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A Trip to the Supermarket, v2017 (Subtask A)
Sometimes Ketfah will need to go buy some grocery from the supermarket near his house. However since the
supermarket is big and sometimes the things that need to be bought are quite numerous, he will have to wheel
himself around a lot. This can cause bleeding if he overexerts himself, and thus he needs to plan how to buy all the
items required while having to wheel himself over the least distance.
The Actual Problem Description
Today, Ketfah has to visit a supermarket at West Coast area to buy groceries (name omitted to avoid indirect
advertising). ket fah has visited this place numerous times and therefore he knows the location of various N items in
that supermarket. He has estimated the direct wheeling time from one point to every other points in that supermarket
(in seconds) and store that information in a 2D table T of size (N+1) * (N+1). Given a list of K items to be bought
today, he wants to know what is the minimum amount of time to complete the shopping duty of that day. We have to
make some simplifying assumptions in order for this problem to be solvable… :
Ketfah always starts at vertex 0, the entrance (+ cashier section) of that supermarket.
There are V = N+1 vertices due to the presence of this special vertex 0.
The other N vertices corresponds to the N items.
The vertices are numbered from [0..N].
The direct wheeling time graph that is stored in a 2D table T is a complete graph.
T is a symmetric square adjacency matrix with T[i][i] = 0 for all i in [0..N].
The values inside T is guaranteed to be between [1..1000].
Ketfah has to grab all K items (numbered from [1..K]) that he has to buy that day, or he will have to come
again another day which takes even more effort. Here 1 ≤ K ≤ N.
Ketfah is very efficient, once he arrives at the point that stores item i, he can grab item i into his shopping bag
in 0 seconds (e.g. for item ‘banana’, he does not have to compare the price of ‘banana A’ versus ‘banana B’
and he does not have to select which banana looks nicer, etc…). So, Ketfah’s shopping time is only
determined by the total time taken to wheel himself inside that supermarket to grab all the K items.
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In this problem, Ketfah ends his shopping when he arrives at the cashier (also at vertex 0) after grabbing all
the required K items.
Ketfah can grab the K items in any order, but the total wheeling time (i.e. time to wheel himself from vertex 0
→ to various points in the supermarket in order to grab all the K items → back to vertex 0) must be
minimized. Ketfah can choose to bypass a certain point that is not in his shopping list or even revisit a point
that contains item that he already grab (he does not need to re­grab it again) if this leads to faster overall
shopping time.
See below for an example supermarket:
A sample supermarket layout, N = 3, V = 3+1 = 4
Example Queries:
1. If today, Ketfah has to buy all item 1, item 2, and item 3, then one of the best possible shopping route is like
this: 0 → 1 → 2 → 3 → 0 with a total wheeling time of: 20+30+12+35 = 97 seconds.
2. If tomorrow, Ketfah has to buy only item 1 and item 2, then one of the best possible shopping route is still: 0 →
1 → 2 (→ 3) → 0 with a total wheeling time of: 20+30+(12+35) = 97 seconds. Notice that although Ketfah
does not have to buy item 3, taking sub path 2 → 3 → 0 (where Ketfah will just bypass item 3) is faster than
taking sub path 2 → 0.
3. If two days later, Ketfah has to buy only item 2, then one of the best possible shopping route is like this: 0 (→
3) → 2 (→ 3) → 0 with a total wheeling time of: (35+12)+(12+35) = 94 seconds. That is, Ketfah bypass
through item 3 twice.
4. If three days later, Ketfah has to buy only item 2 and item 3, then one of the best possible shopping route is
like this: 0 → 3 → 2 (→ 3) → 0 with a total wheeling time of: 35+12+(12+35) = 94 seconds. See that Ketfah
can revisit point 3 although he does not have to grab item 3 twice.
Hopefully these four examples should be clear enough to describe this problem.
The skeleton program Supermarket.java (click to view) that can handle all input/output details is already written for
you.
You just need to implement one (or more
1 CS2010
) method(s)/function(s):
int Query()
You are given a 2D matrix T of size (N+1) * (N+1) and an array shoppingList of size K. Query these two data
structures and answer the query as defined above.
Subtask A Constraints (70 points)
Time Limit: 1s.
The supermarket is a very small convenience store and everything there have to be grabbed/bought. 1 ≤ K = N ≤ 10.
Special for this Subtask A: T[i][j] ≤ T[i][k]+T[k][j] for all combinations of i, j, and k.
Note that the example above is for Subtask B :).
There are a few (not more than 30) test cases in the test data for Subtask A­B.
Sample Input
2
3 3
1 2 3
0 20 47 35
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Reserved.
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School of Computing, National University of Singapore
20 0 30 34
47 30 0 12
35 34 12 0
1 1
1
0 10
10 0
Sample Output
97
20
Generating Test Data
The given sample input/output are for illustration purpose and are not enough to verify the correctness of your
solution.
You are encouraged to generate and post additional test data in CS2010 Facebook group.
