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Exponential time hypothesis

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formulas in which each variable appears only a constant number of times, and therefore in which the number of clauses is linear. The sparsification lemma is proven by repeatedly finding large sets of clauses that have a nonempty common intersection in a given formula, and replacing the formula by two
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are specified, and three communicating parties each know two of the three subsets. The goal is for the parties to transmit as few bits to each other on a shared communications channel in order for one of the parties to be able to determine whether the intersection of the three sets is empty or
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If cliques or independent sets of logarithmic size could be found in polynomial time, the exponential time hypothesis would be false. Therefore, even though finding cliques or independent sets of such small size is unlikely to be NP-complete, the exponential time hypothesis implies that these
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simpler formulas, one of which has each of these clauses replaced by their common intersection and the other of which has the intersection removed from each clause. By applying the sparsification lemma and then using new variables to split the clauses, one may then obtain a set of
167:, but it is a stronger statement. It implies that many computational problems are equivalent in complexity, in the sense that if one of them has a subexponential time algorithm then they all do, and that many known algorithms for these problems have optimal or near-optimal time 3237:
violating the strong exponential time hypothesis. Therefore, the strong exponential time hypothesis implies either that the trivial protocol for three-party set disjointness is optimal, or that any better protocol requires an exponential amount of
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describing the intersection of the two sets known to that party, after which either of the two remaining parties can determine the emptiness of the intersection. However, if there exists a protocol that solves the problem with
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and if the best possible running time for 3-SAT were of this form, then P would be unequal to NP (because 3-SAT is NP-complete and this time bound is not polynomial) but the exponential time hypothesis would be false.
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tending towards zero, but where the descriptions of these algorithms are so quickly growing that a single algorithm could not automatically select and run the most appropriate one. If this were to be the case, then
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In parameterized complexity theory, because the exponential time hypothesis implies that there does not exist a fixed-parameter-tractable algorithm for maximum clique, it also implies that
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formula is satisfiable if and only if at least one of these 3-CNF formulas is satisfiable. Therefore, if 3-SAT could be solved in subexponential time, one could use this reduction to solve
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It is also possible to prove implications in the other direction, from the failure of a variation of the strong exponential time hypothesis to separations of complexity classes. As
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Chen, Yijia; Eickmeyer, Kord; Flum, Jörg (2012), "The exponential time hypothesis and the parameterized clique problem", in Thilikos, Dimitrios M.; Woeginger, Gerhard J. (eds.),
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imply the exponential time hypothesis? There is a hierarchy of parameterized complexity classes called the M-hierarchy that interleaves the W-hierarchy in the sense that, for
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This minimum might not exist, if a sequence of better and better algorithms have correspondingly smaller exponential growth in their time bounds; in that case, define
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Therefore, if the strong exponential time hypothesis is true, then there would be no algorithm for general CNF satisfiability that is significantly faster than a
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algorithm, so NP could not be a subset of QP. However, if the exponential time hypothesis fails, it would have no implication for the P versus NP problem. A
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variables per clause. The goal is to determine whether this expression can be made to be true by some assignment of Boolean values to its variables.
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Parameterized and Exact Computation, 4th International Workshop, IWPEC 2009, Copenhagen, Denmark, September 10-11, 2009, Revised Selected Papers
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Cygan, Marek; Fomin, Fedor V.; Kowalik, Lukasz; Lokshtanov, Daniel; Marx, Daniel; Pilipczuk, Marcin; Pilipczuk, Michal; Saurabh, Saket (2015),
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would equal zero. However, it is consistent with current knowledge that there could be a sequence of 3-SAT algorithms, each with running time
1230: 2618:. In particular, if the strong exponential time hypothesis is true, then the optimal time bound for finding independent sets on graphs of 4716: 4597: 4561: 4499: 2227:
