WO2002101594A3 - Method and apparatus for determining and assessing information to be collected based on information-theoretic measures - Google Patents

Method and apparatus for determining and assessing information to be collected based on information-theoretic measures Download PDF

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Publication number
WO2002101594A3
WO2002101594A3 PCT/US2002/018387 US0218387W WO02101594A3 WO 2002101594 A3 WO2002101594 A3 WO 2002101594A3 US 0218387 W US0218387 W US 0218387W WO 02101594 A3 WO02101594 A3 WO 02101594A3
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WO
WIPO (PCT)
Prior art keywords
information
minimax
test
cost
determining
Prior art date
Application number
PCT/US2002/018387
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French (fr)
Other versions
WO2002101594A2 (en
Inventor
Shubha Kadambe
Original Assignee
Hrl Lab Llc
Shubha Kadambe
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
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Publication date
Application filed by Hrl Lab Llc, Shubha Kadambe filed Critical Hrl Lab Llc
Priority to AU2002316210A priority Critical patent/AU2002316210A1/en
Publication of WO2002101594A2 publication Critical patent/WO2002101594A2/en
Publication of WO2002101594A3 publication Critical patent/WO2002101594A3/en

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q40/00—Finance; Insurance; Tax strategies; Processing of corporate or income taxes
    • G06Q40/06—Asset management; Financial planning or analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q99/00—Subject matter not provided for in other groups of this subclass

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  • Engineering & Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • General Business, Economics & Management (AREA)
  • Accounting & Taxation (AREA)
  • Finance (AREA)
  • Development Economics (AREA)
  • Data Mining & Analysis (AREA)
  • Economics (AREA)
  • Technology Law (AREA)
  • Strategic Management (AREA)
  • Marketing (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Evolutionary Computation (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • Human Resources & Organizations (AREA)
  • Operations Research (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Debugging And Monitoring (AREA)
  • Stored Programmes (AREA)

Abstract

A method, apparatus and computer program product for determining and assessing information collection from sources for a desired level of decision accuracy are presented (Figure 3). Operations include: receiving a partial set of information (300); performing a minimax entropy-based test check minimax test validity (302). With an invalid result, the information source is excluded from further consideration and minimax test is repeated; with a valid result, a cost/benefit analysis (306) determines whether to gather the information. If cost/benefit analysis succeeds, the information is gathered. Otherwise, the information source is excluded and minimax test is performed again. A consistency check (308) ensures validity of the information prior to restarting the process. Thus, the set of information is iteratively augmented until there is no information to add or until adding information would be cost-prohibitive.
PCT/US2002/018387 2001-06-11 2002-06-11 Method and apparatus for determining and assessing information to be collected based on information-theoretic measures WO2002101594A2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
AU2002316210A AU2002316210A1 (en) 2001-06-11 2002-06-11 Method and apparatus for determining and assessing information to be collected based on information-theoretic measures

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US29768301P 2001-06-11 2001-06-11
US60/297,683 2001-06-11

Publications (2)

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WO2002101594A2 WO2002101594A2 (en) 2002-12-19
WO2002101594A3 true WO2002101594A3 (en) 2004-05-06

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US (1) US7478071B2 (en)
AU (1) AU2002316210A1 (en)
WO (1) WO2002101594A2 (en)

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Also Published As

Publication number Publication date
AU2002316210A1 (en) 2002-12-23
WO2002101594A2 (en) 2002-12-19
US7478071B2 (en) 2009-01-13
US20030023534A1 (en) 2003-01-30

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