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    <div class="moz-cite-prefix">Ted,<br>
      <br>
      2. - as described - is not a bug - you have to say solve or dual
      or similar before -solution $.  Clp is just giving you the
      solution before solving it.  <br>
      <br>
      1. probably is a bug<br>
      <br>
      What version of SYMPHONY should I check out to debug this - and
      how do I reproduce bugs?<br>
      <br>
      John<br>
      <br>
      <br>
      On 18/08/14 17:27, Ted Ralphs wrote:<br>
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cite="mid:CA+GYycvMV2shB+rHtK=omBuXKpWbmH3N7VLLVX3TFN5JuS58VQ@mail.gmail.com"
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          <div>Hi all,<br>
            <br>
          </div>
          I've been puzzling over the fact that Clp sporadically gives
          incorrect solutions when used within SYMPHONY to solve LP
          relaxations of an MILP. It's difficult to create a minimal
          example of the issue because it happens when the problem has
          already been modified and warm solved a number of times. There
          are two different seemingly unrelated scenarios in which
          issues arise:<br>
          <br>
        </div>
        1. When doing strong branching with a dual iteration limit, Clp
        sometimes returns an incorrect objective value. I have debugged
        this issue and I can see that when the solver first stops in
        hitMaximumIterations(), the value seems correct, but it is then
        later re-calculated before the solver exist in
        computeObjectiveValue() and this computed value is incorrect (if
        I dump the LP to a file and solve with stand-alone Clp, the
        corrected value exceeds the reported optimum by a substantial
        amount, while the uncorrected is a correct lower bound) . It
        seems to compute this value from a primal solution, though I
        would think that this would be done from a dual solution in this
        case. This problem can be fixed, by the way, by solving from a
        hot start rather than a warm start, which perhaps gives a clue
        as to what the issue is. I have not been able to create an
        isolated example yet, though it happens almost immediately when
        branching in the root node of fast0507 from MIPLIB 3 and can be
        easily reproduced there within SYMPHONY with a short
        computational run.<br>
        <div>
          <div>
            <div>
              <div><br>
              </div>
              <div>2. The second problem is that Clp sometimes gets a
                (very) wrong solution when solving an LP to full
                optimality. I have managed to isolate one LP relaxation
                where this can be replicated on the command line with
                stable version 1.15, revision 2046. If you solve the
                attached MPS file with<br>
                <br>
              </div>
              <div>clp danoint1.MPS<br>
              </div>
              <div><br>
                the result is<br>
                <br>
                Optimal - objective value 63.062691<br>
                After Postsolve, objective 63.062691, infeasibilities -
                dual 0 (0), primal 0 (0)<br>
                Optimal objective 63.06269136 - 703 iterations time
                0.252, Presolve 0.01<br>
                <br>
              </div>
              <div>However, solving it with<br>
                <br>
              </div>
              <div>clp danoint1.MPS -solution $<br>
                 <br>
              </div>
              <div>gives the wrong objective value and the incorrect
                solution that I am seeing in SYMPHONY:<br>
                <br>
                Model was imported from ./danoint1.MPS in 0.016001
                seconds<br>
                <br>
                status unknown<br>
                Objective value               0<br>
                     31 C0000031               1                      0<br>
                     39 C0000039               1                      0<br>
                    505 C0000505              80                      0<br>
                    506 C0000506              90                      0<br>
                    507 C0000507              68                      0<br>
                    508 C0000508              69                      0<br>
                    509 C0000509              83                      0<br>
                    510 C0000510              75                      0<br>
                    511 C0000511              71                      0<br>
                    512 C0000512              66                      0<br>
                    513 C0000513              74                      0<br>
                    514 C0000514              81                      0<br>
                    515 C0000515              63                      0<br>
                    516 C0000516              63                      0<br>
                    517 C0000517              75                      0<br>
                    518 C0000518              70                      0<br>
                    519 C0000519              65                      0<br>
                    520 C0000520              61                      0<br>
                <br>
              </div>
              <div>Note that Clp says "status unknown" in this case.<br>
                <br>
              </div>
              <div>John, any idea on either of these two problems?<br>
                <br>
              </div>
              <div>Cheers,<br>
                <br>
                Ted<br>
              </div>
              <div>-- <br>
                Dr. Ted Ralphs<br>
                Associate Professor, Lehigh University<br>
                (610) 628-1280<br>
                ted 'at' lehigh 'dot' edu<br>
                <a moz-do-not-send="true"
                  href="http://coral.ie.lehigh.edu/%7Eted"
                  target="_blank">coral.ie.lehigh.edu/~ted</a><br>
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