Tabu search—Uncharted domains

作者: Fred Glover

DOI: 10.1007/S10479-006-0113-9

关键词:

摘要: The setting could have come from a Hollywood science fiction movie. A dozen figures, handful in uniforms of the U.S. Strategic Air Command (SAC) and slightly larger contingent variously business suits shirtsleeves, were gathered around large mainframe computer whose blinking lights signaled run progress. — on an early70s behemoth that represented state-of-the-art period—was seeking response to scenario first wave nuclear strike U.S.. Each us present had security clearance at level Secret or higher. Mine, lowly clearance, via engagement with Defense Communications Agency other-worldly SAC installation buried beneath Cheyenne Mountain. My involvement project was result labyrinthine trail wended its way through my earlier associations research groups Carnegie Mellon University California, Berkeley reach me post Colorado. currently progress engaged testing new type search procedure applied objective discovering appropriate counter hypothetical strike. conditions surrounding this objective, which hinged satisfactorily meeting collection prioritized sub-goals, embodied complex combinatorial optimization model. For routine be successful, effective retaliatory identified less than 5 minutes. Experience suggested such undertaking might not easy. Previous efforts, utilizing diverse array approaches implemented by “shirtsleeves crowd” OR group California Think Tank organization for been unable generate under 47 minutes, resulting solution deemed marginal. concerted initiative remedy outcome had, reasonably unreasonably, wound up doorstep confronted challenge designing approach do better. did conceal their doubts about likelihood pulling off, openly

参考文章(11)
Teodor Gabriel Crainic, Michel Toulouse, Parallel Strategies for Meta-Heuristics Handbook of Metaheuristics. pp. 475- 513 ,(2003) , 10.1007/0-306-48056-5_17
Fred Glover, John Mulvey, Dawei Bai, Michael T. Tapia, Integrative Population Analysis for Better Solutions to Large-Scale Mathematical Programs Springer, Boston, MA. pp. 212- 239 ,(1998) , 10.1007/978-1-4757-2876-7_10
Fred Glover, Tabu search — wellsprings and challenges European Journal of Operational Research. ,vol. 106, pp. 221- 225 ,(1998) , 10.1016/S0377-2217(97)00259-2
Christian Blum, Andrea Roli, Metaheuristics in combinatorial optimization: Overview and conceptual comparison ACM Computing Surveys. ,vol. 35, pp. 268- 308 ,(2003) , 10.1145/937503.937505
J. Xu, S.Y. Chiu, F. Glover, Fine-tuning a Tabu Search Algorithm with Statistical Tests International Transactions in Operational Research. ,vol. 5, pp. 233- 244 ,(1998) , 10.1111/J.1475-3995.1998.TB00117.X
Fred Glover, Future paths for integer programming and links to artificial intelligence Computers & Operations Research. ,vol. 13, pp. 533- 549 ,(1986) , 10.1016/0305-0548(86)90048-1
Pierre Hansen, Nenad Mladenovic, Jack Brimberg, J Pérez, Handbook of metaheuristics Kluwer Academic Publishers. ,(2003)
Fred Glover, Rafael Martí, Manuel Laguna, Fundamentals of Scatter Search and Path Relinking Control and Cybernetics. ,vol. 29, pp. 653- 684 ,(2000)
Fred Glover, HEURISTICS FOR INTEGER PROGRAMMING USING SURROGATE CONSTRAINTS Decision Sciences. ,vol. 8, pp. 156- 166 ,(1977) , 10.1111/J.1540-5915.1977.TB01074.X
Michel Gendreau, An Introduction to Tabu Search Handbook of Metaheuristics. pp. 37- 54 ,(2003) , 10.1007/0-306-48056-5_2