Methods for Decision Making in an Uncertain Environment : Proceedings of the XVII SIGEF Congress. için kapak resmi
Methods for Decision Making in an Uncertain Environment : Proceedings of the XVII SIGEF Congress.
Başlık:
Methods for Decision Making in an Uncertain Environment : Proceedings of the XVII SIGEF Congress.
Yazar:
Gil-Aluja, Jaime.
ISBN:
9789814415774
Yazar Ek Girişi:
Fiziksel Tanımlama:
1 online resource (471 pages)
Seri:
World Scientific Proceedings Series on Computer Engineering and Information Science ; v.6

World Scientific Proceedings Series on Computer Engineering and Information Science
İçerik:
CONTENTS -- Preface Jaime Gil-Aluja, Antonio Terceño -- Scientific Committee -- Organizing Committee -- INTRODUCTION -- The spanish school of fuzzy economics Jaime Gil-Aluja -- PART 1: THEORETICAL FOUNDATIONS -- Specific Max. Traveling Salesman Problems Raul O. Dichiara, Blanca I. Niel -- 1. Introduction -- 2. The proposed methodology -- 2.1. Intrinsic Geometry and Inherent Arithmetic -- 2.2. Fundamental Statements: Lemma 2.2 and Theorem 2.1 -- 3. Representative strategies of the max. traveling salesman path problems -- 4. Congruent cyclic strategies with k -- 5. Max. traveling salesman paths singled out in K k /~ -- 6. The outcome of maximum overall-length statements -- 5. Conclusion -- APPENDIX -- References -- Solving Fuzzy Mathematical Programming: A Parametric Approach Ricardo Coelho Silva,Carlos Cruz Corona, José L. Verdegay -- 1. Introduction -- 2. Fuzzy Linear Programming -- 3. Fuzzy Quadratic Programming -- 4. Parametric Convex Programming Approaches -- 4.1. Convex programming problems with fuzzy relations -- 4.2. Convex programming problems with fuzzy costs -- 5. Portfolio Selection Problem -- 6. Numerical Examples -- 6.1. Formulation of the Numerical Examples -- 6.2. Results and Analysis -- 7. Conclusions -- Acknowledgements -- References -- Study of Fuzzy Model With Constant Development Xavier Bertran, Narcís Clara, Dolors Corominas -- 1. Introduction -- 2. Fuzzy analysis based on the extension principle -- 3. Solution of the fuzzy equation -- 3.1. Case1: Equation (4) don't have any equilibrium point -- 3.1.1 Solution of = in region R1 -- 3.1.2 Solution of = in region R2 -- 3.1.3 Solution of = in region R3 -- 3.2. Case2: Equation (4) have one equilibrium point -- 3.2.1 Solution of = in region R1 -- 3.2.2 Solution of = in region R2 -- 3.2.3 Solution of = in region R3.

3.3. Case3: Equation (4) have two equilibrium points -- 3.3.1 Solution of = in region R1 -- 3.3.2 Solution of = in region R2 -- 3.3.3 Solution of = in region R3 -- 4. Conclusion -- References -- PART 2: FINANCE -- A Decision Support System for Scoring Distressed Debts and Planning their Collection Gianluca Murgia, Simone Sbrilli -- 1. INTRODUCTION -- 2. CASE STUDY AND DATASET -- 3. ANN SCORING -- 3.1. The classifier -- 3.2. The regressor -- 4. ANN RESULTS -- 4.1. ANN scoring versus other learning techniques -- 4.2. ANN results with different thresholds -- 4.3. Regressor results -- 4.4. ANN scoring test -- 4.5. The input variable relevance -- 5. OPTIMIZING DEBT COLLECTION: INFORMATION FROM THE OUTCOMES -- 5.1. AHP module -- 5.2. Hidden Markov Model for probability estimation -- 5.3. The optimizer -- 5.3.1. The planner -- 5.3.2. The allocator -- 6. CONCLUSIONS -- References -- An Assessment of Abnormal Returns in Socially Responsible Firms Using Fuzzy Jensen's Alpha Values Klender Aimer Cortez Alejandro, Martha del Pilar Rodríguez García, María Teresa Sorrosal-Forradellas -- 1. Introduction -- 2. Corporate social responsibility -- 3. Sustainability and financial performance -- 4. Abnormal returns -- 5. Fuzzy Regression model -- 6. Model estimation -- 7. Results -- 8. Conclusions -- Acknowledgments -- REFERENCES -- Return and Risk: The Spanish Public Debt Market Jose M. Brotons, Antonio Terceño, M.Gloria Barbera-Mariné -- 1. Introduction -- 2. Preliminary concepts and fuzzy introduction -- 3. Bond and portfolio's duration -- 4. The choice between active and passive bond management -- 5. Spanish public debt market -- 6. Conclusions -- 7. References -- Time Analysis of Responsibility in Finance David Ceballos -- 0. Introduction -- 1. Responsibility in Finance -- 2. Time in Finance -- 3. Greek gods of time.

