Soft Computing for Risk Evaluation and Management,9783790814064

Soft Computing for Risk Evaluation and Management

by ; ;
ISBN13: 9783790814064
ISBN10: 3790814067
Format: Hardcover
Pub. Date: 2001-12-01
Publisher(s): Physica Verlag
List Price: $209.99

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Summary

Risk is a crucial element in virtually all problems people in diverse areas face in their activities. It is impossible to find adequate models and solutions without taking it into account. Due to uncertainty and complexity in those problems, traditional "hard" tools and techniques may be insufficient for their formulation and solution. This is the first book in the literature that shows how soft computing methods (fuzzy logic, neural networks, genetic algorithms, etc.) can be employed to deal with various problems related to risk analysis, evaluation and management in various fields of technology, environment and finance.

Table of Contents

Preface The Editors v
1. BASIC ISSUES
Decision Making under Uncertainty with Ordinal Linguistic Data
3(14)
T. Whalen
Modeling Risk in Sequential Decision Making with Interval Probabilities
17(14)
K.J. Engemann
H.E. Miller
R.R. Yager
Fuzzy Risk Analysis Vs. Probability Risk Analysis
31(24)
Huang Chongfu
Soft Methods in Hypotheses Testing
55(18)
P. Grzegorzewski
O. Hryniewicz
Extensions and Applications of Evidence Theory
73(24)
D. Cai
2. ANALYSIS OF EVIDENCE AND DATA
Data Mining Based on Evidence Theory
97(24)
D. Cai
Interesting Rough Lattice-based Implication Rules Discovery
121(12)
Y. Zhao
J. Shi
D. Ruan
P. Shi
Concept Lattice-based Approach for Incrementally Association Mining
133(7)
Y. Zhao
D. Ruan
P. Shi
Neuro-Fuzzy Modelling of Time Series
140(15)
J. Zhang
A. Knoll
A Fast Logically-Complete Preferential Reasoner for the Assessment of Critical Situations
155(15)
E. Gregoire
Artificial Intelligence Classifiers and Their Social Impact
170(27)
J. C. Aguado Chao
3. RISK IN DECISION SUPPORT AND CONTROL SYSTEMS
Analysis Support System of Human Reliability with Linguistic Expressions
197(32)
T. Onisawa
A. Ohmori
A Cognitive and Formal Terminology for Descriptive Parameters in Concurrent Real-Time Distributed Software Systems
229(20)
A. Jalashgar
Safety Licensable and High Speed Programmable Digital Controllers Providing any Required Control Behaviour
249(26)
P. Vogrin
W. A. Halang
4. RISK IN ENERGY AND ENVIRONMENTAL SYSTEMS
Fuzzy Price Forecasting and Energy Contracting in Competitive Electricity Markets
275(46)
W. Mielczarski
G. Michalik-Mielczarska
System Modelling in Monitoring and Supervising System of Distributed Energy and Heat Supply Complex
321(16)
J. Bila
T. Brandejsky
Evidential Reasoning in Nuclear Waste Management
337(18)
A. Tocatlidou
A Fuzzy Model of Heavy Metal Loadings in Marine Environment
355(20)
L.I. Kuncheva
J. Wrench
L.C. Jain
A. Al.-Zaidan
5. RISK IN FINANCE
Capital Budgeting Techniques Using Discounted Fuzzy Cash Flows
375(22)
C. Kahraman
Survival Risk and Project Evaluation
397(13)
F. Beccacece
P. Gallo
L. Peccati
Coherent Risk Measures and Linear Programming
410(22)
S. Benati
Fuzzy Risk Management for Project Financing
432(15)
P. Mazzoleni
Fuzzy Logic Based Risk Management in Financial Intermediation
447(25)
K. Korolev
K.D. Leifert
H. Rommelfanger
Bank Creditworthiness Using Fuzzy Systems: A Comparison with a Classical Analysis Approach
472(15)
G. Facchinetti
S. Bordoni
G. Mastroleo
Risk of Options - Impact of Volatility Parameter
487(14)
K. Jajuga
K. Kuziak
Managing Portfolio of Options
501
D. Gatarek

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