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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
156:, 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 3226:
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
1219: 2607:. In particular, if the strong exponential time hypothesis is true, then the optimal time bound for finding independent sets on graphs of 4705: 4586: 4550: 4488: 2216:
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
4581: 4132: 4224:; Schudy, Warren (2010), "Faster Algorithms for Feedback Arc Set Tournament, Kemeny Rank Aggregation and Betweenness Tournament", 3751:
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
1121: 153: 40: 4642: 4632: 4458:, Lecture Notes in Computer Science, vol. 6175, Springer-Verlag, pp. 313–325, 4067:, Lecture Notes in Computer Science, vol. 2570, Springer-Verlag, pp. 185–207, 3974:; Paturi, Ramamohan (2009), "The Complexity of Satisfiability of Small Depth Circuits", 4432: 4379: 4353: 4325: 4307: 4261: 4233: 4096: 3890: 3860: 3840: 3758: 3734: 3714: 3684: 3618: 3501: 3477: 3342: 3207: 3144: 3045: 2877: 2612: 2378: 2317: 2297: 2230: 2197: 2150: 2069: 1769: 1746: 1683: 1621: 1500: 1387: 683: 618: 488: 405: 384: 290: 265: 241: 213: 195: 171: 4454:
Dantsin, Evgeny; Wolpert, Alexander (2010), "On moderately exponential time for SAT",
3010: 4480: 4467: 4422: 4283: 4251: 4086: 3919: 3830: 2178: 79:. More precisely, the usual form of the hypothesis asserts the existence of a number 4383: 4265: 4607: 4459: 4414: 4363: 4329: 4317: 4243: 4202: 4171: 4078: 4033: 3989: 3953: 3894: 3882: 3822: 3791: 3247: 2446: 2115: 2073: 259: 231: 4436: 4100: 3918:, EATCS Texts in Theoretical Computer Science, Springer-Verlag, pp. 417–451, 3844: 2287:
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
374:{\displaystyle \left(2-{\frac {2}{k}}\right)^{n}n^{O(1)},} 3790:, showing that a similar exponential gap cannot hold for 2118:
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
3635:that solves Boolean circuit satisfiability in time 3869: 3767: 3743: 3723: 3693: 3671: 3627: 3597: 3571: 3510: 3486: 3465: 3430: 3351: 3312: 3285: 3216: 3193: 3153: 3130: 3091: 3054: 3031: 2964: 2886: 2863: 2781: 2698: 2621: 2587: 2515: 2433: 2387: 2364: 2326: 2306: 2277: 2239: 2206: 2159: 2137: 2095: 2058: 2017: 1997: 1968: 1939: 1912: 1879: 1844: 1815: 1778: 1755: 1734: 1692: 1671: 1630: 1607: 1571: 1536: 1509: 1488:{\displaystyle s_{k}\leq s_{\infty }(1-\alpha /k)} 1487: 1422: 1396: 1374: 1347: 1306: 1267: 1204: 1154: 1106: 1068: 1040: 1013: 967: 938: 898: 852: 816: 739: 692: 670: 627: 606: 582: 553: 497: 476: 447: 414: 393: 373: 299: 274: 250: 222: 180: 144: 104: 71: 3937: 3819:Proc. 14th IEEE Conf. on Computational Complexity 3813: 2965:{\textstyle {\bigl (}k-o(1){\bigr )}^{w}n^{O(1)}} 2864:{\textstyle {\bigl (}2-o(1){\bigr )}^{w}n^{O(1)}} 2782:{\textstyle {\bigl (}3-o(1){\bigr )}^{w}n^{O(1)}} 2699:{\textstyle {\bigl (}2-o(1){\bigr )}^{w}n^{O(1)}} 32: 4697: 4192: 4131: 4061:Combinatorial Optimization — Eureka, You Shrink! 1237: 908:If there existed an algorithm to solve 3-SAT in 4220: 4164:Chicago Journal of Theoretical Computer Science 2603:of several graph problems on graphs of bounded 700:cannot be easier, these numbers are ordered as 238:algorithm, but all known algorithms for larger 210:of variables and their negations) with at most 4453: 1788:in subexponential time as well. Equivalently, 4496: 2932: 2906: 2831: 2805: 2749: 2723: 2666: 2640: 4403:, New York, NY, USA: ACM, pp. 231–240, 3877:-SAT and constraint satisfaction problems", 4158: 3881:, IEEE Computer Society, pp. 410–414, 2992: 740:{\displaystyle s_{3}\leq s_{4}\leq \cdots } 4503: 4489: 16:Unproven computational hardness assumption 4408: 4357: 4311: 4237: 4206: 4175: 4072: 4054: 4027: 3983: 3947: 3909: 4395: 3856: 3755:. Therefore, the existence of algorithm 3612: 3233: 3005:, three subsets of the integers in some 2109: 2096:{\displaystyle s_{\operatorname {CNF} }} 1998:{\displaystyle s_{\operatorname {CNF} }} 1969:{\displaystyle s_{\operatorname {CNF} }} 749:and because of WalkSAT they are at most 401:is the