4. Time analysis of responsibility in Finance -- 5. Conclusions -- 6. References -- Online Change-Point Detection in Financial Time Series: Challenges and Experimental Evidence with Frequentist and Bayesian Setups Vasile Georgescu -- 1. Challenges of Change-Point Detection in Financial Time Series -- 2. Change Point Detection in Financial Time Series: A Frequentist Sequential Approach Using Singular Spectrum Analysis -- 2.1. An Overview of Singular Spectrum Analysis -- 2.2. The SSA based change-point detection algorithm -- 2.3. Applying the SSA based change point detection algorithm to financial time series -- 3. Change Point Detection in Financial Time Series Using an Adaptive Bayesian Online Approach -- 3.1. The basic Bayesian Online Change Point Detection (BOCPD) algorithm -- 3.1.1. Specification of the model -- 3.1.2. Specification of distributions and hyper-parameters -- 3.2. The refined BOCPD model: learning the hyper-parameters -- 3.3. Applying the refined BOCPD model to financial time series -- 4. Conclusion -- References -- Application of a Fuzzy Model of Economic-Financial Diagnosis to SMEs Antonio Terceño, Hernán Vigier, Valeria Scherger -- 1. Introduction -- 2. The Diagnosis Model -- 3. The detection of causes using the Balanced Scorecard Model -- 4. Application of the model -- 1.1 Estimation of Matrix rij -- 4.2 Grouping the causes -- 4.3 Approximate solutions -- 4.4 Matrix aggregation -- 4.5 Verification -- 4.6 Forecast -- 5. Conclusions -- References -- Appendix -- PART 3: ECONOMICS AND POLITICS -- The Eurozone Crisis And The "Argentinean" Solution: Fuzzy Similarity And Default Risk Jorge Pazzi, Fernando Tohmé -- 1. Introduction -- 2. "Crisatvia" and Argentina -- 3. Counterfactual reasoning -- 4. Fuzzy similarity -- 5. Figures/Illustrations -- 6. Conclusions -- Acknowledgments -- References.