graphs. Conversely, if any of these problems has a subexponential algorithm, then the exponential time hypothesis could be shown to be
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If the exponential time hypothesis is true, then 3-SAT would not have a polynomial time algorithm, and therefore it would follow that
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Parameterized and Exact Computation – 7th International Symposium, IPEC 2012, Ljubljana, Slovenia, September 12–14, 2012, Proceedings
4592: 4143: 4235:; Schudy, Warren (2010), "Faster Algorithms for Feedback Arc Set Tournament, Kemeny Rank Aggregation and Betweenness Tournament", 3762:
could be composed with the circuits to simulate NEXPTIME problems nondeterministically in a smaller amount of time, violating the
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Lokshtanov, Daniel; Marx, Dániel; Saurabh, Saket (2011), "Known algorithms on graphs of bounded treewidth are probably optimal",
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Chen, Jianer; Huang, Xiuzhen; Kanj, Iyad A.; Xia, Ge (2006), "Strong computational lower bounds via parameterized complexity",
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More generally, the exponential time hypothesis implies that it is not possible to find cliques or independent sets of size
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Cygan, Marek; Pilipczuk, Marcin; Pilipczuk, Michał (2016), "Known algorithms for edge clique cover are probably optimal",
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Some sources define the exponential time hypothesis to be the slightly weaker statement that 3-SAT cannot be solved in
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such that satisfiability of conjunctive normal form formulas without clause length limits can be solved in
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40th Annual Symposium on Foundations of Computer Science, FOCS '99, 17-18 October, 1999, New York, NY, USA
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proves the existence of NP-complete problems for which the best known running times have the form
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Equivalently, any improvement on these running times would falsify the strong exponential time
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Therefore, if the exponential time hypothesis is true, there must be infinitely many values of
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The exponential time hypothesis also implies that any fixed-parameter tractable algorithm for
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proves the nonexistence of the family of circuits and the separation of these two complexity
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exists, and a family of circuits simulating NEXPTIME in P/poly also existed, then algorithm
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It is an important open problem in this area whether this implication can be reversed: does
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The exponential time hypothesis implies that many other problems in the complexity class
1132: 164: 51: 4653: 4643: 4469:, Lecture Notes in Computer Science, vol. 6175, Springer-Verlag, pp. 313–325, 4078:, Lecture Notes in Computer Science, vol. 2570, Springer-Verlag, pp. 185–207, 3985:; Paturi, Ramamohan (2009), "The Complexity of Satisfiability of Small Depth Circuits", 4443: 4390: 4364: 4336: 4318: 4272: 4244: 4107: 3901: 3871: 3851: 3769: 3745: 3725: 3695: 3629: 3512: 3488: 3353: 3218: 3155: 3056: 2888: 2623: 2389: 2328: 2308: 2241: 2208: 2161: 2080: 1780: 1757: 1694: 1632: 1511: 1398: 694: 629: 499: 416: 395: 301: 276: 252: 224: 206: 182: 4465:
Dantsin, Evgeny; Wolpert, Alexander (2010), "On moderately exponential time for SAT",
3021: 4491: 4478: 4433: 4294: 4262: 4097: 3930: 3841: 2189: 90:. More precisely, the usual form of the hypothesis asserts the existence of a number 4394: 4276: 4618: 4470: 4425: 4374: 4340: 4328: 4254: 4213: 4182: 4089: 4044: 4000: 3964: 3905: 3893: 3833: 3802: 3258: 2457: 2126: 2084: 270: 242: 4447: 4111: 3929:, EATCS Texts in Theoretical Computer Science, Springer-Verlag, pp. 417–451, 3855: 2298:
The exponential time hypothesis also implies that it is not possible to solve the
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such that all algorithms that correctly solve this problem require time at least
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The strong exponential time hypothesis implies that it is not possible to find
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3-CNF formulas, each with a linear number of variables, such that the original
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communications protocol would be for one of the three parties to transmit a
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would equal zero even though there would be no single algorithm running in
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that they are all nonzero, or equivalently, that the smallest of them,
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The exponential time hypothesis is equivalent to the statement that
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The strong exponential time hypothesis leads to tight bounds on the
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Proc. 22nd ACM/SIAM Symposium on Discrete Algorithms (SODA 2011)
