa: 0.75, 95% confidence interval [95% CI]: 0.72-0.79; agreement: 87.7%, 95% CI: 85.8-89.6) and predicting CIN grade 2 or worse (CIN2+) (relative sensitivity: 0.949, relative accuracy: 0.959). Kappa values varied between 0.71 and 0.83 for different hrHPV types and combinations, with an overall value 0.75 (95% CI: 0.72-0.79) signifying robust compatibility between the two methods. Our study underscores the potential of the HygeiaTouch Self Sampling Kit as a reliable, efficient, and user-friendly alternative to traditional sampling methods. This suggests that self-sampling could be pivotal in expanding cervical cancer screening accessibility and enhancing detection rates.


Assuntos
Infecções por Papillomavirus , Médicos , Displasia do Colo do Útero , Neoplasias do Colo do Útero , Feminino , Humanos , Neoplasias do Colo do Útero/diagnóstico , Papillomavirus Humano , Detecção Precoce de Câncer/métodos , Papillomaviridae/genética , Manejo de Espécimes/métodos , Esfregaço Vaginal/métodos , Sensibilidade e Especificidade
2.
J Endocr Soc ; 8(3): bvae001, 2024 Jan 16.
Artigo em Inglês | MEDLINE | ID: mdl-38264268

RESUMO

Kisspeptin (a product of the KISS1 gene and its receptor) plays an important role in obstetrics, gynecology, and cancer cell metastasis and behavior. In hypothalamic-pituitary-gonadal axis and placentation, Kisspeptin/Kisspeptin receptor affects hormone release and represses trophoblast invasion into maternal deciduae. Endometrial cancer is one of the common gynecological cancers and is usually accompanied by metastasis, the risk factor that causes death. Recently, research has demonstrated that Kisspeptin/Kisspeptin receptor expression in aggressive-stage endometrial cancer tissues. However, the detailed mechanism of Kisspeptin/Kisspeptin receptor in regulating the motility of endometrial cancers is not well understood. In this study, we use endometrial cancer cell lines RL95-2, Ishikawa, HEC-1-A, and HEC-1-B as models to explore the molecular mechanism of Kisspeptin on cell motility. First, we discovered that Kisspeptin/Kisspeptin receptor was expressed in endometrial cancer cells, and Kisspeptin significantly regulated the migration and invasion of endometrial cancer cells. Furthermore, we explored the epithelial-mesenchymal transition marker expression and the underlying signals were regulated on Kisspeptin treatment. In conclusion, we suggest that Kisspeptin regulates endometrial cancer cell motility via FAK and Src expression and the ERK1/2, N-Cadherin, E-Cadherin, beta-Catenin, Twist, and matrix metalloproteinase signaling pathways. We expect these molecules could be candidates for the development of new approaches and therapeutic targets.

3.
Int J Mol Sci ; 24(20)2023 Oct 17.
Artigo em Inglês | MEDLINE | ID: mdl-37894950

RESUMO

Crucial roles in embryo implantation and placentation in humans include the invasion of the maternal decidua by extravillous trophoblasts and the motile behavior of decidual endometrial stromal cells. The effects of the epidermal growth factor (EGF) and GnRH-II in the endometrium take part in early pregnancy. In the present study, we demonstrated the coaction of EGF- and GnRH-II-promoted motility of human decidual endometrial stromal cells, indicating the possible roles of EGF and GnRH-II in embryo implantation and early pregnancy. After obtaining informed consent, we obtained human decidual endometrial stromal cells from decidual tissues from normal pregnancies at 6 to 12 weeks of gestation in healthy women undergoing suction dilation and curettage. Cell motility was evaluated with invasion and migration assays. The mechanisms of EGF and GnRH-II were performed using real-time PCR and immunoblot analysis. The results showed that human decidual tissue and stromal cells expressed the EGF and GnRH-I receptors. GnRH-II-mediated cell motility was enhanced by EGF and was suppressed by the knockdown of the endogenous GnRH-I receptor and EGF receptor with siRNA, revealing that GnRH-II promoted the cell motility of human decidual endometrial stromal cells through the GnRH-I receptor and the activation of Twist and N-cadherin signaling. This new concept regarding the coaction of EGF- and GnRH-promoted cell motility suggests that EGF and GnRH-II potentially affect embryo implantation and the decidual programming of human pregnancy.