number of variables in the given 37:satisfiability of 3-CNF Boolean formulas 4195:Journal of Computer and System Sciences 4188: 4186: 4016:Journal of Computer and System Sciences 4006: 4004: 4002: 3440:for instance, the problem of finding a 1118:non-uniform exponential time hypothesis 194:in which the input to the problem is a 4698: 4127: 4125: 4123: 3809: 3807: 3555: 3536: 3408: 3389: 3370: 4484: 4228:, Lecture Notes in Computer Science, 4050: 4048: 4046: 2397:dominating sets more quickly than in 1585:Impagliazzo, Paturi & Zane (2001) 1408:Impagliazzo, Paturi & Zane (2001) 4183: 3999: 3905: 3903: 3711:. Williams shows that, if algorithm 3615:shows, if there exists an algorithm 1735:{\displaystyle O(2^{\varepsilon n})} 1672:{\displaystyle O(2^{\varepsilon n})} 484:to be the smallest number such that 4389: 4335: 4295: 4271: 4120: 3804: 3679:for some superpolynomially growing 1014:{\displaystyle O(2^{\delta _{i}n})} 13: 4706:Computational hardness assumptions 4512:Computational hardness assumptions 4446: 4214: 4043: 3963: 3931: 3850: 1905: 1457: 1367: 1293: 1277:strong exponential time hypothesis 1247: 1228: 1205:{\displaystyle s_{3},s_{4},\dots } 286:probabilistic algorithm can solve 14: 4717: 4152: 3900: 1608:{\displaystyle \varepsilon >0} 1323: 29:computational hardness assumption 4551:Decisional composite residuosity 1410:showed, there exists a constant 3916:Parameterized Complexity Theory 2059:{\displaystyle O(2^{\delta n})} 1318: 671:{\displaystyle O(2^{\delta n})} 554:{\displaystyle 2^{s_{k}n+o(n)}} 33:Impagliazzo & Paturi (1999) 21:computational complexity theory 3666: 3660: 3566: 3560: 3547: 3541: 3527:, and the question of whether 3425: 3413: 3400: 3394: 3381: 3375: 3280: 3260: 3188: 3175: 3123: 3117: 3086: 3080: 3026: 3014: 2957: 2951: 2926: 2920: 2856: 2850: 2825: 2819: 2774: 2768: 2743: 2737: 2691: 2685: 2660: 2654: 2582: 2577: 2571: 2558: 2548: 2537: 2510: 2505: 2499: 2486: 2476: 2465: 2426: 2420: 2357: 2351: 2270: 2264: 2053: 2037: 2005:is the infimum of the numbers 1729: 1713: 1666: 1650: 1482: 1462: 1244: 1147: 1141: 1099: 1093: 1008: 985: 931: 925: 891: 885: 665: 649: 546: 540: 363: 357: 192:Boolean satisfiability problem 64: 58: 1: 2334:of them that add to zero) in 1307:{\displaystyle s_{\infty }=1} 680:Because problems with larger 162: 4587:Computational Diffie–Hellman 4464:10.1007/978-3-642-14186-7_27 190:problem is a version of the 7: 4675:Exponential time hypothesis 4248:10.1007/978-3-642-17517-6_3 3994:10.1007/978-3-642-11269-0_6 3958:10.1007/978-3-642-33293-7_4 3781: 3194:{\displaystyle O(1.74^{n})} 1920:of the sequence of numbers 1913:{\displaystyle s_{\infty }} 1640:formula can be replaced by 1375:{\displaystyle s_{\infty }} 1041:{\displaystyle \delta _{i}} 826:exponential time hypothesis 145:{\displaystyle 2^{s_{3}n}.} 25:exponential time hypothesis 10: 4722: 4322:10.1137/1.9781611973082.61 4208:10.1016/j.jcss.2006.04.007 3672:{\displaystyle 2^{n}/f(n)} 2434:{\displaystyle n^{k-o(1)}} 1880:{\displaystyle s_{3}>0} 1816:{\displaystyle s_{k}>0} 1124:) that can solve 3-SAT in 1021:for a sequence of numbers 105:{\displaystyle s_{3}>0} 4685:Planted clique conjecture 4667: 4654:Ring learning with errors 4621: 4595: 4582:Decisional Diffie–Hellman 4564: 4518: 4345:SIAM Journal on Computing 4282:, Springer, p. 555, 3887:10.1109/SFFCS.1999.814612 3286:{\textstyle O(2^{n^{c}})} 2873:and the optimum time for 2708:the optimal time for the 1279:(SETH) is the conjecture 4280:Parameterized Algorithms 4226:Proc. ISAAC 2010, Part I 4083:10.1007/3-540-36478-1_17 3797: 3131:{\displaystyle 2^{o(m)}} 3003:communication complexity 2993:Communication complexity 2601:parameterized complexity 2365:{\displaystyle n^{o(k)}} 2278:{\displaystyle n^{o(k)}} 2187:maximum independent sets 1587:, which shows that, for 1155:{\displaystyle 2^{o(n)}} 1107:{\displaystyle 2^{o(n)}} 939:{\displaystyle 2^{o(n)}} 899:{\displaystyle 2^{o(n)}} 72:{\displaystyle 2^{o(n)}} 4680:Unique games conjecture 4629:Shortest vector problem 4603:External Diffie–Hellman 4419:10.1145/1806689.1806723 3827:10.1109/CCC.1999.766282 3466:{\displaystyle