Artificial intelligence design challenge - Background, analysis, andrelative performance of algorithms
| Autor: | Owen L. Deutsch |
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| Rok vydání: | 1988 |
| Předmět: |
Source code
Branch and bound Linear programming business.industry Computer science Applied Mathematics media_common.quotation_subject Aerospace Engineering computer.file_format Machine learning computer.software_genre Scheduling (computing) Space and Planetary Science Control and Systems Engineering Robustness (computer science) Data file Artificial intelligence Executable Electrical and Electronic Engineering business computer Algorithm Implementation media_common |
| Zdroj: | Journal of Guidance, Control, and Dynamics. 11:386-393 |
| ISSN: | 1533-3884 0731-5090 |
| DOI: | 10.2514/3.20326 |
| Popis: | The Artificial Intelligence Design Challenge was an attempt to stimulate interest in a common problem involving the application of artificial intelligence technology to problems likely to be encountered in planning, scheduling, and battle management. These problems are characterized by high combinatorial complexity, uncertainty, constraints, and, in some cases, requirements for real-time performance on finite-speed processors. Participants in the design challenge submitted competing, alternative approaches, implemented in computer code executable on desktop microcomputers, for assessment and relative evaluation over a range of problems. The range of problems was generated by variation of an input data file at the time of contest judging. The participants were given a priori knowledge of only the range of data variations, and not the specific details. In this manner, robustness to problem variations was evaluated, as was normalized performance of competing algorithms and implementations. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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