Assuntos
Caderinas , Fator de Crescimento Epidérmico , Feminino , Humanos , Gravidez , Caderinas/metabolismo , Movimento Celular , Decídua/metabolismo , Endométrio/metabolismo , Fator de Crescimento Epidérmico/farmacologia , Fator de Crescimento Epidérmico/metabolismo , Hormônio Liberador de Gonadotropina/metabolismo , Receptores LHRH/metabolismo , Células Estromais/metabolismo , Trofoblastos/metabolismo
4.
Int J Mol Sci ; 24(8)2023 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-37108664

RESUMO

Endometriosis is a chronic inflammatory disease associated with bothersome symptoms in premenopausal women and is complicated with long-term systemic impacts in the post-menopausal stage. It is generally defined by the presence of endometrial-like tissue outside the uterine cavity, which causes menstrual disorders, chronic pelvic pain, and infertility. Endometriotic lesions can also spread and grow in extra-pelvic sites; the chronic inflammatory status can cause systemic effects, including metabolic disorder, immune dysregulation, and cardiovascular diseases. The uncertain etiologies of endometriosis and their diverse presentations limit the treatment efficacy. High recurrence risk and intolerable side effects result in poor compliance. Current studies for endometriosis have paid attention to the advances in hormonal, neurological, and immunological approaches to the pathophysiology and their potential pharmacological intervention. Here we provide an overview of the lifelong impacts of endometriosis and summarize the updated consensus on therapeutic strategies.


Assuntos
Endometriose , Feminino , Humanos , Endometriose/metabolismo , Inflamação/patologia , Endométrio/metabolismo , Dor Pélvica/tratamento farmacológico , Dor Pélvica/etiologia , Resultado do Tratamento
5.
Reprod Biomed Online ; 46(2): 391-398, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36566144

RESUMO

RESEARCH QUESTION: Is there an association between post-occlusive reactive hyperaemia (PORH) and ovarian stimulation in women with normoandrogenaemic polycystic ovary syndrome (PCOS)? DESIGN: Women eligible for IVF at an academic fertility centre were invited to join this prospective study. Microvascular endothelial function was measured as PORH by laser Doppler flowmetry (LDF) before and after ovarian stimulation. Metabolic characteristics, hormone profiles and biochemical markers were analysed. RESULTS: Thirty-four normoandrogenaemic women with PCOS and 36 normoandrogenaemic women without PCOS were included. The PCOS group displayed higher C-reactive protein levels and insulin resistance (P = 0.048 and P = 0.025, respectively). No significant difference was found in microcirculatory function between the groups at baseline. After ovarian stimulation, PORH was enhanced in the control group (slope 7.1 ± 3.3 versus 9.7 ± 4.5; P = 0.007; peak flow 30.7 ± 16.3 versus 43.5 ± 17.3, P = 0.008; however, the PCOS group experienced a blunting response to supraphysiological hormone status (slope 8.2 ± 5.1 versus 7.2 ± 4.3, P = 0.212; peak flow, 38.8 ± 19.4 versus 37.0 ± 21.8, P = 0.895). CONCLUSIONS: Impaired microcirculatory function could be found using a non-invasive LDF technique in normoandrogenaemic women with PCOS undergoing IVF, indicating early changes in vascular endothelial dysfunction. Future observational studies should clarify whether PORH measurement might help predict IVF prognosis or obstetric complications.


Assuntos
Infertilidade , Síndrome do Ovário Policístico , Gravidez , Feminino , Humanos , Síndrome do Ovário Policístico/metabolismo , Estudos Prospectivos , Microcirculação , Infertilidade/complicações , Hormônios
6.
Curr Issues Mol Biol ; 44(11): 5550-5561, 2022 Nov 09.
Artigo em Inglês | MEDLINE | ID: mdl-36354688