k\log n} 2997:In the three-party set 2169:These problems include 2018:{\displaystyle \delta } 1572:{\displaystyle s_{k+1}} 1423:{\displaystyle \alpha } 1328:It is not possible for 607:{\displaystyle \delta } 448:{\displaystyle k\geq 3} 200:conjunctive normal form 31:that was formulated by 4659:Short integer solution 4639:Closest vector problem 4177:10.4086/cjtcs.1997.001 4038:10.1006/jcss.2001.1774 3871: 3769: 3753:time hierarchy theorem 3745: 3725: 3695: 3673: 3629: 3599: 3598:{\displaystyle i>1} 3573: 3512: 3488: 3467: 3432: 3353: 3314: 3313:{\displaystyle c<1} 3287: 3218: 3195: 3155: 3132: 3093: 3056: 3033: 2966: 2888: 2865: 2783: 2700: 2623: 2589: 2517: 2435: 2389: 2366: 2328: 2308: 2279: 2241: 2208: 2161: 2139: 2097: 2060: 2019: 1999: 1970: 1941: 1914: 1881: 1846: 1845:{\displaystyle k>0} 1817: 1780: 1757: 1736: 1694: 1673: 1632: 1609: 1573: 1538: 1511: 1489: 1424: 1398: 1376: 1349: 1308: 1269: 1206: 1156: 1108: 1070: 1042: 1015: 969: 940: 900: 854: 818: 741: 694: 672: 629: 608: 584: 555: 499: 478: 449: 416: 395: 375: 301: 276: 252: 224: 182: 146: 106: 73: 4546:Quadratic residuosity 4526:Integer factorization 3872: 3770: 3746: 3726: 3696: 3674: 3630: 3600: 3574: 3513: 3489: 3468: 3433: 3354: 3315: 3288: 3244:quasi-polynomial time 3234:Structural complexity 3219: 3196: 3156: 3133: 3094: 3057: 3034: 2967: 2889: 2866: 2791:the optimum time for 2784: 2701: 2624: 2590: 2518: 2436: 2390: 2367: 2329: 2309: 2280: 2242: 2209: 2162: 2140: 2138:{\displaystyle c^{n}} 2110:Other search problems 2098: 2061: 2020: 2000: 1971: 1942: 1940:{\displaystyle s_{k}} 1915: 1882: 1847: 1818: 1781: 1758: 1737: 1695: 1674: 1633: 1610: 1574: 1539: 1537:{\displaystyle s_{k}} 1512: 1490: 1425: 1399: 1377: 1350: 1348:{\displaystyle s_{k}} 1309: 1270: 1207: 1157: 1109: 1071: 1069:{\displaystyle s_{3}} 1043: 1016: 970: 968:{\displaystyle s_{3}} 941: 901: 855: 853:{\displaystyle s_{3}} 819: 742: 695: 673: 630: 609: 585: 583:{\displaystyle s_{k}} 556: 500: 479: 477:{\displaystyle s_{k}} 450: 417: 396: 376: 302: 277: 253: 225: 183: 147: 107: 74: 4649:Learning with errors 4306:, pp. 777–789, 4148:, pp. 1065–1075 4012:Impagliazzo, Russell 3861: 3821:, pp. 237–240, 3815:Impagliazzo, Russell 3759: 3735: 3715: 3685: 3639: 3619: 3583: 3531: 3502: 3478: 3448: 3365: 3343: 3298: 3254: 3208: 3169: 3145: 3106: 3092:{\displaystyle o(m)} 3074: 3046: 3041:nonempty. A trivial 3011: 2901: 2878: 2800: 2718: 2635: 2613: 2531: 2459: 2403: 2379: 2340: 2318: 2298: 2253: 2231: 2198: 2151: 2122: 2080: 2031: 2009: 1982: 1953: 1924: 1897: 1893:The limiting value 1858: 1830: 1794: 1770: 1747: 1707: 1684: 1644: 1622: 1593: 1550: 1521: 1501: 1436: 1414: 1388: 1359: 1332: 1285: 1220: 1170: 1166:Because the numbers 1130: 1082: 1053: 1025: 979: 952: 914: 874: 837: 753: 705: 684: 643: 619: 598: 594:of the real numbers 567: 513: 489: 461: 433: 406: 385: 313: 291: 282:. For instance, the 266: 242: 214: 172: 116: 83: 47: 39:cannot be solved in 3972:Impagliazzo, Russel 3707:is not a subset of 2314:real numbers, find 41:subexponential time 4572:Discrete logarithm 4556:Higher residuosity 4056:Woeginger, Gerhard 3867: 3765: 3741: 3721: 3691: 3669: 3625: 3595: 3569: 3508: 3484: 3463: 3428: 3349: 3310: 3283: 3214: 3191: 3151: 3128: 3089: 3052: 3029: 2986:dependence on the 2984:double exponential 2962: 2884: 2861: 2779: 2696: 2619: 2585: 2513: 2431: 2385: 2362: 2324: 2304: 2275: 2237: 2204: 2179:Hamiltonian cycles 2157: 2135: 2093: 2072:over all possible 2070:brute-force search 2056: 2015: 1995: 1966: 1937: 1910: 1877: 1842: 1813: 1776: 1753: 1732: 1690: 1669: 1628: 1605: 1569: 1534: 1507: 1485: 1420: 1394: 1372: 1345: 1304: 1265: 1251: 1214:monotonic sequence 1202: 1152: 1104: 1066: 1038: 1011: 965: 936: 896: 850: 814: 737: 690: 668: 625: 604: 580: 551: 495: 474: 445: 412: 391: 371: 297: 272: 248: 220: 196:Boolean expression 178: 142: 102: 69: 4693: 4692: 4668:Non-cryptographic 4473:978-3-642-14185-0 4368:10.1137/130947076 4289:978-3-319-21274-6 4257:978-3-642-17516-9 4092:978-3-540-00580-3 3925:978-3-540-29952-3 3870:{\displaystyle k} 3836:978-0-7695-0075-1 3788:Savitch's theorem 