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Forward Pruning for Approximation and Flexible Computation, Part I: Single-Agent Combinatorial Optimization

  • Weixiong Zhang

Abstract

One of the straightforward methods for speeding up the process of searching for a solution in the large state space of a complex problem is to prune some search alternatives before exploring them. Search methods that use such a pruning mechanism can be categorized as forward pruning methods. Forward pruning can be found in both single-agent and multiagent problemsolving domains. This chapter focuses on single-agent forward pruning, and the next chapter considers forward pruning for multiple-agent game search.

Keywords

Goal Node Travel Salesman Problem Travel Salesman Problem Random Tree Extinction Probability 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer Science+Business Media New York 1999

Authors and Affiliations

  • Weixiong Zhang
    • 1
  1. 1.Information Sciences Institute and Department of Computer ScienceUniversity of Southern CaliforniaMarina del ReyUSA

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