RESUMO

Adenomyosis is a uterine pathology characterized by a deep invasion of endometrial glands and stroma, disrupting the endometrial−myometrial interface (EMI). Interleukin-18 (IL-18) system is a dominant cytokine involved in the menstrual cycle of human endometrium. IL-18 may play a defensive role against maternal immune response in the uterine cavity. The present study was designed to determine IL-18-mediated immune response at the level of EMI. We uncovered that mRNA of IL-18 system, including IL-18, IL-18 receptor (IL-18R), and its antagonist, IL-18 binding protein (IL-18BP), expressed in eutopic, ectopic endometrium, and corresponding myometrium in patients with adenomyosis. IL-18 system was demonstrated in paired tissue samples by immunochemistry and immunofluorescence study. According to RT-PCR with CT value quantification and 2−∆∆Ct method, a significant down-regulation of IL-18BP in corresponding myometrium in comparison to eutopic endometrium (p < 0.05) indicates that the IL-18 system acts as a local immune modulator at the level of EMI and regulating cytokine networks in the pathogenesis of adenomyosis. Furthermore, an increased IL-18 antagonist to agonist ratio was noted in ectopic endometrium compared with corresponding myometrium. We suggest that altered IL-18 system expression contributes to immunological dysfunction and junctional zone disturbance in women with adenomyosis.

7.
Int J Mol Sci ; 23(21)2022 Nov 02.
Artigo em Inglês | MEDLINE | ID: mdl-36362169

RESUMO

Embryo-endometrial communication plays a critical role in embryo implantation and the establishment of a successful pregnancy. Successful pregnancy outcomes involve maternal immune modulation during embryo implantation. The endometrium is usually primed and immunomodulated by steroid hormones and embryo signals for subsequent embryo implantation and the maintenance of pregnancy. The roles of extracellular vesicles (EVs) and microRNAs for the embryo-maternal interactions have been elucidated recently. New evidence shows that endometrial EVs and trophectoderm-originated EV cargo, including microRNAs, proteins, and lipids in the physiological microenvironment, regulate maternal immunomodulation for embryo implantation and subsequent pregnancy. On the other hand, trophoblast-derived EVs also control the cross-communication between the trophoblasts and immune cells. The exploration of EV functions and mechanisms in the processes of embryo implantation and pregnancy will shed light on a practical tool for the diagnostic or therapeutic approaches to reproductive medicine and infertility.


Assuntos
Vesículas Extracelulares , MicroRNAs , Gravidez , Feminino , Humanos , Implantação do Embrião/fisiologia , Endométrio/metabolismo , Células Estromais , Vesículas Extracelulares/metabolismo , Trofoblastos/metabolismo , MicroRNAs/genética , MicroRNAs/metabolismo , Tolerância Imunológica
8.
Taiwan J Obstet Gynecol ; 61(5): 906-908, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-36088067

RESUMO

OBJECTIVE: To assess the effects of dienogest on segmented in vitro fertilization (IVF) and frozen-thawed embryo transfer (FET) for a patient with adenomyosis. CASE REPORT: A 33-year-old female with primary infertility for 3 years had dysmenorrhea and hypermenorrhea. Diagnosis of adenomyosis was made with a sonographic exam and an elevated cancer antigen 125 (CA-125, 310 U/mL). Her early follicular hormone profile (anti-müllerian hormone, AMH, 8 ng/mL) was normal. After repeated controlled ovarian stimulation (COS) and failed intrauterine insemination (IUI), she underwent IVF. Controlled ovarian stimulation using gonadotropin-releasing hormone (GnRH) antagonist protocol was performed with the blastocyst freeze-all IVF cycle. Pretreatment with two months of GnRH agonist (GnRHa) and frozen-thawed embryo transfer did not result in pregnancy. Subsequently, three months of long-term pretreatment with dienogest was given, and the CA-125 level was markedly reduced. Frozen-thawed blastocyst stage embryo transfer was provided, and a singleton pregnancy was achieved. CONCLUSION: Dienogest, a novel progestin highly selective for progesterone receptors, may benefit the pregnancy outcomes of infertile patients with adenomyosis adopting segmented IVF with FET.