Please use SupermarketVerifier.java (click to view) to verify whether your custom­made test data conform with the
required specifications.
Problem Author
Dr Steven Halim/Dr Chong Ket Fah
For CS2010/R.
Footnotes
1
If needed, you can write additional helper methods/functions to simplify your code.
Submission (Course)
Select course: CS2010 (2016/2017 Sem 2) ­ Data Structures and Algorithms II
Your Files:
SUBMIT (only .java, .c, .cpp and .h extensions allowed)
To submit multiple files, click on the Browse button, then select one or more files. The selected file(s) will be
added to the upload queue. You can repeat this step to add more files. Check that you have all the files
needed for your submission. Then click on the Submit button to upload your submission.
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Task Content
A Trip to the Supermarket, v2017 (Subtask B)
The Actual Problem Description
Please refer to Subtask A for the full problem description.
Subtask B Constraints (additional 30 points)
Time Limit: 1s.
The supermarket is a minimart that sells ~hundreds of grocery items. However, Ketfah only needs to buy some items.
1 ≤ N ≤ 200, 1 ≤ K ≤ 10, K ≤ N.
For Subtask B, it is no longer guaranteed that: T[i][j] ≤ T[i][k] + T[k][j] for all combination of i, j, and k.
Sample Input
5
3 3
1 2 3
0 20 51 35
20 0 30 34
51 30 0 12
35 34 12 0
3 2
1 2
0 20 51 35
20 0 30 34
51 30 0 12
35 34 12 0
3 1
2
0 20 51 35
20 0 30 34
51 30 0 12
35 34 12 0
3 2
2 3
0 20 51 35
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20 0 30 34
51 30 0 12
35 34 12 0
200 5
11 22 33 44 55
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3/31/2017 CodeCrunch
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858 939 895 654 269 660 86 639 834 489 372 238 581 580 868 372 505 68 793 198 895 781 337 257 782 970 165661 287 972 816 231 340 835 643 910 186 407 464 22 556 305 195 458 322 921 656 811 385 722 203 510 558 612540 351 144 502 103 703 735 935 305 109 11 124 777 625 165 963 603 815 790 958 787 709 292 512 992 196 64417 465 820 890 829 27 125 600 781 660 987 389 158 909 897 244 834 186 521 567 986 509 37 934 650 927 832967 533 339 631 788 265 809 753 627 576 474 636 28 577 733 273 365 698 352 31 849 591 708 377 590 263 321668 69 266 979 279 713 300 365 242 507 850 646 960 149 880 765 59 640 26 866 708 296 68 241 284 937 26 351179 917 193 200 64 309 843 860 794 433 966 510 429 927 755 764 991 51 669 568 751 663 156 705 886 838 441225 209 900 221 393 339 97 415 659 48 747 709 299 387 689 709 127 55 866 871 458 694 404 235 776 439 332 1164 504 468 351 566 999 964 542 526 943 299 495 474 127 86 897 780 552 283 959 215 11 699 361 249 446 4 59845 744 548 410 37 864 315 110 536 591 503 892 145 82 362 671 848 534 295 237 211 75 534 451 948 221 461 1208 728 484 556 352 909 828 89 933 799 730 336 802 196 22 5 590 601 564 407 925 473 261 938 889 577 842 24571 590 508 959 730 790 833 963 123 437 653 971 797 344 795 617 180 659 515 876 376 156 590 914 298 776 28218 56 595 753 228 957 398 678 621 191 487 379 342 832 358 411 917 90 756 800 545 600 709 558 518 86 921 534 319 456 541 394 864 145 366 719 732 743 328 614 454 414 555 515 324 36 932 386 92 925 160 860 617 242 3702 708 990 786 987 766 380 774 293 263 193 746 232 650 78 648 814 706 356 677 136 559 442 589 208 279 489619 691 548 997 921 471 414 135 901 4 921 241 558 98 172 692 703 754 242 411 150 285 642 806 585 479 719 7205 984 428 778 931 809 548 779 917 272 149 431 94 410 615 258 255 860 390 155 675 535 292 437 182 343 116789 893 787 691 755 91 436 817 40 566 467 965 343 538 718 534 888 419 540 998 813 95 477 607 780 4 573 97045 644 810 341 535 477 800 765 297 219 167 117 709 866 71 420 714 610 442 507 533 221 378 61 715 579 952 6424 112 730 725 615 153 202 206 612 648 540 297 613 314 615 950 846 345 96 536 983 753 798 547 509 265 27456 78 205 759 273 373 646 67 621 65 286 552 303 845 549 824 584 185 441 71 578 937 594 648 79 539 488 36172 359 780 276 471 663 167 805 894 860 335 57 287 514 374 214 882 334 381 217 683 662 510 194 614 687 615819 279 254 52 404 5 22 273 594 245 826 