3768:{\displaystyle A} 3744:{\displaystyle A} 3724:{\displaystyle A} 3694:{\displaystyle f} 3628:{\displaystyle A} 3511:{\displaystyle k} 3487:{\displaystyle n} 3352:{\displaystyle i} 3217:{\displaystyle k} 3154:{\displaystyle k} 3055:{\displaystyle m} 2980:edge clique cover 2887:{\displaystyle k} 2622:{\displaystyle w} 2556: 2484: 2388:{\displaystyle k} 2327:{\displaystyle k} 2307:{\displaystyle n} 2240:{\displaystyle k} 2207:{\displaystyle n} 2160:{\displaystyle c} 2074:truth assignments 1947:is at most equal 1779:{\displaystyle k} 1756:{\displaystyle k} 1693:{\displaystyle k} 1631:{\displaystyle k} 1510:{\displaystyle k} 1397:{\displaystyle k} 1236: 801: 693:{\displaystyle k} 637:can be solved in 628:{\displaystyle k} 507:can be solved in 498:{\displaystyle k} 415:{\displaystyle k} 394:{\displaystyle n} 336: 300:{\displaystyle k} 275:{\displaystyle k} 251:{\displaystyle k} 223:{\displaystyle k} 181:{\displaystyle k} 35:. It states that 4713: 4608:Sub-group hiding 4519:Number theoretic 4505: 4498: 4491: 4482: 4481: 4476: 4440: 4439: 4412: 4393: 4387: 4386: 4361: 4339: 4333: 4332: 4315: 4299: 4293: 4292: 4275: 4269: 4268: 4241: 4222:Karpinski, Marek 4218: 4212: 4211: 4210: 4201:(8): 1346–1367, 4190: 4181: 4180: 4179: 4156: 4150: 4149: 4147: 4129: 4118: 4117: 4116: 4115: 4109: 4103:, archived from 4076: 4066: 4052: 4041: 4040: 4031: 4008: 3997: 3996: 3987: 3970:Calabro, Chris; 3967: 3961: 3960: 3951: 3935: 3929: 3928: 3907: 3898: 3897: 3876: 3874: 3873: 3868: 3854: 3848: 3847: 3811: 3792:space complexity 3778: 3774: 3772: 3771: 3766: 3750: 3748: 3747: 3742: 3730: 3728: 3727: 3722: 3702: 3700: 3698: 3697: 3692: 3678: 3676: 3675: 3670: 3656: 3651: 3650: 3634: 3632: 3631: 3626: 3608: 3604: 3602: 3601: 3596: 3578: 3576: 3575: 3570: 3559: 3558: 3540: 3539: 3526: 3522: 3518: 3517: 3515: 3514: 3509: 3495: 3493: 3491: 3490: 3485: 3472: 3470: 3469: 3464: 3439: 3437: 3435: 3434: 3429: 3412: 3411: 3393: 3392: 3374: 3373: 3360: 3358: 3356: 3355: 3350: 3336: 3332: 3321: 3319: 3317: 3316: 3311: 3292: 3290: 3289: 3284: 3279: 3278: 3277: 3276: 3248:padding argument 3230: 3225: 3223: 3221: 3220: 3215: 3201: 3200: 3198: 3197: 3192: 3187: 3186: 3162: 3160: 3158: 3157: 3152: 3139: 3137: 3135: 3134: 3129: 3127: 3126: 3100: 3098: 3096: 3095: 3090: 3063: 3061: 3059: 3058: 3053: 3039: 3038: 3036: 3035: 3032:{\displaystyle } 3030: 2989: 2977: 2973: 2971: 2969: 2968: 2963: 2961: 2960: 2942: 2941: 2936: 2935: 2910: 2909: 2895: 2893: 2891: 2890: 2885: 2872: 2870: 2868: 2867: 2862: 2860: 2859: 2841: 2840: 2835: 2834: 2809: 2808: 2790: 2788: 2786: 2785: 2780: 2778: 2777: 2759: 2758: 2753: 2752: 2727: 2726: 2707: 2705: 2703: 2702: 2697: 2695: 2694: 2676: 2675: 2670: 2669: 2644: 2643: 2629: 2628: 2626: 2625: 2620: 2596: 2594: 2592: 2591: 2586: 2581: 2580: 2562: 2561: 2557: 2552: 2524: 2522: 2520: 2519: 2514: 2509: 2508: 2490: 2489: 2485: 2480: 2447:feedback arc set 2442: 2440: 2438: 2437: 2432: 2430: 2429: 2396: 2394: 2392: 2391: 2386: 2373: 2371: 2369: 2368: 2363: 2361: 2360: 2333: 2331: 2330: 2325: 2313: 2311: 2310: 2305: 2291: 2286: 2284: 2282: 2281: 2276: 2274: 2273: 2246: 2244: 2243: 2238: 2226: 2219: 2215: 2213: 2211: 2210: 2205: 2174: 2168: 2166: 2164: 2163: 2158: 2144: 2142: 2141: 2136: 2134: 2133: 2106: 2102: 2100: 2099: 2094: 2092: 2091: 2067: 2065: 2063: 2062: 2057: 2052: 2051: 2024: 2022: 2021: 2016: 2004: 2002: 2001: 1996: 1994: 1993: 1977: 1975: 1973: 1972: 1967: 1965: 1964: 1946: 1944: 1943: 1938: 1936: 1935: 1919: 1917: 1916: 1911: 1909: 1908: 1890: 1886: 1884: 1883: 1878: 1870: 1869: 1853: 1851: 1849: 1848: 1843: 1823: 1822: 1820: 1819: 1814: 1806: 1805: 1787: 1785: 1783: 1782: 1777: 1764: 1762: 1760: 1759: 1754: 1741: 1739: 1738: 1733: 1728: 1727: 1701: 1699: 1697: 1696: 1691: 1678: 1676: 1675: 1670: 1665: 1664: 1639: 1637: 1635: 1634: 1629: 1616: 1614: 1612: 1611: 1606: 1580: 1578: 1576: 1575: 1570: 1568: 1567: 1543: 1541: 1540: 1535: 1533: 1532: 1516: 1514: 1513: 1508: 1496: 1494: 1492: 1491: 1486: 1478: 1461: 1460: 1448: 1447: 1429: 1427: 1426: 1421: 1405: 1403: 1401: 1400: 1395: 1381: 1379: 1378: 1373: 1371: 1370: 1354: 