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Proc. 21st ACM/SIAM Symposium on Discrete Algorithms (SODA 2010)
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The exponential time hypothesis implies also that the weighted
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An important tool in this area is the sparsification lemma of
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It does however have a parameterized algorithm with running
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that is bounded above by one, they must converge to a limit
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A related variant of the exponential time hypothesis is the
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Proc. 42nd ACM Symposium on Theory of Computing (STOC 2010)
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The exponential time hypothesis, if true, would imply that
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Theory and Applications of Satisfiability Testing–SAT 2010
385:{\displaystyle \left(2-{\frac {2}{k}}\right)^{n}n^{O(1)},} 3801:, showing that a similar exponential gap cannot hold for 2129:
do not have algorithms whose running time is faster than
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it could be transformed into an algorithm for solving
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as well, and the exponential time hypothesis would be
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Schöning, Uwe (1999), "A probabilistic algorithm for
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does not have a parametrized algorithm with running
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Equivalently, 4507: 2943: 2917: 2842: 2816: 2760: 2734: 2677: 2651: 4414:, New York, NY, USA: ACM, pp. 231–240, 3888:-SAT and constraint satisfaction problems", 4169: 3892:, IEEE Computer Society, pp. 410–414, 3003: 751:{\displaystyle s_{3}\leq s_{4}\leq \cdots } 4514: 4500: 27:Unproven computational hardness assumption 4419: 4368: 4322: 4248: 4217: 4186: 4083: 4065: 4038: 3994: 3958: 3920: 4406: 3867: 3766:. Therefore, the existence of algorithm 3623: 3244: 3016:, three subsets of the integers in some 2120: 2107:{\displaystyle s_{\operatorname {CNF} }} 2009:{\displaystyle s_{\operatorname {CNF} }} 1980:{\displaystyle s_{\operatorname {CNF} }} 760:and because of WalkSAT they are at most 412:is the number of variables in the given 48:satisfiability of 3-CNF Boolean formulas 4206:Journal of Computer and System Sciences 4199: 4197: 4027:Journal of Computer and System Sciences 4017: 4015: 4013: 3451:for instance, the problem of finding a 1129:non-uniform exponential time hypothesis 205:in which the input to the problem is a 14: 4709: 4138: 4136: 4134: 3820: 3818: 3566: 3547: 3419: 3400: 3381: 4495: 4239:, Lecture Notes in Computer Science, 4061: 4059: 4057: 2408:dominating sets more quickly than in 1596:Impagliazzo, Paturi & Zane (2001) 1419:Impagliazzo, Paturi & Zane (2001) 4194: 4010: 3916: 3914: 3722:. Williams shows that, if algorithm 3626:shows, if there exists an algorithm 1746:{\displaystyle O(2^{\varepsilon n})} 1683:{\displaystyle O(2^{\varepsilon n})} 495:to be the smallest number such that 4400: 4346: 4306: 4282: 4131: 3815: 3690:for some superpolynomially growing 1025:{\displaystyle O(2^{\delta _{i}n})} 24: 4717:Computational hardness assumptions 4523:Computational hardness assumptions 4457: 4225: 4054: 3974: 3942: 3861: 1916: 1468: 1378: 1304: 1288:strong exponential time hypothesis 1258: 1239: 1216:{\displaystyle s_{3},s_{4},\dots } 297:probabilistic algorithm can solve 25: 18:Strong exponential time hypothesis 4728: 4163: 3911: 1619:{\displaystyle \varepsilon >0} 1334: 40:computational hardness assumption 4562:Decisional composite residuosity 1421:showed, there exists a constant 3927:Parameterized Complexity Theory 2070:{\displaystyle O(2^{\delta n})} 1329: 682:{\displaystyle O(2^{\delta n})} 565:{\displaystyle 2^{s_{k}n+o(n)}} 44:Impagliazzo & Paturi (1999) 32:computational complexity theory 3677: 3671: 3577: 3571: 3558: 3552: 3538:, and the question of whether 3436: 3424: 3411: 3405: 3392: 3386: 3291: 3271: 3199: 3186: 3134: 3128: 3097: 3091: 3037: 3025: 2968: 2962: 2937: 2931: 2867: 2861: 2836: 2830: 2785: 2779: 2754: 2748: 2702: 2696: 2671: 2665: 2593: 2588: 2582: 2569: 2559: 2548: 2521: 2516: 2510: 2497: 2487: 2476: 2437: 2431: 2368: 2362: 2281: 2275: 2064: 2048: 2016:is the infimum of the numbers 1740: 1724: 1677: 1661: 1493: 1473: 1255: 1158: 1152: 1110: 1104: 1019: 996: 942: 936: 902: 896: 676: 660: 557: 551: 374: 368: 203:Boolean satisfiability problem 75: 69: 13: 1: 2345:of them that add to zero) in 1318:{\displaystyle s_{\infty }=1} 691:Because problems with larger 173: 4598:Computational Diffie–Hellman 4475:10.1007/978-3-642-14186-7_27 201:problem is a version of the 7: 4686:Exponential time hypothesis 4259:10.1007/978-3-642-17517-6_3 4005:10.1007/978-3-642-11269-0_6 3969:10.1007/978-3-642-33293-7_4 3792: 3205:{\displaystyle O(1.74^{n})} 1931:of the sequence of numbers 1924:{\displaystyle s_{\infty }} 1651:formula can be replaced by 1386:{\displaystyle s_{\infty }} 1052:{\displaystyle \delta _{i}} 837:exponential time hypothesis 156:{\displaystyle 2^{s_{3}n}.