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| Author: | Kumar, N. Krovi, R. Rajagopalan, B. |
| Title: | Financial decision support with hybrid genetic and neural based modeling tools |
| Journal: | European Journal of Operational Research
1997 : DEC, VOL. 103:2, p. 339-349 |
| Index terms: | DECISION SUPPORT SYSTEMS ARTIFICIAL INTELLIGENCE NEURAL NETWORKS ALGORITHMS MODELS |
| Language: | eng |
| Abstract: | This article presents a comparative investigation of hybrid genetic classifiers and statistical models in the financial domain. The proposed hybrid genetic classifier will perform better than the statistical counterpart. A brief overview of the hybrid genetic classifier is provided, and the design issues when applied to developing classification models for financial decision support are discussed. The models are tested on a liquidation-merger problem. Results are consistent with the hypothesized premise, the proposed genetic classifiers outperform the statistical model. |
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