1352: 1351: 1346: 1344: 1343: 1315: 1313: 1311: 1310: 1305: 1297: 1296: 1274: 1272: 1271: 1266: 1261: 1260: 1250: 1232: 1231: 1211: 1209: 1208: 1203: 1195: 1194: 1182: 1181: 1163: 1161: 1159: 1158: 1153: 1151: 1150: 1115: 1113: 1111: 1110: 1105: 1103: 1102: 1075: 1073: 1072: 1067: 1065: 1064: 1047: 1045: 1044: 1039: 1037: 1036: 1020: 1018: 1017: 1012: 1007: 1006: 1002: 1001: 974: 972: 971: 966: 964: 963: 947: 945: 943: 942: 937: 935: 934: 907: 905: 903: 902: 897: 895: 894: 865: 861: 859: 857: 856: 851: 849: 848: 823: 821: 820: 815: 807: 803: 802: 794: 778: 777: 765: 764: 748: 746: 744: 743: 738: 730: 729: 717: 716: 699: 697: 696: 691: 679: 677: 675: 674: 669: 664: 663: 636: 634: 632: 631: 626: 613: 611: 610: 605: 589: 587: 586: 581: 579: 578: 562: 560: 558: 557: 552: 550: 549: 530: 529: 506: 504: 502: 501: 496: 483: 481: 480: 475: 473: 472: 456: 454: 452: 451: 446: 426: 423: 421: 419: 418: 413: 400: 398: 397: 392: 380: 378: 377: 372: 367: 366: 348: 347: 342: 338: 337: 329: 309:in average time 308: 306: 304: 303: 298: 281: 279: 278: 273: 260:exponential time 257: 255: 254: 249: 229: 227: 226: 221: 189: 187: 185: 184: 179: 159: 151: 149: 148: 143: 138: 137: 133: 132: 111: 109: 108: 103: 95: 94: 78: 76: 75: 70: 68: 67: 4721: 4720: 4716: 4715: 4714: 4712: 4711: 4710: 4696: 4695: 4694: 4689: 4663: 4617: 4613:Decision linear 4591: 4565:Group theoretic 4560: 4514: 4509: 4479: 4474: 4449: 4447:Further reading 4444: 4443: 4429: 4410:10.1.1.216.1299 4394: 4390: 4340: 4336: 4300: 4296: 4290: 4276: 4272: 4258: 4219: 4215: 4191: 4184: 4157: 4153: 4145: 4133:Pătraşcu, Mihai 4130: 4121: 4113: 4111: 4107: 4093: 4074:10.1.1.168.5383 4064: 4053: 4044: 4009: 4000: 3968: 3964: 3949:10.1.1.680.8401 3936: 3932: 3926: 3908: 3901: 3862: 3859: 3858: 3855: 3851: 3837: 3812: 3805: 3800: 3784: 3776: 3760: 3757: 3756: 3736: 3733: 3732: 3716: 3713: 3712: 3686: 3683: 3682: 3680: 3652: 3646: 3642: 3640: 3637: 3636: 3620: 3617: 3616: 3613:Williams (2010) 3606: 3584: 3581: 3580: 3554: 3553: 3535: 3534: 3532: 3529: 3528: 3524: 3520: 3503: 3500: 3499: 3497: 3479: 3476: 3475: 3474: 3449: 3446: 3445: 3407: 3406: 3388: 3387: 3369: 3368: 3366: 3363: 3362: 3361: 3344: 3341: 3340: 3338: 3334: 3327: 3299: 3296: 3295: 3293: 3272: 3268: 3267: 3263: 3255: 3252: 3251: 3236: 3228: 3209: 3206: 3205: 3203: 3182: 3178: 3170: 3167: 3166: 3164: 3146: 3143: 3142: 3141: 3113: 3109: 3107: 3104: 3103: 3102: 3075: 3072: 3071: 3070: 3047: 3044: 3043: 3042: 3012: 3009: 3008: 3006: 2995: 2987: 2975: 2947: 2943: 2937: 2931: 2930: 2929: 2905: 2904: 2902: 2899: 2898: 2896: 2879: 2876: 2875: 2874: 2846: 2842: 2836: 2830: 2829: 2828: 2804: 2803: 2801: 2798: 2797: 2795: 2764: 2760: 2754: 2748: 2747: 2746: 2722: 2721: 2719: 2716: 2715: 2713: 2681: 2677: 2671: 2665: 2664: 2663: 2639: 2638: 2636: 2633: 2632: 2630: 2614: 2611: 2610: 2608: 2567: 2563: 2551: 2544: 2540: 2532: 2529: 2528: 2526: 2495: 2491: 2479: 2472: 2468: 2460: 2457: 2456: 2454: 2410: 2406: 2404: 2401: 2400: 2398: 2380: 2377: 2376: 2375: 2347: 2343: 2341: 2338: 2337: 2335: 2319: 2316: 2315: 2299: 2296: 2295: 2294:problem (given 2289: 2260: 2256: 2254: 2251: 2250: 2248: 2232: 2229: 2228: 2225:non-polynomial. 2224: 2217: 2199: 2196: 2195: 2194: 2183:maximum cliques 2172: 2152: 2149: 2148: 2146: 2129: 2125: 2123: 2120: 2119: 2112: 2104: 2087: 2083: 2081: 2078: 2077: 2044: 2040: 2032: 2029: 2028: 2026: 2010: 2007: 2006: 1989: 1985: 1983: 1980: 1979: 1960: 1956: 1954: 1951: 1950: 1948: 1931: 1927: 1925: 1922: 1921: 1904: 1900: 1898: 1895: 1894: 1888: 1865: 1861: 1859: 1856: 1855: 1831: 1828: 1827: 1825: 1801: 1797: 1795: 1792: 1791: 1789: 1771: 1768: 1767: 1766: 1748: 1745: 1744: 1743: 1720: 1716: 1708: 1705: 1704: 1685: 1682: 1681: 1680: 1657: 1653: 1645: 1642: 1641: 1623: 1620: 1619: 1618: 1594: 1591: 1590: 1588: 1557: 1553: 1551: 1548: 1547: 1545: 1528: 1524: 1522: 1519: 1518: 1502: 1499: 1498: 1474: 1456: 1452: 1443: 1439: 1437: 1434: 1433: 1431: 1415: 1412: 1411: 1389: 1386: 1385: 1383: 1366: 1362: 1360: 1357: 1356: 1339: 1335: 1333: 1330: 1329: 1326: 1321: 1292: 1288: 1286: 1283: 1282: 1280: 1256: 1252: 1240: 1227: 