} 36:exponential time hypothesis 10: 4733: 4333:10.1137/1.9781611973082.61 4219:10.1016/j.jcss.2006.04.007 3683:{\displaystyle 2^{n}/f(n)} 2445:{\displaystyle n^{k-o(1)}} 1891:{\displaystyle s_{3}>0} 1827:{\displaystyle s_{k}>0} 1135:) that can solve 3-SAT in 1032:for a sequence of numbers 116:{\displaystyle s_{3}>0} 4696:Planted clique conjecture 4678: 4665:Ring learning with errors 4632: 4606: 4593:Decisional Diffie–Hellman 4575: 4529: 4356:SIAM Journal on Computing 4293:, Springer, p. 555, 3898:10.1109/SFFCS.1999.814612 3297:{\textstyle O(2^{n^{c}})} 2884:and the optimum time for 2719:the optimal time for the 1290:(SETH) is the conjecture 4291:Parameterized Algorithms 4237:Proc. ISAAC 2010, Part I 4094:10.1007/3-540-36478-1_17 3808: 3142:{\displaystyle 2^{o(m)}} 3014:communication complexity 3004:Communication complexity 2612:parameterized complexity 2376:{\displaystyle n^{o(k)}} 2289:{\displaystyle n^{o(k)}} 2198:maximum independent sets 1598:, which shows that, for 1166:{\displaystyle 2^{o(n)}} 1118:{\displaystyle 2^{o(n)}} 950:{\displaystyle 2^{o(n)}} 910:{\displaystyle 2^{o(n)}} 83:{\displaystyle 2^{o(n)}} 4691:Unique games conjecture 4640:Shortest vector problem 4614:External Diffie–Hellman 4430:10.1145/1806689.1806723 3838:10.1109/CCC.1999.766282 3477:{\displaystyle k\log n} 3008:In the three-party set 2180:These problems include 2029:{\displaystyle \delta } 1583:{\displaystyle s_{k+1}} 1434:{\displaystyle \alpha } 1339:It is not possible for 618:{\displaystyle \delta } 459:{\displaystyle k\geq 3} 211:conjunctive normal form 42:that was formulated by 4670:Short integer solution 4650:Closest vector problem 4188:10.4086/cjtcs.1997.001 4049:10.1006/jcss.2001.1774 3882: 3780: 3764:time hierarchy theorem 3756: 3736: 3706: 3684: 3640: 3610: 3609:{\displaystyle i>1} 3584: 3523: 3499: 3478: 3443: 3364: 3325: 3324:{\displaystyle c<1} 3298: 3229: 3206: 3166: 3143: 3104: 3067: 3044: 2977: 2899: 2876: 2794: 2711: 2634: 2600: 2528: 2446: 2400: 2377: 2339: 2319: 2290: 2252: 2219: 2172: 2150: 2108: 2071: 2030: 2010: 1981: 1952: 1925: 1892: 1857: 1856:{\displaystyle k>0} 1828: 1791: 1768: 1747: 1705: 1684: 1643: 1620: 1584: 1549: 1522: 1500: 1435: 1409: 1387: 1360: 1319: 1280: 1217: 1167: 1119: 1081: 1053: 1026: 980: 951: 911: 865: 829: 752: 705: 683: 640: 619: 595: 566: 510: 489: 460: 427: 406: 386: 312: 287: 263: 235: 193: 157: 117: 84: 4557:Quadratic residuosity 4537:Integer factorization 3883: 3781: 3757: 3737: 3707: 3685: 3641: 3611: 3585: 3524: 3500: 3479: 3444: 3365: 3326: 3299: 3255:quasi-polynomial time 3245:Structural complexity 3230: 3207: 3167: 3144: 3105: 3068: 3045: 2978: 2900: 2877: 2802:the optimum time for 2795: 2712: 2635: 2601: 2529: 2447: 2401: 2378: 2340: 2320: 2291: 2253: 2220: 2173: 2151: 2149:{\displaystyle c^{n}} 2121:Other search problems 2109: 2072: 2031: 2011: 1982: 1953: 1951:{\displaystyle s_{k}} 1926: 1893: 1858: 1829: 1792: 1769: 1748: 1706: 1685: 1644: 1621: 1585: 1550: 1548:{\displaystyle s_{k}} 1523: 1501: 1436: 1410: 1388: 1361: 1359:{\displaystyle s_{k}} 1320: 1281: 1218: 1168: 1120: 1082: 1080:{\displaystyle s_{3}} 1054: 1027: 981: 979:{\displaystyle s_{3}} 952: 912: 866: 864:{\displaystyle s_{3}} 830: 753: 706: 684: 641: 620: 596: 594:{\displaystyle s_{k}} 567: 511: 490: 488:{\displaystyle s_{k}} 461: 428: 407: 387: 313: 288: 264: 236: 194: 158: 118: 85: 4660:Learning with errors 4317:, pp. 777–789, 4159:, pp. 1065–1075 4023:Impagliazzo, Russell 3872: 3832:, pp. 237–240, 3826:Impagliazzo, Russell 3770: 3746: 3726: 3696: 3650: 3630: 3594: 3542: 3513: 3489: 3459: 3376: 3354: 3309: 3265: 3219: 3180: 3156: 3117: 3103:{\displaystyle o(m)} 3085: 3057: 3052:nonempty. A trivial 3022: 2912: 2889: 2811: 2729: 2646: 2624: 2542: 2470: 2414: 2390: 2351: 2329: 2309: 2264: 2242: 2209: 2162: 2133: 2091: 2042: 2020: 1993: 1964: 1935: 1908: 1904:The limiting value 1869: 1841: 1805: 1781: 1758: 1718: 1695: 1655: 1633: 1604: 1561: 1532: 1512: 1447: 1425: 1399: 1370: 1343: 1296: 1231: 1181: 1177:Because the numbers 1141: 1093: 1064: 1036: 990: 963: 925: 885: 848: 764: 716: 695: 654: 630: 609: 605:of the real numbers 578: 524: 500: 472: 444: 417: 396: 324: 302: 293:. For instance, the 277: 253: 225: 183: 127: 94: 58: 50:cannot be solved in 3983:Impagliazzo, Russel 3718:is not a subset of 2325:real numbers, find 52:subexponential time 4583:Discrete logarithm 4567:Higher residuosity 4067:Woeginger, Gerhard 3878: 3776: 3752: 3732: 3702: 3680: 3636: 3606: 3580: 3519: 3495: 3474: 3439: 3360: 3321: 3294: 3225: 3202: 3162: 3139: 3100: 3063: 3040: 2997:dependence on the 2995:double exponential 2973: 2895: 2872: 2790: 2707: 2630: 2596: 2524: 2442: 2396: 2373: 2335: 2315: 2286: 2248: 2215: 2190:Hamiltonian cycles 2168: 2146: 2104: 2083:over all possible 2081:brute-force search 2067: 2026: 2006: 1977: 1948: 1921: 1888: 1853: 1824: 1787: 1764: 1743: 1701: 1680: 1639: 1616: 1580: 1545: 1518: 1496: 1431: 1405: 1383: 1356: 1315: 1276: 1262: 1225:monotonic sequence 1213: 1163: 1115: 1077: 1049: 1022: 976: 947: 907: 861: 825: 748: 701: 679: 636: 615: 591: 562: 506: 485: 456: 423: 402: 382: 308: 283: 259: 231: 207:Boolean expression 189: 153: 113: 80: 4704: 4703: 4679:Non-cryptographic 4484:978-3-642-14185-0 4379:10.1137/130947076 4300:978-3-319-21274-6 4268:978-3-642-17516-9 4103:978-3-540-00580-3 3936:978-3-540-29952-3 3881:{\displaystyle k} 3847:978-0-7695-0075-1 3799:Savitch's theorem 3779:{\displaystyle A} 3755:{\displaystyle A} 3735:{\displaystyle A} 3705:{\displaystyle f} 3639:{\displaystyle A} 3522:{\displaystyle k} 3498:{\displaystyle n} 3363:{\displaystyle i} 3228:{\displaystyle k} 3165:{\displaystyle k} 3066:{\displaystyle m} 2991:edge clique cover 2898:{\displaystyle k} 2633:{\displaystyle w} 2567: 2495: 2399:{\displaystyle k} 2338:{\displaystyle k} 2318:{\displaystyle n} 2251:{\displaystyle k} 2218:{\displaystyle n} 2171:{\displaystyle c} 