6 842 977 113 721 614 355 244 136 827 768 217 593 470 780 396 77 8776 910 867 292 211 10 61 458 775 192 155 655 937 64 348 260 926 669 897 758 310 411 40 513 529 555 301 66623 81 668 350 120 145 924 295 671 690 671 325 882 872 737 226 946 901 897 901 902 352 823 65 565 994 6884 236 535 42 860 754 280 865 186 141 51 945 908 262 485 953 163 22 896 199 829 491 584 182 989 172 628 499179 481 504 121 182 819 831 597 90 527 887 726 552 749 6 678 829 534 5 761 54 390 645 468 971 123 354 596987 637 437 906 659 907 440 156 670 807 13 160 935 291 609 422 2 625 255 882 949 230 357 33 421 193 7 997178 634 551 904 176 521 95 701 502 426 732 861 440 562 655 963 201 68 721 56 608 51 256 3 903 557 682 905440 842 951 703 21 30 398 457 911 865 690 945 97 813 223 696 810 313 10 562 711 439 614 331 497 124 182 84822 100 759 58 63 481 461 518 67 530 985 809 981 322 216 779 168 303 788 309 984 648 4 588 961 810 404 166713 477 119 862 619 921 310 296 218 6 313 595 815 368 586 870 533 683 246 759 254 830 908 512 275 946 115380 402 481 804 916 483 893 452 265 784 996 563 84 32 526 254 553 96 207 585 822 441 538 307 865 445 597 1539 579 636 306 884 247 55 3 988 161 768 128 75 500 979 671 353 908 213 342 847 220 826 406 94 582 197 969236 454 94 155 692 217 367 270 479 552 683 169 478 814 791 28 178 335 833 198 966 197 276 772 206 688 371204 483 701 612 115 299 251 296 658 424 776 593 594 784 802 834 688 661 154 98 321 66 132 728 160 281 69268 955 961 85 375 693 170 467 934 971 732 954 807 530 541 850 229 976 549 320 558 329 567 578 613 814 124208 732 319 100 599 248 806 834 558 114 810 974 888 907 792 368 987 941 958 249 219 176 614 939 500 608 83958 63 171 957 171 316 160 936 156 655 984 244 862 531 747 36 386 859 704 542 695 325 247 616 492 386 521681 628 73 320 586 524 83 839 116 16 286 903 114 792 210 481 143 505 318 242 750 943 676 153 698 447 428 5897 585 95 844 709 731 66 21 214 889 85 867 94 939 695 740 796 749 807 663 522 113 886 26 681 385 862 724866 200 311 947 530 908 630 940 567 436 833 675 276 240 716 847 434 660 574 147 792 581 426 516 68 911 82961 640 141 541 718 812 231 803 901 334 377 896 595 514 416 309 866 491 251 20 611 670 674 116 433 153 712149 907 285 829 880 386 821 138 452 643 447 219 550 912 521 368 865 275 33 73 725 624 647 712 193 258 197706 610 838 862 749 115 197 217 449 614 197 585 376 974 845 450 149 638 416 340 936 661 703 263 218 330 14503 25 780 164 279 283 701 856 539 730 953 641 895 387 514 555 566 929 607 186 207 760 94 191 588 217 834573 680 176 439 402 230 586 351 212 71 209 232 374 495 537 819 898 452 115 142 547 143 94 314 925 247 241367 377 236 842 180 853 233 251 478 82 693 382 603 213 21 678 571 375 354 574 936 616 838 860 728 624 241921 407 348 895 767 386 257 788 148 461 553 82 718 548 706 300 773 499 38 575 772 924 791 532 453 25 955 8235 346 607 556 316 170 59 602 456 44 964 700 166 102 710 708 215 746 283 866 682 868 53 150 834 494 254 2447 762 207 111 77 35 827 558 766 833 923 141 507 485 639 152 681 245 979 617 251 441 113 799 184 451 408262 225 933 853 921 190 711 45 528 12 371 634 668 956 760 994 123 725 361 743 313 271 598 335 924 26 369 7724 976 327 960 27 932 885 405 518 905 907 109 505 337 933 999 410 853 223 786 496 798 10 517 216 597 9 51517 676 514 208 960 358 24 903 733 869 422 722 578 686 54 963 845 421 375 506 740 989 16 151 890 881 834 272 905 567 727 866 339 887 525 55 411 528 683 22 117 582 892 523 670 965 427 874 717 372 340 935 986 382 2163 876 392 88 318 640 2 86 572 318 879 440 569 466 591 935 201 890 951 372 804 253 445 338 448 633 952 46641 288 904 17 219 485 314 623 172 791 505 725 812 446 152 463 459 447 48 661 715 920 171 974 748 226 77 9982 35 377 714 357 672 854 495 116 484 15 767 594 805 37 808 835 86 484 857 519 133 137 779 383 888 769 20363 933 101 545 661 812 449 560 425 444 119 183 211 46 229 30 688 599 276 933 399 378 136 793 888 154 800Sample Output
97
97
94
94
139
Problem Author
Dr Steven Halim
For CS2010/R.
3/31/2017 CodeCrunch
https://codecrunch.comp.nus.edu.sg/task_view.php?tid=2958 5/5
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