1223: 1221: 1218: 1217: 1190: 1186: 1177: 1173: 1171: 1168: 1167: 1137: 1133: 1131: 1128: 1127: 1125: 1089: 1085: 1083: 1080: 1079: 1077: 1060: 1056: 1054: 1051: 1050: 1032: 1028: 1026: 1023: 1022: 997: 993: 992: 988: 980: 977: 976: 959: 955: 953: 950: 949: 921: 917: 915: 912: 911: 909: 881: 877: 875: 872: 871: 869: 863: 844: 840: 838: 835: 834: 833: 793: 786: 782: 773: 769: 760: 756: 754: 751: 750: 725: 721: 712: 708: 706: 703: 702: 701: 685: 682: 681: 656: 652: 644: 641: 640: 638: 620: 617: 616: 615: 599: 596: 595: 574: 570: 568: 565: 564: 525: 521: 520: 516: 514: 511: 510: 508: 490: 487: 486: 485: 468: 464: 462: 459: 458: 434: 431: 430: 428: 424: 407: 404: 403: 402: 386: 383: 382: 353: 349: 343: 328: 321: 317: 316: 314: 311: 310: 292: 289: 288: 287: 267: 264: 263: 243: 240: 239: 215: 212: 211: 173: 170: 169: 168: 165: 157: 128: 124: 123: 119: 117: 114: 113: 90: 86: 84: 81: 80: 54: 50: 48: 45: 44: 27:is an unproven 17: 12: 11: 5: 4719: 4709: 4708: 4691: 4690: 4688: 4687: 4682: 4677: 4671: 4669: 4665: 4664: 4662: 4661: 4656: 4651: 4646: 4636: 4625: 4623: 4619: 4618: 4616: 4615: 4610: 4605: 4599: 4597: 4593: 4592: 4590: 4589: 4584: 4579: 4577:Diffie-Hellman 4574: 4568: 4566: 4562: 4561: 4559: 4558: 4553: 4548: 4543: 4538: 4533: 4528: 4522: 4520: 4516: 4515: 4508: 4507: 4500: 4493: 4485: 4478: 4477: 4472: 4450: 4448: 4445: 4442: 4441: 4427: 4397:Williams, Ryan 4388: 4334: 4294: 4288: 4270: 4256: 4213: 4182: 4151: 4137:Williams, Ryan 4119: 4091: 4042: 4029:10.1.1.66.3717 4022:(4): 512–530, 3998: 3985:10.1.1.331.764 3962: 3930: 3924: 3899: 3866: 3849: 3835: 3802: 3801: 3799: 3796: 3795: 3794: 3783: 3780: 3764: 3740: 3720: 3690: 3668: 3665: 3662: 3659: 3655: 3649: 3645: 3624: 3594: 3591: 3588: 3568: 3565: 3562: 3557: 3552: 3549: 3546: 3543: 3538: 3507: 3483: 3462: 3459: 3456: 3453: 3427: 3424: 3421: 3418: 3415: 3410: 3405: 3402: 3399: 3396: 3391: 3386: 3383: 3380: 3377: 3372: 3348: 3309: 3306: 3303: 3282: 3275: 3271: 3266: 3262: 3259: 3235: 3232: 3213: 3202:for any fixed 3190: 3185: 3181: 3177: 3174: 3150: 3125: 3122: 3119: 3116: 3112: 3088: 3085: 3082: 3079: 3051: 3028: 3025: 3022: 3019: 3016: 2994: 2991: 2959: 2956: 2953: 2950: 2946: 2940: 2934: 2928: 2925: 2922: 2919: 2916: 2913: 2908: 2883: 2858: 2855: 2852: 2849: 2845: 2839: 2833: 2827: 2824: 2821: 2818: 2815: 2812: 2807: 2776: 2773: 2770: 2767: 2763: 2757: 2751: 2745: 2742: 2739: 2736: 2733: 2730: 2725: 2710:dominating set 2693: 2690: 2687: 2684: 2680: 2674: 2668: 2662: 2659: 2656: 2653: 2650: 2647: 2642: 2618: 2584: 2579: 2576: 2573: 2570: 2566: 2560: 2555: 2550: 2547: 2543: 2539: 2536: 2512: 2507: 2504: 2501: 2498: 2494: 2488: 2483: 2478: 2475: 2471: 2467: 2464: 2428: 2425: 2422: 2419: 2416: 2413: 2409: 2384: 2359: 2356: 2353: 2350: 2346: 2323: 2303: 2272: 2269: 2266: 2263: 2259: 2236: 2203: 2156: 2132: 2128: 2111: 2108: 2090: 2086: 2055: 2050: 2047: 2043: 2039: 2036: 2014: 1992: 1988: 1963: 1959: 1934: 1930: 1907: 1903: 1876: 1873: 1868: 1864: 1841: 1838: 1835: 1812: 1809: 1804: 1800: 1775: 1752: 1731: 1726: 1723: 1719: 1715: 1712: 1689: 1668: 1663: 1660: 1656: 1652: 1649: 1627: 1604: 1601: 1598: 1566: 1563: 1560: 1556: 1531: 1527: 1506: 1484: 1481: 1477: 1473: 1470: 1467: 1464: 1459: 1455: 1451: 1446: 1442: 1419: 1393: 1369: 1365: 1342: 1338: 1325: 1324:Satisfiability 1322: 1320: 1317: 1303: 1300: 1295: 1291: 1264: 1259: 1255: 1249: 1246: 1243: 1239: 1235: 1230: 1226: 1201: 1198: 1193: 1189: 1185: 1180: 1176: 1149: 1146: 1143: 1140: 1136: 1101: 1098: 1095: 1092: 1088: 1063: 1059: 1035: 1031: 1010: 1005: 1000: 996: 991: 987: 984: 962: 958: 933: 930: 927: 924: 920: 893: 890: 887: 884: 880: 847: 843: 813: 810: 806: 800: 797: 792: 789: 785: 781: 776: 772: 768: 763: 759: 736: 733: 728: 724: 720: 715: 711: 689: 667: 662: 659: 655: 651: 648: 624: 603: 577: 573: 548: 545: 542: 539: 536: 533: 528: 524: 519: 494: 471: 467: 444: 441: 438: 411: 390: 370: 365: 362: 359: 356: 352: 346: 341: 335: 332: 327: 324: 320: 296: 271: 247: 219: 177: 164: 161: 141: 136: 131: 127: 122: 101: 98: 93: 89: 66: 63: 60: 57: 53: 15: 9: 6: 4: 3: 2: 4718: 4707: 4704: 4703: 4701: 4686: 