Matches in SemOpenAlex for { <https://semopenalex.org/work/W1997961523> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W1997961523 abstract "To support an Effects Based Approach to Operations (EBAO), Intelligence, Surveillance, and Reconnaissance (ISR) planners must optimize collection plans within an evolving battlespace. A need exists for a decision support tool that allows ISR planners to rapidly generate and rehearse high-performing ISR plans that balance multiple objectives and constraints to address dynamic collection requirements for assessment. To meet this need we have designed an evolutionary algorithm (EA)-based Integrated ISR Plan Analysis and Rehearsal System (I2PARS) to support Effects-based Assessment (EBA). I2PARS supports ISR mission planning and dynamic replanning to coordinate assets and optimize their routes, allocation and tasking. It uses an evolutionary algorithm to address the large parametric space of route-finding problems which is sometimes discontinuous in the ISR domain because of conflicting objectives such as minimizing asset utilization yet maximizing ISR coverage. EAs are uniquely suited for generating solutions in dynamic environments and also allow user feedback. They are therefore ideal for streaming optimization and dynamic replanning of ISR mission plans. I2PARS uses the Non-dominated Sorting Genetic Algorithm (NSGA-II) to automatically generate a diverse set of high performing collection plans given multiple objectives, constraints, and assets. Intended end users of I2PARS include ISR planners in the Combined Air Operations Centers and Joint Intelligence Centers. Here we show the feasibility of applying the NSGA-II algorithm and EAs in general to the ISR planning domain. Unique genetic representations and operators for optimization within the ISR domain are presented along with multi-objective optimization criteria for ISR planning. Promising results of the I2PARS architecture design, early software prototype, and limited domain testing of the new algorithm are discussed. We also present plans for future research and development, as well as technology transition goals." @default.
- W1997961523 created "2016-06-24" @default.
- W1997961523 creator A5025411640 @default.
- W1997961523 creator A5038534985 @default.
- W1997961523 creator A5049761268 @default.
- W1997961523 date "2008-04-03" @default.
- W1997961523 modified "2023-09-27" @default.
- W1997961523 title "An evolutionary algorithm technique for intelligence, surveillance, and reconnaissance plan optimization" @default.
- W1997961523 doi "https://doi.org/10.1117/12.784272" @default.
- W1997961523 hasPublicationYear "2008" @default.
- W1997961523 type Work @default.
- W1997961523 sameAs 1997961523 @default.
- W1997961523 citedByCount "1" @default.
- W1997961523 crossrefType "proceedings-article" @default.
- W1997961523 hasAuthorship W1997961523A5025411640 @default.
- W1997961523 hasAuthorship W1997961523A5038534985 @default.
- W1997961523 hasAuthorship W1997961523A5049761268 @default.
- W1997961523 hasConcept C105902424 @default.
- W1997961523 hasConcept C107327155 @default.
- W1997961523 hasConcept C111696304 @default.
- W1997961523 hasConcept C11413529 @default.
- W1997961523 hasConcept C119857082 @default.
- W1997961523 hasConcept C127413603 @default.
- W1997961523 hasConcept C134306372 @default.
- W1997961523 hasConcept C137836250 @default.
- W1997961523 hasConcept C154945302 @default.
- W1997961523 hasConcept C159149176 @default.
- W1997961523 hasConcept C166957645 @default.
- W1997961523 hasConcept C177264268 @default.
- W1997961523 hasConcept C199360897 @default.
- W1997961523 hasConcept C2776505523 @default.
- W1997961523 hasConcept C33923547 @default.
- W1997961523 hasConcept C36503486 @default.
- W1997961523 hasConcept C41008148 @default.
- W1997961523 hasConcept C42475967 @default.
- W1997961523 hasConcept C68781425 @default.
- W1997961523 hasConcept C8880873 @default.
- W1997961523 hasConcept C95457728 @default.
- W1997961523 hasConceptScore W1997961523C105902424 @default.
- W1997961523 hasConceptScore W1997961523C107327155 @default.
- W1997961523 hasConceptScore W1997961523C111696304 @default.
- W1997961523 hasConceptScore W1997961523C11413529 @default.
- W1997961523 hasConceptScore W1997961523C119857082 @default.
- W1997961523 hasConceptScore W1997961523C127413603 @default.
- W1997961523 hasConceptScore W1997961523C134306372 @default.
- W1997961523 hasConceptScore W1997961523C137836250 @default.
- W1997961523 hasConceptScore W1997961523C154945302 @default.
- W1997961523 hasConceptScore W1997961523C159149176 @default.
- W1997961523 hasConceptScore W1997961523C166957645 @default.
- W1997961523 hasConceptScore W1997961523C177264268 @default.
- W1997961523 hasConceptScore W1997961523C199360897 @default.
- W1997961523 hasConceptScore W1997961523C2776505523 @default.
- W1997961523 hasConceptScore W1997961523C33923547 @default.
- W1997961523 hasConceptScore W1997961523C36503486 @default.
- W1997961523 hasConceptScore W1997961523C41008148 @default.
- W1997961523 hasConceptScore W1997961523C42475967 @default.
- W1997961523 hasConceptScore W1997961523C68781425 @default.
- W1997961523 hasConceptScore W1997961523C8880873 @default.
- W1997961523 hasConceptScore W1997961523C95457728 @default.
- W1997961523 hasLocation W19979615231 @default.
- W1997961523 hasOpenAccess W1997961523 @default.
- W1997961523 hasPrimaryLocation W19979615231 @default.
- W1997961523 hasRelatedWork W1483677070 @default.
- W1997961523 hasRelatedWork W1552356217 @default.
- W1997961523 hasRelatedWork W2020634240 @default.
- W1997961523 hasRelatedWork W2022485595 @default.
- W1997961523 hasRelatedWork W2048487010 @default.
- W1997961523 hasRelatedWork W2088622475 @default.
- W1997961523 hasRelatedWork W2159308419 @default.
- W1997961523 hasRelatedWork W4312461518 @default.
- W1997961523 hasRelatedWork W4313549011 @default.
- W1997961523 hasRelatedWork W838779974 @default.
- W1997961523 isParatext "false" @default.
- W1997961523 isRetracted "false" @default.
- W1997961523 magId "1997961523" @default.
- W1997961523 workType "article" @default.