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Extensions of dynamic programming for combinatorial optimization and data mining

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Author(s): AbouEisha H. et al.
Series: Intelligent systems reference library 146
Publisher: SPRINGER INTERNATIONAL PU
Year: 2019

Language: English
Pages: 280
Tags: Dynamic programming.;Combinatorial optimization.;Data mining.

Content: Introduction.- Tools for Study of Pareto Optimal Points.- Some Tools for Decision Tables.- Different Kinds of Decision Trees.- Multi-stage Optimization of Decision Trees with Some Applications.- More Applications of Multi-stage Optimizationof Decision Trees.- Bi-Criteria Optimization Problem for Decision Trees: Cost vs Cost.- Bi-Criteria Optimization Problem for Decision Trees: Cost vs Uncertainty.- Different Kinds of Rules and Systems of Rules