4683: 4681: 4678: 4676: 4673: 4672: 4670: 4666: 4660: 4657: 4655: 4652: 4650: 4647: 4644: 4640: 4637: 4634: 4630: 4627: 4626: 4624: 4620: 4614: 4611: 4609: 4606: 4604: 4601: 4600: 4598: 4594: 4588: 4585: 4583: 4580: 4578: 4575: 4573: 4570: 4569: 4567: 4563: 4557: 4554: 4552: 4549: 4547: 4544: 4542: 4539: 4537: 4534: 4532: 4529: 4527: 4524: 4523: 4521: 4517: 4513: 4506: 4501: 4499: 4494: 4492: 4487: 4486: 4483: 4475: 4469: 4465: 4461: 4457: 4452: 4451: 4438: 4434: 4430: 4428:9781450300506 4424: 4420: 4416: 4411: 4406: 4402: 4398: 4392: 4385: 4381: 4377: 4373: 4369: 4365: 4360: 4355: 4351: 4347: 4346: 4338: 4331: 4327: 4323: 4319: 4314: 4309: 4305: 4298: 4291: 4285: 4281: 4274: 4267: 4263: 4259: 4253: 4249: 4245: 4240: 4235: 4231: 4227: 4223: 4217: 4209: 4204: 4200: 4196: 4189: 4187: 4178: 4173: 4169: 4165: 4161: 4155: 4144: 4143: 4138: 4134: 4128: 4126: 4124: 4110:on 2020-09-30 4106: 4102: 4098: 4094: 4088: 4084: 4080: 4075: 4070: 4063: 4062: 4057: 4051: 4049: 4047: 4039: 4035: 4030: 4025: 4021: 4017: 4013: 4007: 4005: 4003: 3995: 3991: 3986: 3981: 3977: 3973: 3966: 3959: 3955: 3950: 3945: 3941: 3934: 3927: 3921: 3917: 3913: 3912:Grohe, Martin 3906: 3904: 3896: 3892: 3888: 3884: 3880: 3864: 3853: 3846: 3842: 3838: 3832: 3828: 3824: 3820: 3816: 3810: 3808: 3803: 3793: 3789: 3786: 3785: 3779: 3762: 3754: 3738: 3718: 3710: 3706: 3688: 3663: 3657: 3653: 3647: 3643: 3622: 3614: 3609: 3592: 3589: 3586: 3563: 3550: 3544: 3505: 3481: 3460: 3457: 3454: 3451: 3443: 3422: 3419: 3416: 3403: 3397: 3384: 3378: 3346: 3330: 3324: 3307: 3304: 3301: 3273: 3269: 3264: 3257: 3249: 3245: 3241: 3231: 3211: 3183: 3179: 3172: 3148: 3120: 3114: 3110: 3099:communication 3083: 3077: 3067: 3049: 3023: 3020: 3017: 3004: 3000: 2990: 2985: 2981: 2954: 2948: 2944: 2938: 2923: 2917: 2914: 2911: 2881: 2853: 2847: 2843: 2837: 2822: 2816: 2813: 2810: 2794: 2771: 2765: 2761: 2755: 2740: 2734: 2731: 2728: 2711: 2688: 2682: 2678: 2672: 2657: 2651: 2648: 2645: 2616: 2606: 2602: 2597: 2574: 2568: 2564: 2553: 2545: 2541: 2534: 2502: 2496: 2492: 2481: 2473: 2469: 2462: 2452: 2448: 2443: 2423: 2417: 2414: 2411: 2407: 2382: 2354: 2348: 2344: 2321: 2301: 2293: 2267: 2261: 2257: 2234: 2223:problems are 2220: 2201: 2192: 2188: 2184: 2180: 2176: 2175:-colorability 2154: 2130: 2126: 2117: 2107: 2088: 2084: 2075: 2071: 2048: 2045: 2041: 2034: 2012: 1990: 1986: 1961: 1957: 1932: 1928: 1901: 1891: 1874: 1871: 1866: 1862: 1839: 1836: 1833: 1810: 1807: 1802: 1798: 1773: 1750: 1724: 1721: 1717: 1710: 1687: 1661: 1658: 1654: 1647: 1625: 1602: 1599: 1596: 1586: 1581: 1564: 1561: 1558: 1554: 1529: 1525: 1504: 1479: 1475: 1471: 1468: 1465: 1453: 1449: 1444: 1440: 1417: 1409: 1391: 1363: 1340: 1336: 1316: 1301: 1298: 1289: 1278: 1262: 1257: 1253: 1241: 1233: 1224: 1215: 1199: 1196: 1191: 1187: 1183: 1178: 1174: 1164: 1144: 1138: 1134: 1123: 1119: 1096: 1090: 1086: 1061: 1057: 1033: 1029: 1003: 998: 994: 989: 982: 960: 956: 928: 922: 918: 888: 882: 878: 866: 845: 841: 831: 827: 811: 808: 804: 798: 795: 790: 787: 783: 779: 774: 770: 766: 761: 757: 734: 731: 726: 722: 718: 713: 709: 687: 660: 657: 653: 646: 622: 601: 593: 575: 571: 543: 537: 534: 531: 526: 522: 517: 492: 469: 465: 442: 439: 436: 409: 388: 368: 360: 354: 350: 344: 339: 333: 330: 325: 322: 318: 294: 285: 269: 261: 245: 237: 233: 217: 209: 205: 202:(that is, an 201: 197: 193: 175: 160: 155: 139: 134: 129: 125: 120: 99: 96: 91: 87: 61: 55: 51: 42: 38: 34: 30: 26: 22: 4674: 4455: 4400: 4391: 4352:(1): 67–83, 4349: 4343: 4337: 4303: 4297: 4279: 4273: 4229: 4225: 4216: 4198: 4194: 4167: 4163: 4160:Feige, Uriel 4154: 4141: 4112:, retrieved 4105:the original 4060: 4019: 4015: 3975: 3965: 3939: 3933: 3915: 3910:Flum, Jörg; 3878: 3852: 3818: 3610: 3519:is complete 3442:vertex cover 3325: 3237: 3229:computation. 3138:computation, 2999:disjointness 2996: 2598: 2444: 2221: 2191:vertex cover 2113: 1892: 1582: 1327: 1319:Implications 1276: 1165: 1117: 867: 825: 207: 203: 166: 24: 18: 4536:RSA problem 3496:graph with 3001:problem in 2976:hypothesis. 2793:maximum cut 2451:tournaments 2449:problem on 236:linear time 158:complexity. 