| 期刊全称 | Adaptive Business Intelligence | | 影响因子2023 | Zbigniew Michalewicz,Martin Schmidt,Constantin Chi | | 视频video | | | 发行地址 | The book combines a variety of predictive data mining techniques with modern heuristic optimization techniques, explaining core concepts in a manner aimed at the non-expert reader (business manager, s | | 图书封面 |  | | 影响因子 | .In the modern information era, managers must recognize the competitive opportunities represented by decision-support tools. Adaptive business intelligence systems combine prediction and optimization techniques to assist decision makers in complex, rapidly changing environments. These systems address the fundamental questions: What is likely to happen in the future? And what is the best decision right now? Adaptive Business Intelligence includes elements of data mining, predictive modeling, forecasting, optimization, and adaptability...The authors have considerable academic research backgrounds in artificial intelligence and related fields, combined with years of practical consulting experience in businesses and industries worldwide. In this book they explain the science and application of numerous prediction and optimization techniques, as well as how these concepts can be used to develop adaptive systems. The techniques covered include linear regression, time-series forecasting, decision trees and tables, artificial neural networks, genetic programming, fuzzy systems, genetic algorithms, simulated annealing, tabu search, ant systems, and agent-based modeling...This book is suitab | | Pindex | Book 2006 |
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发表于 2025-3-21 17:06:17
