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Editorial Team
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Editorial Team
Asked: June 14, 20262026-06-14T21:34:02+00:00 2026-06-14T21:34:02+00:00

I have a question in dynamic programming, If I have a set of sensors

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I have a question in dynamic programming, If I have a set of sensors covering targets ( a target might be covered by mutiple sensors) how can I find the minimum cost subset of sensors knowing that each sensors has its own cost?
I thought a lot about this, but I cant reach the recursive forumla to write my program? greedy algorithm gives me wrong minimum cost subset sometimes, and my problem is that sensors overlap in covering targets, any help?

For Example:
I have set of sensors with cost/weight = {s1:1,s2:2.5,s3:2} and I have three targets = {t1,t2,t3}. sensors coverage as following:={s1:t1 t2,s2:t1 t2 t3,s3:t2 t3} I need to get minimum cost subset by dynamic programming, for the above example if I use greedy algorithm I would get s1,s3 but the right answer is s2 only

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  1. Editorial Team
    Editorial Team
    2026-06-14T21:34:03+00:00Added an answer on June 14, 2026 at 9:34 pm

    check section 3 it labels the
    Dynamic programming algorithm for the MWCDC

    https://docs.google.com/viewer?a=v&q=cache:5vPrmVg7jDMJ:www.cs.iit.edu/~wan/Journal/tcs10.pdf+&hl=en&gl=us&pid=bl&srcid=ADGEESglfvp6XtFIkqDZZ-E-Tun4AWPTZV_V7z32pTvJ05K6tdkCoefpsAxPxdK44jYDvPNLDEwYI8uK-PMlLGthsaV8-ow63utalgWPnyLrUUBKhoTTVuYwUiKSHlCXU-HXKHVeHvh4&sig=AHIEtbQGka8F39MaT8yAy4G9Kvv8TPsvJA

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