2085:truth assignments 1958:is at most equal 1790:{\displaystyle k} 1767:{\displaystyle k} 1704:{\displaystyle k} 1642:{\displaystyle k} 1521:{\displaystyle k} 1408:{\displaystyle k} 1247: 812: 704:{\displaystyle k} 648:can be solved in 639:{\displaystyle k} 518:can be solved in 509:{\displaystyle k} 426:{\displaystyle k} 405:{\displaystyle n} 347: 311:{\displaystyle k} 286:{\displaystyle k} 262:{\displaystyle k} 234:{\displaystyle k} 192:{\displaystyle k} 46:. It states that 16:(Redirected from 4724: 4619:Sub-group hiding 4530:Number theoretic 4516: 4509: 4502: 4493: 4492: 4487: 4451: 4450: 4423: 4404: 4398: 4397: 4372: 4350: 4344: 4343: 4326: 4310: 4304: 4303: 4286: 4280: 4279: 4252: 4233:Karpinski, Marek 4229: 4223: 4222: 4221: 4212:(8): 1346–1367, 4201: 4192: 4191: 4190: 4167: 4161: 4160: 4158: 4140: 4129: 4128: 4127: 4126: 4120: 4114:, archived from 4087: 4077: 4063: 4052: 4051: 4042: 4019: 4008: 4007: 3998: 3981:Calabro, Chris; 3978: 3972: 3971: 3962: 3946: 3940: 3939: 3918: 3909: 3908: 3887: 3885: 3884: 3879: 3865: 3859: 3858: 3822: 3803:space complexity 3789: 3785: 3783: 3782: 3777: 3761: 3759: 3758: 3753: 3741: 3739: 3738: 3733: 3713: 3711: 3709: 3708: 3703: 3689: 3687: 3686: 3681: 3667: 3662: 3661: 3645: 3643: 3642: 3637: 3619: 3615: 3613: 3612: 3607: 3589: 3587: 3586: 3581: 3570: 3569: 3551: 3550: 3537: 3533: 3529: 3528: 3526: 3525: 3520: 3506: 3504: 3502: 3501: 3496: 3483: 3481: 3480: 3475: 3450: 3448: 3446: 3445: 3440: 3423: 3422: 3404: 3403: 3385: 3384: 3371: 3369: 3367: 3366: 3361: 3347: 3343: 3332: 3330: 3328: 3327: 3322: 3303: 3301: 3300: 3295: 3290: 3289: 3288: 3287: 3259:padding argument 3241: 3236: 3234: 3232: 3231: 3226: 3212: 3211: 3209: 3208: 3203: 3198: 3197: 3173: 3171: 3169: 3168: 3163: 3150: 3148: 3146: 3145: 3140: 3138: 3137: 3111: 3109: 3107: 3106: 3101: 3074: 3072: 3070: 3069: 3064: 3050: 3049: 3047: 3046: 3043:{\displaystyle } 3041: 3000: 2988: 2984: 2982: 2980: 2979: 2974: 2972: 2971: 2953: 2952: 2947: 2946: 2921: 2920: 2906: 2904: 2902: 2901: 2896: 2883: 2881: 2879: 2878: 2873: 2871: 2870: 2852: 2851: 2846: 2845: 2820: 2819: 2801: 2799: 2797: 2796: 2791: 2789: 2788: 2770: 2769: 2764: 2763: 2738: 2737: 2718: 2716: 2714: 2713: 2708: 2706: 2705: 2687: 2686: 2681: 2680: 2655: 2654: 2640: 2639: 2637: 2636: 2631: 2607: 2605: 2603: 2602: 2597: 2592: 2591: 2573: 2572: 2568: 2563: 2535: 2533: 2531: 2530: 2525: 2520: 2519: 2501: 2500: 2496: 2491: 2458:feedback arc set 2453: 2451: 2449: 2448: 2443: 2441: 2440: 2407: 2405: 2403: 2402: 2397: 2384: 2382: 2380: 2379: 2374: 2372: 2371: 2344: 2342: 2341: 2336: 2324: 2322: 2321: 2316: 2302: 2297: 2295: 2293: 2292: 2287: 2285: 2284: 2257: 2255: 2254: 2249: 2237: 2230: 2226: 2224: 2222: 2221: 2216: 2185: 2179: 2177: 2175: 2174: 2169: 2155: 2153: 2152: 2147: 2145: 2144: 2117: 2113: 2111: 2110: 2105: 2103: 2102: 2078: 2076: 2074: 2073: 2068: 2063: 2062: 2035: 2033: 2032: 2027: 2015: 2013: 2012: 2007: 2005: 2004: 1988: 1986: 1984: 1983: 1978: 1976: 1975: 1957: 1955: 1954: 1949: 1947: 1946: 1930: 1928: 1927: 1922: 1920: 1919: 1901: 1897: 1895: 1894: 1889: 1881: 1880: 1864: 1862: 1860: 1859: 1854: 1834: 1833: 1831: 1830: 1825: 1817: 1816: 1798: 1796: 1794: 1793: 1788: 1775: 1773: 1771: 1770: 1765: 1752: 1750: 1749: 1744: 1739: 1738: 1712: 1710: 1708: 1707: 1702: 1689: 1687: 1686: 1681: 1676: 1675: 1650: 1648: 1646: 1645: 1640: 1627: 1625: 1623: 1622: 1617: 1591: 1589: 1587: 1586: 1581: 1579: 1578: 1554: 1552: 1551: 1546: 1544: 1543: 1527: 1525: 1524: 1519: 1507: 1505: 1503: 1502: 1497: 1489: 1472: 1471: 1459: 1458: 1440: 1438: 1437: 1432: 1416: 1414: 1412: 1411: 1406: 1392: 1390: 1389: 1384: 1382: 1381: 1365: 1363: 1362: 1357: 1355: 1354: 1326: 1324: 1322: 1321: 1316: 1308: 1307: 1285: 1283: 1282: 1277: 1272: 1271: 1261: 1243: 1242: 1222: 1220: 1219: 1214: 1206: 1205: 1193: 1192: 1174: 1172: 1170: 1169: 1164: 1162: 1161: 1126: 1124: 1122: 1121: 1116: 1114: 1113: 1086: 1084: 1083: 1078: 1076: 1075: 1058: 1056: 1055: 1050: 1048: 1047: 1031: 1029: 1028: 1023: 1018: 1017: 1013: 1012: 985: 983: 982: 977: 975: 974: 958: 956: 954: 953: 948: 946: 945: 918: 916: 914: 913: 908: 906: 905: 876: 872: 870: 868: 867: 862: 860: 859: 834: 832: 831: 826: 818: 814: 813: 805: 789: 788: 776: 775: 759: 757: 755: 754: 749: 741: 740: 728: 727: 710: 708: 707: 702: 690: 688: 686: 685: 680: 675: 674: 647: 645: 643: 642: 637: 624: 622: 621: 616: 600: 598: 597: 592: 590: 589: 573: 571: 569: 568: 563: 561: 560: 541: 540: 517: 515: 513: 512: 507: 494: 492: 491: 486: 484: 483: 467: 465: 463: 462: 457: 437: 434: 432: 430: 429: 424: 411: 409: 408: 403: 391: 389: 388: 383: 378: 377: 359: 358: 353: 349: 348: 340: 320:in average time 319: 317: 315: 314: 309: 292: 290: 289: 284: 271:exponential time 268: 266: 265: 260: 240: 238: 237: 232: 200: 198: 196: 195: 190: 170: 162: 160: 159: 154: 149: 148: 144: 143: 122: 120: 119: 114: 106: 105: 89: 87: 86: 81: 79: 78: 21: 4732: 4731: 4727: 4726: 4725: 4723: 4722: 4721: 4707: 4706: 4705: 4700: 4674: 4628: 4624:Decision linear 4602: 4576:Group theoretic 4571: 4525: 4520: 4490: 4485: 4460: 4458:Further reading 4455: 4454: 4440: 4421:10.1.1.216.1299 4405: 4401: 4351: 4347: 4311: 4307: 4301: 4287: 4283: 4269: 4230: 4226: 4202: 4195: 4168: 4164: 4156: 4144:Pătraşcu, Mihai 4141: 4132: 4124: 4122: 4118: 4104: 4085:10.1.1.168.5383 4075: 4064: 4055: 4020: 4011: 3979: 3975: 3960:10.1.1.680.8401 3947: 3943: 3937: 3919: 3912: 3873: 3870: 3869: 3866: 3862: 3848: 3823: 3816: 3811: 3795: 3787: 3771: 3768: 3767: 3747: 3744: 3743: 3727: 3724: 3723: 3697: 3694: 3693: 3691: 3663: 3657: 3653: 3651: 3648: 3647: 3631: 3628: 3627: 3624:Williams (2010) 3617: 3595: 3592: 3591: 3565: 3564: 3546: 3545: 3543: 3540: 3539: 3535: 3531: 3514: 3511: 3510: 3508: 3490: 3487: 3486: 3485: 3460: 3457: 3456: 3418: 3417: 3399: 3398: 3380: 3379: 3377: 3374: 3373: 3372: 3355: 3352: 3351: 3349: 3345: 3338: 3310: 3307: 3306: 3304: 3283: 3279: 3278: 3274: 3266: 3263: 3262: 3247: 3239: 3220: 3217: 3216: 3214: 3193: 3189: 3181: 3178: 3177: 3175: 3157: 3154: 3153: 3152: 3124: 3120: 3118: 3115: 3114: 3113: 3086: 3083: 3082: 3081: 3058: 3055: 3054: 3053: 3023: 3020: 3019: 3017: 3006: 2998: 2986: 2958: 2954: 2948: 2942: 2941: 2940: 2916: 2915: 2913: 2910: 2909: 2907: 2890: 2887: 2886: 2885: 2857: 2853: 2847: 2841: 2840: 2839: 2815: 2814: 2812: 2809: 2808: 2806: 2775: 2771: 2765: 2759: 2758: 2757: 2733: 2732: 2730: 2727: 2726: 2724: 2692: 2688: 2682: 2676: 2675: 2674: 2650: 2649: 2647: 2644: 2643: 2641: 2625: 2622: 2621: 2619: 2578: 2574: 2562: 2555: 2551: 2543: 2540: 2539: 2537: 2506: 2502: 2490: 2483: 2479: 2471: 2468: 2467: 2465: 2421: 2417: 2415: 2412: 2411: 2409: 2391: 2388: 2387: 2386: 2358: 2354: 2352: 2349: 2348: 2346: 2330: 2327: 2326: 2310: 2307: 2306: 2305:problem (given 2300: 2271: 2267: 2265: 2262: 2261: 2259: 2243: 2240: 2239: 2236:non-polynomial. 2235: 2228: 2210: 2207: 2206: 2205: 2194:maximum cliques 2183: 2163: 2160: 2159: 2157: 2140: 2136: 2134: 2131: 2130: 2123: 2115: 2098: 2094: 2092: 2089: 2088: 2055: 2051: 2043: 2040: 2039: 2037: 2021: 2018: 2017: 2000: 1996: 1994: 1991: 1990: 1971: 1967: 1965: 1962: 1961: 1959: 1942: 1938: 1936: 1933: 1932: 1915: 1911: 1909: 1906: 1905: 1899: 1876: 1872: 1870: 1867: 1866: 1842: 1839: 1838: 1836: 1812: 1808: 1806: 1803: 1802: 1800: 1782: 1779: 1778: 1777: 1759: 1756: 1755: 1754: 1731: 1727: 1719: 1716: 1715: 1696: 1693: 1692: 1691: 1668: 1664: 1656: 1653: 1652: 1634: 1631: 1630: 1629: 1605: 1602: 1601: 1599: 1568: 1564: 1562: 1559: 1558: 1556: 1539: 1535: 1533: 1530: 1529: 1513: 1510: 1509: 1485: 1467: 1463: 1454: 1450: 1448: 1445: 1444: 1442: 1426: 1423: 1422: 1400: 1397: 1396: 1394: 1377: 1373: 1371: 1368: 1367: 1350: 1346: 1344: 1341: 1340: 1337: 1332: 1303: 1299: 1297: 1294: 1293: 1291: 1267: 1263: 1251: 1238: 1234: 1232: 1229: 1228: 1201: 1197: 1188: 1184: 1182: 1179: 1178: 1148: 1144: 1142: 1139: 1138: 1136: 1100: 1096: 1094: 1091: 1090: 1088: 1071: 1067: 1065: 1062: 1061: 1043: 1039: 1037: 1034: 1033: 1008: 1004: 1003: 999: 991: 988: 987: 970: 966: 964: 961: 960: 932: 928: 926: 923: 922: 920: 892: 888: 886: 883: 882: 880: 874: 855: 851: 849: 846: 845: 844: 804: 797: 793: 784: 780: 771: 767: 765: 762: 761: 736: 732: 723: 719: 717: 714: 713: 712: 696: 693: 692: 667: 663: 655: 652: 651: 649: 631: 628: 627: 626: 610: 607: 606: 585: 581: 579: 576: 575: 536: 532: 531: 527: 525: 522: 521: 519: 501: 498: 497: 496: 479: 475: 473: 470: 469: 445: 442: 441: 439: 435: 418: 415: 414: 413: 397: 394: 393: 364: 360: 354: 339: 332: 328: 327: 325: 322: 321: 303: 300: 299: 298: 278: 275: 274: 254: 251: 250: 226: 223: 222: 184: 181: 180: 179: 176: 168: 139: 135: 134: 130: 128: 125: 124: 101: 97: 95: 92: 91: 65: 61: 59: 56: 55: 38:is an unproven 28: 23: 22: 15: 12: 11: 5: 4730: 4720: 4719: 4702: 4701: 4699: 4698: 4693: 4688: 4682: 4680: 4676: 4675: 4673: 4672: 4667: 4662: 4657: 4647: 4636: 4634: 4630: 4629: 4627: 4626: 4621: 4616: 4610: 4608: 4604: 4603: 4601: 4600: 4595: 4590: 4588:Diffie-Hellman 4585: 4579: 4577: 4573: 4572: 4570: 4569: 4564: 4559: 4554: 4549: 4544: 4539: 4533: 4531: 4527: 4526: 4519: 4518: 4511: 4504: 4496: 4489: 4488: 4483: 4461: 4459: 4456: 4453: 4452: 4438: 4408:Williams, Ryan 4399: 4345: 4305: 4299: 4281: 4267: 4224: 4193: 4162: 4148:Williams, Ryan 4130: 4102: 4053: 4040:10.1.1.66.3717 4033:(4): 512–530, 4009: 3996:10.1.1.331.764 3973: 3941: 3935: 3910: 3877: 3860: 3846: 3813: 3812: 3810: 3807: 3806: 3805: 3794: 3791: 3775: 3751: 3731: 3701: 3679: 3676: 3673: 3670: 3666: 3660: 3656: 3635: 3605: 3602: 3599: 3579: 3576: 3573: 3568: 3563: 3560: 3557: 3554: 3549: 3518: 3494: 3473: 3470: 3467: 3464: 3438: 3435: 3432: 3429: 3426: 3421: 3416: 3413: 3410: 3407: 3402: 3397: 3394: 3391: 3388: 3383: 3359: 3320: 3317: 3314: 3293: 3286: 3282: 3277: 3273: 3270: 3246: 3243: 3224: 3213:for any fixed 3201: 3196: 3192: 3188: 3185: 3161: 3136: 3133: 3130: 3127: 3123: 3099: 3096: 3093: 3090: 3062: 3039: 3036: 3033: 3030: 3027: 3005: 3002: 2970: 2967: 2964: 2961: 2957: 2951: 2945: 2939: 2936: 2933: 2930: 2927: 2924: 2919: 2894: 2869: 2866: 2863: 2860: 2856: 2850: 2844: 2838: 2835: 2832: 2829: 2826: 2823: 2818: 2787: 2784: 2781: 2778: 2774: 2768: 2762: 2756: 2753: 2750: 2747: 2744: 2741: 2736: 2721:dominating set 2704: 2701: 2698: 2695: 2691: 2685: 2679: 2673: 2670: 2667: 2664: 2661: 2658: 2653: 2629: 2595: 2590: 2587: 2584: 2581: 2577: 2571: 2566: 2561: 2558: 2554: 2550: 2547: 2523: 2518: 2515: 2512: 2509: 2505: 2499: 2494: 2489: 2486: 2482: 2478: 2475: 2439: 2436: 2433: 2430: 2427: 2424: 2420: 2395: 2370: 2367: 2364: 2361: 2357: 2334: 2314: 2283: 2280: 2277: 2274: 2270: 2247: 2214: 2167: 2143: 2139: 2122: 2119: 2101: 2097: 2066: 2061: 2058: 2054: 2050: 2047: 2025: 2003: 1999: 1974: 1970: 1945: 1941: 1918: 1914: 1887: 1884: 1879: 1875: 1852: 1849: 1846: 1823: 1820: 1815: 1811: 1786: 1763: 1742: 1737: 1734: 1730: 1726: 1723: 1700: 1679: 1674: 1671: 1667: 1663: 1660: 1638: 1615: 1612: 1609: 1577: 1574: 1571: 1567: 1542: 1538: 1517: 1495: 1492: 1488: 1484: 1481: 1478: 1475: 1470: 1466: 1462: 1457: 1453: 1430: 1404: 1380: 1376: 1353: 1349: 1336: 1335:Satisfiability 1333: 1331: 1328: 1314: 1311: 1306: 1302: 1275: 1270: 1266: 1260: 1257: 1254: 1250: 1246: 1241: 1237: 1212: 1209: 1204: 1200: 1196: 1191: 1187: 1160: 1157: 1154: 1151: 1147: 1112: 1109: 1106: 1103: 1099: 1074: 1070: 1046: 1042: 1021: 1016: 1011: 1007: 1002: 998: 995: 973: 969: 944: 941: 938: 935: 931: 904: 901: 898: 895: 891: 858: 854: 824: 821: 817: 811: 808: 803: 800: 796: 792: 787: 783: 779: 774: 770: 747: 744: 739: 735: 731: 726: 722: 700: 678: 673: 670: 666: 662: 659: 635: 614: 588: 584: 559: 556: 553: 550: 547: 544: 539: 535: 530: 505: 482: 478: 455: 452: 449: 422: 401: 381: 376: 373: 370: 367: 363: 357: 352: 346: 343: 338: 335: 331: 307: 282: 258: 230: 188: 175: 172: 152: 147: 142: 138: 133: 112: 109: 104: 100: 77: 74: 71: 68: 64: 26: 9: 6: 4: 3: 2: 4729: 4718: 4715: 4714: 4712: 4697: 4694: 4692: 4689: 4687: 4684: 4683: 4681: 4677: 4671: 4668: 4666: 4663: 4661: 4658: 4655: 4651: 4648: 4645: 4641: 4638: 4637: 4635: 4631: 4625: 4622: 4620: 4617: 4615: 4612: 4611: 4609: 4605: 4599: 4596: 4594: 4591: 4589: 4586: 4584: 4581: 4580: 4578: 4574: 4568: 4565: 4563: 4560: 4558: 4555: 4553: 4550: 4548: 4545: 4543: 4540: 4538: 4535: 4534: 4532: 4528: 4524: 4517: 4512: 4510: 4505: 4503: 4498: 4497: 4494: 4486: 4480: 4476: 4472: 4468: 4463: 4462: 4449: 4445: 4441: 4439:9781450300506 4435: 4431: 4427: 4422: 4417: 4413: 4409: 4403: 4396: 4392: 4388: 4384: 4380: 4376: 4371: 4366: 4362: 4358: 4357: 4349: 4342: 4338: 4334: 4330: 4325: 4320: 4316: 4309: 4302: 4296: 4292: 4285: 4278: 4274: 4270: 4264: 4260: 4256: 4251: 4246: 4242: 4238: 4234: 4228: 4220: 4215: 4211: 4207: 4200: 4198: 4189: 4184: 4180: 4176: 4172: 4166: 4155: 4154: 4149: 4145: 4139: 4137: 4135: 4121:on 2020-09-30 4117: 4113: 4109: 4105: 4099: 4095: 4091: 4086: 4081: 4074: 4073: 4068: 4062: 4060: 4058: 4050: 4046: 4041: 4036: 4032: 4028: 4024: 4018: 4016: 4014: 4006: 4002: 3997: 3992: 3988: 3984: 3977: 3970: 3966: 3961: 3956: 3952: 3945: 3938: 3932: 3928: 3924: 3923:Grohe, Martin 3917: 3915: 3907: 3903: 3899: 3895: 3891: 3875: 3864: 3857: 3853: 3849: 3843: 3839: 3835: 3831: 3827: 3821: 3819: 3814: 3804: 3800: 3797: 3796: 3790: 3773: 3765: 3749: 3729: 3721: 3717: 3699: 3674: 3668: 3664: 3658: 3654: 3633: 3625: 3620: 3603: 3600: 3597: 3574: 3561: 3555: 3516: 3492: 3471: 3468: 3465: 3462: 3454: 3433: 3430: 3427: 3414: 3408: 3395: 3389: 3357: 3341: 3335: 3318: 3315: 3312: 3284: 3280: 3275: 3268: 3260: 3256: 3252: 3242: 3222: 3194: 3190: 3183: 3159: 3131: 3125: 3121: 3110:communication 3094: 3088: 3078: 3060: 3034: 3031: 3028: 3015: 3011: 3001: 2996: 2992: 2965: 2959: 2955: 2949: 2934: 2928: 2925: 2922: 2892: 2864: 2858: 2854: 2848: 2833: 2827: 2824: 2821: 2805: 2782: 2776: 2772: 2766: 2751: 2745: 2742: 2739: 2722: 2699: 2693: 2689: 2683: 2668: 2662: 2659: 2656: 2627: 2617: 2613: 2608: 2585: 2579: 2575: 2564: 2556: 2552: 2545: 2513: 2507: 2503: 2492: 2484: 2480: 2473: 2463: 2459: 2454: 2434: 2428: 2425: 2422: 2418: 2393: 2365: 2359: 2355: 2332: 2312: 2304: 2278: 2272: 2268: 2245: 2234:problems are 2231: 2212: 2203: 2199: 2195: 2191: 2187: 2186:-colorability 2165: 2141: 2137: 2128: 2118: 2099: 2095: 2086: 2082: 2059: 2056: 2052: 2045: 2023: 2001: 1997: 1972: 1968: 1943: 1939: 1912: 1902: 1885: 1882: 1877: 1873: 1850: 1847: 1844: 1821: 1818: 1813: 1809: 1784: 1761: 1735: 1732: 1728: 1721: 1698: 1672: 1669: 1665: 1658: 1636: 1613: 1610: 1607: 1597: 1592: 1575: 1572: 1569: 1565: 1540: 1536: 1515: 1490: 1486: 1482: 1479: 1476: 1464: 1460: 1455: 1451: 1428: 1420: 1402: 1374: 1351: 1347: 1327: 1312: 1309: 1300: 1289: 1273: 1268: 1264: 1252: 1244: 1235: 1226: 1210: 1207: 1202: 1198: 1194: 1189: 1185: 1175: 1155: 1149: 1145: 1134: 1130: 1107: 1101: 1097: 1072: 1068: 1044: 1040: 1014: 1009: 1005: 1000: 993: 971: 967: 939: 933: 929: 899: 893: 889: 877: 856: 852: 842: 838: 822: 819: 815: 809: 806: 801: 798: 794: 790: 785: 781: 777: 772: 768: 745: 742: 737: 733: 729: 724: 720: 698: 671: 668: 664: 657: 633: 612: 604: 586: 582: 554: 548: 545: 542: 537: 533: 528: 503: 480: 476: 453: 450: 447: 420: 399: 379: 371: 365: 361: 355: 350: 344: 341: 336: 333: 329: 305: 296: 280: 272: 256: 248: 244: 228: 220: 216: 213:(that is, an 212: 208: 204: 186: 171: 166: 150: 145: 140: 136: 131: 110: 107: 102: 98: 72: 66: 62: 53: 49: 45: 41: 37: 33: 19: 4685: 4466: 4411: 4402: 4363:(1): 67–83, 4360: 4354: 4348: 4314: 4308: 4290: 4284: 4240: 4236: 4227: 4209: 4205: 4178: 4174: 4171:Feige, Uriel 4165: 4152: 4123:, retrieved 4116:the original 4071: 4030: 4026: 3986: 3976: 3950: 3944: 3926: 3921:Flum, Jörg; 3889: 3863: 3829: 3621: 3530:is complete 3453:vertex cover 3336: 3248: 3240:computation. 3149:computation, 3010:disjointness 3007: 2609: 2455: 2232: 2202:vertex cover 2124: 1903: 1593: 1338: 1330:Implications 1287: 1176: 1128: 878: 836: 218: 214: 177: 35: 29: 4547:RSA problem 3507:graph with 3012:problem in 2987:hypothesis. 2804:maximum cut 2462:tournaments 2460:problem on 247:linear time 169:complexity. 4552:Strong RSA 4542:Phi-hiding 4125:2011-03-31 3509:parameter 2999:parameter. 2993:must have 2620:treewidth 2188:, finding 1528:for which 841:conjecture 625:for which 601:to be the 174:Definition 4416:CiteSeerX 4370:1203.1754 4324:1007.5450 4250:1006.4396 4080:CiteSeerX 4035:CiteSeerX 3991:CiteSeerX 3955:CiteSeerX 3692:function 3562:⊆ 3469:⁡ 3415:⊆ 3396:⊆ 3215:constant 3077:bitvector 2926:− 2905:-coloring 2825:− 2743:− 2660:− 2616:treewidth 2426:− 2158:constant 2156:for some 2114:to equal 2057:δ 2024:δ 1917:∞ 1733:ε 1670:ε 1608:ε 1483:α 1480:− 1469:∞ 1461:≤ 1429:α 1379:∞ 1366:to equal 1305:∞ 1259:∞ 1256:→ 1240:∞ 1211:… 1041:δ 1006:δ 802:− 791:⁡ 778:≤ 746:⋯ 743:≤ 730:≤ 669:δ 613:δ 451:≥ 438:For each 436:instance. 337:− 4711:Category 4633:Lattices 4607:Pairings 4395:11264145 4277:16512997 4243:: 3–14, 4181:: 1–20, 3793:See also 3788:classes. 3716:NEXPTIME 3616:is also 3455:of size 2723:problem 1690:simpler 1555:differs 1393:for any 875:nonzero. 440:integer 4387:3448348 4341:1810488 3906:1230959 3536:M ≠ FPT 3505:-vertex 3346:W ≠ FPT 3340:W ≠ FPT 2406:-vertex 2225:-vertex 1395:finite 1223:form a 839:is the 603:infimum 468:define 295:WalkSAT 4481:  4448:651703 4446:  4436:  4418:  4393:  4385:  4339:  4297:  4275:  4265:  4112:289357 4110:  4100:  4082:  4037:  3993:  3957:  3933:  3904:  3856:442454 3854:  3844:  3720:P/poly 3532:for M. 3484:in an 3251:P ≠ NP 3018:range 2229:false. 2200:, and 2182:graph 1989:where 1600:every 1133:advice 392:where 245:has a 165:P ≠ NP 34:, the 4444:S2CID 4391:S2CID 4365:arXiv 4337:S2CID 4319:arXiv 4273:S2CID 4245:arXiv 4157:(PDF) 4119:(PDF) 4108:S2CID 4076:(PDF) 3902:S2CID 3852:S2CID 3809:Notes 3714:then 3618:open. 3176:time 2538:time 2466:time 2410:time 2347:time 2260:time 2038:time 1900:true. 1865:then 1557:from 1443:that 1441:such 1292:that 1137:time 1089:time 959:then 921:time 881:time 650:time 520:time 269:take 243:2-SAT 4479:ISBN 4434:ISBN 4295:ISBN 4263:ISBN 4241:6506 4098:ISBN 3931:ISBN 3842:ISBN 3601:> 3590:for 3350:all 3316:< 3305:for 3191:1.74 3172:-SAT 3112:and 3073:-bit 2303:-SUM 2116:one. 1883:> 1848:> 1837:any 1835:for 1819:> 1797:-SAT 1774:-CNF 1711:-CNF 1649:-CNF 1628:any 1611:> 1286:The 835:The 820:< 646:-SAT 516:-SAT 433:-SAT 318:-SAT 199:-SAT 178:The 108:> 4654:gap 4644:gap 4471:doi 4426:doi 4375:doi 4329:doi 4255:doi 4214:doi 4183:doi 4090:doi 4045:doi 4001:doi 3965:doi 3894:doi 3834:doi 3466:log 3174:in 2908:is 2807:is 2725:is 2642:is 2565:OPT 2493:OPT 2258:in 2204:on 2127:SNP 2100:CNF 2002:CNF 1973:CNF 1960:to 1801:if 1417:as 1249:lim 873:is 782:log 219:ors 217:of 215:and 209:in 30:In 4713:: 4477:, 4442:, 4432:, 4424:, 4389:, 4383:MR 4381:, 4373:, 4361:45 4359:, 4335:, 4327:, 4271:, 4261:, 4253:, 4210:72 4208:, 4196:^ 4177:, 4146:; 4133:^ 4106:, 4096:, 4088:, 4056:^ 4043:, 4031:63 4029:, 4012:^ 3999:, 3963:, 3913:^ 3900:, 3850:, 3840:, 3817:^ 2196:, 2192:, 823:1. 54:, 4656:) 4652:( 4646:) 4642:( 4515:e 4508:t 4501:v 4473:: 4428:: 4377:: 4367:: 4331:: 4321:: 4257:: 4247:: 4216:: 4185:: 4179:1 4092:: 4047:: 4003:: 3967:: 3896:: 3876:k 3836:: 3774:A 3750:A 3730:A 3712:, 3700:f 3678:) 3675:n 3672:( 3669:f 3665:/ 3659:n 3655:2 3634:A 3604:1 3598:i 3578:] 3575:i 3572:[ 3567:W 3559:] 3556:i 3553:[ 3548:M 3517:k 3493:n 3472:n 3463:k 3449:; 3437:] 3434:1 3431:+ 3428:i 3425:[ 3420:M 3412:] 3409:i 3406:[ 3401:W 3393:] 3390:i 3387:[ 3382:M 3370:, 3358:i 3342:. 3331:, 3319:1 3313:c 3292:) 3285:c 3281:n 3276:2 3272:( 3269:O 3235:, 3223:k 3200:) 3195:n 3187:( 3184:O 3160:k 3135:) 3132:m 3129:( 3126:o 3122:2 3098:) 3095:m 3092:( 3089:o 3061:m 3038:] 3035:m 3032:, 3029:1 3026:[ 2983:. 2969:) 2966:1 2963:( 2960:O 2956:n 2950:w 2944:) 2938:) 2935:1 2932:( 2929:o 2923:k 2918:( 2893:k 2882:, 2868:) 2865:1 2862:( 2859:O 2855:n 2849:w 2843:) 2837:) 2834:1 2831:( 2828:o 2822:2 2817:( 2800:, 2786:) 2783:1 2780:( 2777:O 2773:n 2767:w 2761:) 2755:) 2752:1 2749:( 2746:o 2740:3 2735:( 2717:, 2703:) 2700:1 2697:( 2694:O 2690:n 2684:w 2678:) 2672:) 2669:1 2666:( 2663:o 2657:2 2652:( 2628:w 2606:. 2594:) 2589:) 2586:1 2583:( 2580:O 2576:n 2570:) 2560:( 2557:O 2553:2 2549:( 2546:O 2534:. 2522:) 2517:) 2514:1 2511:( 2508:O 2504:n 2498:) 2488:( 2485:o 2481:2 2477:( 2474:O 2452:. 2438:) 2435:1 2432:( 2429:o 2423:k 2419:n 2394:k 2383:. 2369:) 2366:k 2363:( 2360:o 2356:n 2333:k 2313:n 2301:k 2296:. 2282:) 2279:k 2276:( 2273:o 2269:n 2246:k 2213:n 2184:k 2178:. 2166:c 2142:n 2138:c 2096:s 2077:. 2065:) 2060:n 2053:2 2049:( 2046:O 1998:s 1987:, 1969:s 1944:k 1940:s 1913:s 1886:0 1878:3 1874:s 1863:, 1851:0 1845:k 1822:0 1814:k 1810:s 1785:k 1762:k 1741:) 1736:n 1729:2 1725:( 1722:O 1699:k 1678:) 1673:n 1666:2 1662:( 1659:O 1637:k 1626:, 1614:0 1590:. 1576:1 1573:+ 1570:k 1566:s 1541:k 1537:s 1516:k 1506:. 1494:) 1491:k 1487:/ 1477:1 1474:( 1465:s 1456:k 1452:s 1415:: 1403:k 1375:s 1352:k 1348:s 1325:. 1313:1 1310:= 1301:s 1274:. 1269:k 1265:s 1253:k 1245:= 1236:s 1208:, 1203:4 1199:s 1195:, 1190:3 1186:s 1173:. 1159:) 1156:n 1153:( 1150:o 1146:2 1125:. 1111:) 1108:n 1105:( 1102:o 1098:2 1073:3 1069:s 1045:i 1020:) 1015:n 1010:i 1001:2 997:( 994:O 972:3 968:s 957:, 943:) 940:n 937:( 934:o 930:2 917:. 903:) 900:n 897:( 894:o 890:2 871:, 857:3 853:s 816:) 810:k 807:2 799:2 795:( 786:2 773:k 769:s 758:, 738:4 734:s 725:3 721:s 699:k 689:. 677:) 672:n 665:2 661:( 658:O 634:k 587:k 583:s 572:. 558:) 555:n 552:( 549:o 546:+ 543:n 538:k 534:s 529:2 504:k 481:k 477:s 466:, 454:3 448:k 421:k 400:n 380:, 375:) 372:1 369:( 366:O 362:n 356:n 351:) 345:k 342:2 334:2 330:( 306:k 281:k 257:k 229:k 187:k 151:. 146:n 141:3 137:s 132:2 111:0 103:3 99:s 76:) 73:n 70:( 67:o 63:2 20:)

Index

Strong exponential time hypothesis
computational complexity theory
computational hardness assumption
Impagliazzo & Paturi (1999)
satisfiability of 3-CNF Boolean formulas
subexponential time
P ≠ NP
Boolean satisfiability problem
Boolean expression
conjunctive normal form
2-SAT
linear time
exponential time
WalkSAT
infimum
conjecture
advice
monotonic sequence
Impagliazzo, Paturi & Zane (2001)
Impagliazzo, Paturi & Zane (2001)
brute-force search
truth assignments
SNP
graph k-colorability
Hamiltonian cycles
maximum cliques
maximum independent sets
vertex cover
k-SUM
feedback arc set

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