Assuntos
Adenomiose , Adenomiose/complicações , Adenomiose/terapia , Adulto , Transferência Embrionária/métodos , Feminino , Fertilização In Vitro/métodos , Hormônio Liberador de Gonadotropina , Antagonistas de Hormônios/uso terapêutico , Humanos , Nandrolona/análogos & derivados , Gravidez
9.
Pharmaceutics ; 14(6)2022 May 30.
Artigo em Inglês | MEDLINE | ID: mdl-35745744

RESUMO

Functional embryo-maternal interactions occur during the embryo implantation and placentation. Extracellular vesicles with microRNA (miR) between cells have been considered of critical importance for embryo implantation and the programming of human pregnancy. MiR-138-5p functions as the transcriptional regulator of G protein-coupled receptor 124 (GPR124). However, the signaling pathway of miR138-5p- and GPR124-adjusted NLRP3 inflammasome activation remains unclear. In this study, we examine the roles of the miR138-5p and GPR124-regulated inflammasome in embryo implantation and early pregnancy. Human decidual stromal cells were isolated from the abortus tissue and collected by curettage from missed abortion patients and normal pregnant women at 6- to 12-week gestation, after informed consent. Isolated extracellular vesicles from decidua and decidual stromal cells were confirmed by transmission electron microscopy (TEM). Next-Generation Sequencing (NGS) and microarray were performed for miR analysis. The predicated target genes of the differentially expressed miR were analyzed to identify the target genes and their pathway. We demonstrated the down-regulation of miR-138-5p and the overexpression of GPR124 in spontaneous miscarriage compared to normal pregnancy. We also showed the excessive activation of the NLRP3 inflammasome in spontaneous miscarriage compared to normal pregnancy. Here, we newly demonstrate that the miR-138-5p and GPR124-adjusted NLRP3 inflammasome were expressed in extracellular vesicles derived from decidua and decidual stromal cells, indicating that the miR-138-5p, GPR124 and NLRP3 (NACHT, LRR, and PYD domains-containing protein 3) inflammasome have a potential modulatory role on the decidual programming and placentation of human pregnancy. Our findings represent a new concept regarding the role of extracellular vesicles, miR-138-5p, GPR124, and the NLRP3 inflammasome in normal early pregnancy and spontaneous miscarriage.

10.
Biol Reprod ; 106(1): 145-154, 2022 01 13.
Artigo em Inglês | MEDLINE | ID: mdl-34792103

RESUMO

Endometrial stromal cells remodeling is critical during human pregnancy. Growth hormone-releasing hormone and its functional receptor have been shown to be expressed in gynecological cancer cells and eutopic endometrial stromal cells. Recent studies have demonstrated the potential clinical uses of antagonists of growth hormone-releasing hormone as effective antitumor agents because of its directly antagonistic effect on the locally produced growth hormone-releasing hormone in gynecological tumors. However, the impact of growth hormone-releasing hormone antagonists on normal endometrial stromal cell growth remained to be elucidated. The aim of this study was to investigate the effect of a growth hormone-releasing hormone antagonist (JMR-132) on cell proliferation and apoptosis of human decidual stromal cells and the underlying molecular mechanisms. Our results showed that growth hormone-releasing hormone and the splice variant 1 of growth hormone-releasing hormone receptor are expressed in human decidual stromal cells isolated from the decidual tissues of early pregnant women receiving surgical abortion. In addition, treatment of stroma cells with JMR-132 induced cell apoptosis with increasing cleaved caspase-3 and caspase-9 activities and decrease cell viability in a time- and dose-dependent manner. Using a dual inhibition approach (pharmacological inhibitors and siRNA-mediated knockdown), we showed that JMR-132-induced activation of apoptotic signals are mediated by the activation of ERK1/2 and JNK signaling pathways and the subsequent upregulation of GADD45alpha. Taken together, JMR-132 suppresses cell survival of decidual stromal cells by inducing apoptosis through the activation of ERK1/2- and JNK-mediated upregulation of GADD45alpha in human endometrial stromal cells. Our findings provide new insights into the potential impact of growth hormone-releasing hormone antagonist on the decidual programming in humans.


Assuntos
Apoptose/efeitos dos fármacos , Decídua/citologia , Hormônio Liberador de Hormônio do Crescimento/antagonistas & inibidores , Células Estromais/efeitos dos fármacos , Proteínas de Ciclo Celular/genética , Proliferação de Células/efeitos dos fármacos , Células Cultivadas , Decídua/efeitos dos fármacos , Implantação do Embrião/efeitos dos fármacos , Feminino , Humanos , Sistema de Sinalização das MAP Quinases/efeitos dos fármacos , Sistema de Sinalização das MAP Quinases/fisiologia , Gravidez , Sermorelina/análogos & derivados , Sermorelina/farmacologia , Células Estromais/fisiologia , Regulação para Cima/efeitos dos fármacos
11.
Taiwan J Obstet Gynecol ; 60(4): 739-744, 2021 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-34247817