A Discrete Particle Swarm Optimization Algorithm for Designing Electoral Zones Eric A. Rincón-García, Miguel Á. Gutiérrez-Andrade, Sergio G. de-los-Cobos-Silva, Pedro Lara-Velázquez, Roman A. Mora-Gutiérrez, Antonin S. Ponsich -- 1. Introduction -- 2. Objective Function -- 3. Simulated Annealing -- 4. Particle Swarm Optimization -- 5. Discrete Particle Swarm Optimization -- 6. Computational Experiments -- 7. Results -- 8. Conclusions -- References -- Locating enterprises using a fuzzy logic-based strategy González Santoyo Federico, Flores Romero Beatriz, Flores Romero Juan José -- 1. Introduction -- 2. Enterprise location -- 3. Center of gravity method -- 4. The transport method -- 5. Case analysis -- Conclusions -- References -- A Mathematical Model of Price Stabilization in Context of Uncertainty Joan Bonet Amat, Joan Carles Ferrer Comalat, Elvira Cassu Serra, Salvador Linares Mustarós -- 1. Model Approach -- 2. Approach under parameter uncertainty -- 3. Determination of the fuzzy parameters in the rate of price growth -- 4. Determination of fuzzy curves of price and rate of price growth -- 5. Application of the model through a numerical example -- 6. Conclusions -- References -- An Stochastic Model of the Precautionary Principle María Teresa Casparri, Javier García Fronti -- 1. Introduction -- 2. The Model -- 3. The Governmental Decision -- 4. Decision in a Fuzzy Context -- 5. Conclusion -- References -- PART 4: MANAGEMENT -- An Analysis of the Quality Cost in a Business José M. Brotons Martínez, Manuel E. Sansalvador Selles -- 1. Introduction -- 2. Fuzzy concepts -- 3. Development of the proposed model -- 3.1. Introduction to the cases studied -- 3.2. Acquisition of the fuzzy number capable of synthesizing the information about the quality costs -- 3.3. Regression Analysis: Quality Cost Prediction -- 3.4. Validation -- 4. Conclusions.

5. References -- Environmental Performance Measurement in Agri-Food Companies Using Fuzzy Inference System Elena Escrig-Olmedo, María Jesús Muñoz-Torres, Juana María Rivera-Lirio, María Ángeles Fernández-Izquierdo -- 1. Introduction -- 2. Theoretical background -- 2.1. Agri-food industry and environment -- 2.2. Sustainability rating agencies -- 2.3. Fuzzy inference system -- 3. Methodology -- 3.1. Sample -- 3.2. Sustainability key indicators selection -- 3.3. Fuzzy inference system -- 4. Results -- 5. Conclusions -- Acknowledgments -- References -- Evaluation of the Quality of a Tourist Service Applied to the Case of Student Tourism Luisa L. Lazzari, Patricia Mouliá, Andrea Parma -- 1. Introduction -- 2. Fuzzy Linguistic Approach -- 3. Linguistic Model of Evaluation of the Quality of a Tourist Service -- 4. Application to the Case of Student Tourism -- 4.1. Results of the Evaluation -- 5. Final Comments -- References -- Fuzzy Analytic Hierarchy Process Approach for E-Commerce Websites Evaluation Huan Liu, Viktor V. Krasnoproshin, Shuang Zhang -- 1. Introduction -- 2. Analysis of E-commerce Websites Evaluation -- 2.1. E-commerce -- 2.2. E-commerce website -- 2.3. E-commerce website evaluation -- 2.3.1. The importance of evaluating E-commerce websites -- 2.3.2. Main methods evaluating e-commerce -- 2.3.3. Proposed methods evaluating e-commerce -- 3. Design of E-commerce Websites Evaluation Mode -- 3.1. Hierarchical structure of evaluation criteria -- 3.2. Determining weights of the evaluation criteria -- 3.2.1. General definitions and notifications -- 3.2.2. Fuzzy analytic hierarchy process -- 4. Case of FAHP to E-commerce Websites Evaluation -- 4.1. The weights calculation of the evaluation criteria -- 5. Conclusion -- References -- Analysis of Industrial Cluster Agent Relations Using Fuzzy Subrelations Antoni Vidal-Suñé, Albert Fonts-Ribas.

1. Introduction.
Özet:
This book contains a selection of the papers presented at the XVII SIGEF Congress. It presents fuzzy logic, neural networks and other intelligent techniques applied to economic and business problems. This book is very useful for researchers and graduate students aiming to introduce themselves to the field of quantitative techniques for overcoming uncertain environments. The contributors are experienced scholars of different countries who offer real world applications of these mathematical techniques.
Notlar:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
Yazar Ek Girişi:
Elektronik Erişim:
Click to View
Ayırtma: Copies: