TECHNOLOGIES USED IN MODELING

Last December, the Society of Actuaries held a conference whose focus was actuarial and financial modeling. During the course of that conference, one of the speakers mentioned a number of technologies his firm was using for modeling, which where either unfamiliar or only vaguely familiar to some of the audience. The purpose of this article is to define each of the technologies mentioned during that presentation and to briefly describe their distinguishing characteristics.

[1]  W. Cooper,et al.  A Neural Network Method for Obtaining an Early Warning of Insurer Insolvency , 1994 .

[2]  Timothy Masters,et al.  Practical neural network recipes in C , 1993 .

[3]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[4]  Virginia R. Young,et al.  Insurance Rate Changing: A Fuzzy Logic Approach , 1996 .

[5]  Richard H. Day,et al.  Complex Dynamics, Market Mediation and Stock Price Behavior , 1997 .

[6]  E. Lawler,et al.  Erratum: The Traveling Salesman Problem: A Guided Tour of Combinatorial Optimization , 1986 .

[7]  Constantin von Altrock,et al.  Fuzzy Logic and NeuroFuzzy Applications in Business and Finance , 1996 .

[8]  Krzysztof Ostaszewski,et al.  Fuzzy Techniques of Pattern Recognition in Risk and Claim Classification , 1995 .

[9]  Guido Deboeck,et al.  Trading on the Edge: Neural, Genetic, and Fuzzy Systems for Chaotic Financial Markets , 1994 .

[10]  Herbert A. Simon,et al.  Applications of machine learning and rule induction , 1995, CACM.

[11]  R. Quandt,et al.  CHAOS MODELS AND THEIR IMPLICATIONS FOR FORECASTING , 2016 .

[12]  N. Sheldon Introduction to Probability and Mathematical Statistics , 1991 .

[13]  James Gleick,et al.  Chaos, Making a New Science , 1987 .

[14]  D. Massaro,et al.  Models of integration given multiple sources of information. , 1990, Psychological review.

[15]  George H. John,et al.  Stock Selection Using Rule Induction , 1996, IEEE Expert.

[16]  Bradley P. Allen,et al.  Case-based reasoning: business applications , 1994, CACM.

[17]  Edgar E. Peters Chaos and order in the capital markets , 1991 .