RESUMO

OBJECTIVE: To evaluate the value of using both HMG and recombinant FSH (r-FSH) in the GnRH antagonist protocol for women with high AMH. MATERIALS AND METHODS: This retrospective, single-center cohort study was conducted from January 2013 to December 2018. Of 277 GnRH antagonist IVF/ICSI cycles in women with anti-Mullerian hormone (AMH) ≥5 µg/L, 170 cycles receiving the combination of r-FSH and HMG (77 with HMG added at the beginning of the GnRH antagonist cycle and 93 with HMG added after GnRH antagonist administration) and 107 cycles receiving r-FSH alone were analyzed. The dynamic hormone profiles and embryonic and clinical outcomes of the patients were evaluated. RESULTS: We observed significantly lower serum LH levels in the r-FSH + HMG groups during ovarian stimulation. The serum estradiol and progesterone levels were lower in the r-FSH + HMG groups on the trigger day. Nevertheless, there were no significant differences with respect to the number of oocytes retrieved, maturation, fertilization, blastocyst formation rate or ovarian hyperstimulation syndrome (OHSS). The implantation and live birth rates were increased in the r-FSH + HMG groups compared with the r-FSH alone group, with no statistical significance. CONCLUSIONS: HMG for LH supplementation in the GnRH antagonist protocol for patients with high AMH is not significantly superior to r-FSH alone in terms of ovarian response and pregnancy outcome. Nevertheless, HMG supplementation might be appropriate for women with an initially inadequate response to r-FSH or intracycle LH deficiency.


Assuntos
Hormônio Antimülleriano/sangue , Hormônio Foliculoestimulante/administração & dosagem , Hormônio Liberador de Gonadotropina/antagonistas & inibidores , Antagonistas de Hormônios/administração & dosagem , Menotropinas/administração & dosagem , Adulto , Coeficiente de Natalidade , Implantação do Embrião , Estradiol/sangue , Feminino , Fertilização In Vitro/métodos , Humanos , Hormônio Luteinizante/sangue , Indução da Ovulação/métodos , Gravidez , Progesterona/sangue , Estudos Retrospectivos , Injeções de Esperma Intracitoplásmicas/métodos , Resultado do Tratamento
12.
Taiwan J Obstet Gynecol ; 60(3): 567-569, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-33966751

RESUMO

OBJECTIVE: Assisted oocyte activation combined with ICSI (ICSI-AOA) has been reported to improve fertilization outcomes of couples with oocyte activation deficiency (OAD). Although there's no sufficient evidence to support ICSI-AOA as routine use, it might be beneficial for POSEIDON group 3 patients with suspected oocyte-related OAD. CASE REPORT: A 29-year-old female presented with a history of primary infertility for two years. She was classified as a POSEIDON group 3 patient and had a total fertilization failure history. With the help of ICSI-AOA, six oocytes were successfully fertilized. Pregnancy was later confirmed after embryo transfer. A living infant was born after 34 weeks of pregnancy. CONCLUSION: OAD should be taken into consideration for POSEIDON group 3 patients since low Antimüllerian hormone is associated decreased quality. Further research needs to be done to understand the mechanism underlying oocyte-related OAD and the potential role of ICSI-AOA in young patients with suboptimal ovarian response.


Assuntos
Técnicas de Maturação in Vitro de Oócitos/métodos , Infertilidade/terapia , Oócitos/fisiologia , Injeções de Esperma Intracitoplásmicas/métodos , Interações Espermatozoide-Óvulo/fisiologia , Adulto , Feminino , Fertilização/fisiologia , Humanos , Nascido Vivo , Masculino , Gravidez , Espermatozoides/fisiologia , Resultado do Tratamento
13.
Taiwan J Obstet Gynecol ; 56(5): 694-696, 2017 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-29037561

RESUMO

OBJECTIVE: Benign mature teratoma during pregnancy is common, mostly discovered incidentally by antenatal sonography. However, repeated pregnancy coincident with ovarian mature teratoma is rarely reported. The cases of teratoma with rapid growing characteristics are even more unique. CASE REPORT: A 17-year-old woman was pregnant at 6 weeks of gestation with a left ovarian teratoma. She underwent artificial abortion followed by surgical removal of the teratoma. However, eleven years after the surgery, a right ovarian teratoma was found incidentally by antepartum sonography at 21 weeks of gestation. The right ovarian teratoma developed uneventfully, with rapid growth during pregnancy. Abdominal delivery at term was accomplished without any complication. CONCLUSION: Younger patients and patients with bilateral or large size dermoid cysts should be followed up closely. Further studies are needed for better understanding of its natural clinical course and the mechanism of progression. The treatment options should be made individually, weighing the risks of torsion, rupture, or obstruction of labor versus the potential for unnecessary surgical risk to mother and fetus.


Assuntos
Neoplasias Ovarianas/diagnóstico , Complicações Neoplásicas na Gravidez/diagnóstico , Teratoma/diagnóstico , Ultrassonografia Pré-Natal/métodos , Adolescente , Intervalo entre Nascimentos , Feminino , Número de Gestações , Humanos , Nascido Vivo , Neoplasias Ovarianas/cirurgia , Gravidez , Teratoma/cirurgia
14.
IEEE Trans Cybern ; 44(8): 1269-82, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24108724

RESUMO

The ranking of interval-valued intuitionistic fuzzy sets (IvIFSs) is difficult since they include the interval values of membership and nonmembership. This paper proposes ranking functions for IvIFSs based on the dominance concept. The proposed ranking functions consider the degree to which an IvIFS dominates and is not dominated by other IvIFSs. Based on the bivariate framework and the dominance concept, the functions incorporate not only the boundary values of membership and nonmembership, but also the relative relations among IvIFSs in comparisons. The dominance-based ranking functions include bipolar evaluations with a parameter that allows the decision-maker to reflect his actual attitude in allocating the various kinds of dominance. The relationship for two IvIFSs that satisfy the dual couple is defined based on four proposed ranking functions. Importantly, the proposed ranking functions can achieve a full ranking for all IvIFSs. Two examples are used to demonstrate the applicability and distinctiveness of the proposed ranking functions.

15.
IEEE Trans Syst Man Cybern B Cybern ; 37(3): 705-12, 2007 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-17550123

RESUMO

Fuzzy regression models are useful to investigate the relationship between explanatory and response variables with fuzzy observations. Different from previous studies, this correspondence proposes a mathematical programming method to construct a fuzzy regression model based on a distance criterion. The objective of the mathematical programming is to minimize the sum of distances between the estimated and observed responses on the X axis, such that the fuzzy regression model constructed has the minimal total estimation error in distance. Only several alpha-cuts of fuzzy observations are needed as inputs to the mathematical programming model; therefore, the applications are not restricted to triangular fuzzy numbers. Three examples, adopted in the previous studies, and a larger example, modified from the crisp case, are used to illustrate the performance of the proposed approach. The results indicate that the proposed model has better performance than those in the previous studies based on either distance criterion or Kim and Bishu's criterion. In addition, the efficiency and effectiveness for solving the larger example by the proposed model are also satisfactory.


Assuntos
Algoritmos , Inteligência Artificial , Lógica Fuzzy , Modelos Estatísticos , Simulação por Computador , Computação Matemática , Análise Numérica Assistida por Computador , Análise de Regressão
16.
Artigo em Inglês | MEDLINE | ID: mdl-18238157

RESUMO

This paper proposes an intelligent control system called self-exploring-based intelligent control system (SEICS). The SEICS is comprised of three basic mechanisms, namely, controller, performance evaluator (PE), and adaptor. The controller is constructed by a fuzzy neural network (FNN) to carry out the control tasks. The PE is used to determine whether or not the controller's performance is satisfactory. The adaptor, comprised of two elements, action explorer (AE) and rule generator (RG), plays the main role in the system for generating new control behaviors in order to enhance the control performance. AE operates through a three-stage self-exploration process to explore new actions, which is realized by the multiobjective genetic algorithm (GA). The RG transforms control actions to fuzzy rules based on a numerical method. The application of the adaptor can make a control system more adaptive in various environments. A simulation of robotic path-planning is used to demonstrate the proposed model. The results show that the robot reaches the target point from the start point successfully in the lack-of-information and changeable environments.

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