4541:Strong RSA 4531:Phi-hiding 4114:2011-03-31 3498:parameter 2988:parameter. 2982:must have 2609:treewidth 2177:, finding 1517:for which 830:conjecture 614:for which 590:to be the 163:Definition 4405:CiteSeerX 4359:1203.1754 4313:1007.5450 4239:1006.4396 4069:CiteSeerX 4024:CiteSeerX 3980:CiteSeerX 3944:CiteSeerX 3681:function 3551:⊆ 3458:⁡ 3404:⊆ 3385:⊆ 3204:constant 3066:bitvector 2915:− 2894:-coloring 2814:− 2732:− 2649:− 2605:treewidth 2415:− 2147:constant 2145:for some 2103:to equal 2046:δ 2013:δ 1906:∞ 1722:ε 1659:ε 1597:ε 1472:α 1469:− 1458:∞ 1450:≤ 1418:α 1368:∞ 1355:to equal 1294:∞ 1248:∞ 1245:→ 1229:∞ 1200:… 1030:δ 995:δ 791:− 780:⁡ 767:≤ 735:⋯ 732:≤ 719:≤ 658:δ 602:δ 440:≥ 427:For each 425:instance. 326:− 4700:Category 4622:Lattices 4596:Pairings 4384:11264145 4266:16512997 4232:: 3–14, 4170:: 1–20, 3782:See also 3777:classes. 3705:NEXPTIME 3605:is also 3444:of size 2712:problem 1679:simpler 1544:differs 1382:for any 864:nonzero. 429:integer 4376:3448348 4330:1810488 3895:1230959 3525:M ≠ FPT 3494:-vertex 3335:W ≠ FPT 3329:W ≠ FPT 2395:-vertex 2214:-vertex 1384:finite 1212:form a 828:is the 592:infimum 457:define 284:WalkSAT 4470:  4437:651703 4435:  4425:  4407:  4382:  4374:  4328:  4286:  4264:  4254:  4101:289357 4099:  4089:  4071:  4026:  3982:  3946:  3922:  3893:  3845:442454 3843:  3833:  3709:P/poly 3521:for M. 3473:in an 3240:P ≠ NP 3007:range 2218:false. 2189:, and 2171:graph 1978:where 1589:every 1122:advice 381:where 234:has a 154:P ≠ NP 23:, the 4433:S2CID 4380:S2CID 4354:arXiv 4326:S2CID 4308:arXiv 4262:S2CID 4234:arXiv 4146:(PDF) 4108:(PDF) 4097:S2CID 4065:(PDF) 3891:S2CID 3841:S2CID 3798:Notes 3703:then 3607:open. 3165:time 2527:time 2455:time 2399:time 2336:time 2249:time 2027:time 1889:true. 1854:then 1546:from 1432:that 1430:such 1281:that 1126:time 1078:time 948:then 910:time 870:time 639:time 509:time 258:take 232:2-SAT 4468:ISBN 4423:ISBN 4284:ISBN 4252:ISBN 4230:6506 4087:ISBN 3920:ISBN 3831:ISBN 3590:> 3579:for 3339:all 3305:< 3294:for 3180:1.74 3161:-SAT 3101:and 3062:-bit 2292:-SUM 2105:one. 1872:> 1837:> 1826:any 1824:for 1808:> 1786:-SAT 1763:-CNF 1700:-CNF 1638:-CNF 1617:any 1600:> 1275:The 824:The 809:< 635:-SAT 505:-SAT 422:-SAT 307:-SAT 188:-SAT 167:The 97:> 4643:gap 4633:gap 4460:doi 4415:doi 4364:doi 4318:doi 4244:doi 4203:doi 4172:doi 4079:doi 4034:doi 3990:doi 3954:doi 3883:doi 3823:doi 3455:log 3163:in 2897:is 2796:is 2714:is 2631:is 2554:OPT 2482:OPT 2247:in 2193:on 2116:SNP 2089:CNF 1991:CNF 1962:CNF 1949:to 1790:if 1406:as 1238:lim 862:is 771:log 208:ors 206:of 204:and 198:in 19:In 4702:: 4466:, 4431:, 4421:, 4413:, 4378:, 4372:MR 4370:, 4362:, 4350:45 4348:, 4324:, 4316:, 4260:, 4250:, 4242:, 4199:72 4197:, 4185:^ 4166:, 4135:; 4122:^ 4095:, 4085:, 4077:, 4045:^ 4032:, 4020:63 4018:, 4001:^ 3988:, 3952:, 3902:^ 3889:, 3839:, 3829:, 3806:^ 2185:, 2181:, 812:1. 43:, 4645:) 4641:( 4635:) 4631:( 4504:e 4497:t 4490:v 4462:: 4417:: 4366:: 4356:: 4320:: 4310:: 4246:: 4236:: 4205:: 4174:: 4168:1 4081:: 4036:: 3992:: 3956:: 3885:: 3865:k 3825:: 3763:A 3739:A 3719:A 3701:, 3689:f 3667:) 3664:n 3661:( 3658:f 3654:/ 3648:n 3644:2 3623:A 3593:1 3587:i 3567:] 3564:i 3561:[ 3556:W 3548:] 3545:i 3542:[ 3537:M 3506:k 3482:n 3461:n 3452:k 3438:; 3426:] 3423:1 3420:+ 3417:i 3414:[ 3409:M 3401:] 3398:i 3395:[ 3390:W 3382:] 3379:i 3376:[ 3371:M 3359:, 3347:i 3331:. 3320:, 3308:1 3302:c 3281:) 3274:c 3270:n 3265:2 3261:( 3258:O 3224:, 3212:k 3189:) 3184:n 3176:( 3173:O 3149:k 3124:) 3121:m 3118:( 3115:o 3111:2 3087:) 3084:m 3081:( 3078:o 3050:m 3027:] 3024:m 3021:, 3018:1 3015:[ 2972:. 2958:) 2955:1 2952:( 2949:O 2945:n 2939:w 2933:) 2927:) 2924:1 2921:( 2918:o 2912:k 2907:( 2882:k 2871:, 2857:) 2854:1 2851:( 2848:O 2844:n 2838:w 2832:) 2826:) 2823:1 2820:( 2817:o 2811:2 2806:( 2789:, 2775:) 2772:1 2769:( 2766:O 2762:n 2756:w 2750:) 2744:) 2741:1 2738:( 2735:o 2729:3 2724:( 2706:, 2692:) 2689:1 2686:( 2683:O 2679:n 2673:w 2667:) 2661:) 2658:1 2655:( 2652:o 2646:2 2641:( 2617:w 2595:. 2583:) 2578:) 2575:1 2572:( 2569:O 2565:n 2559:) 2549:( 2546:O 2542:2 2538:( 2535:O 2523:. 2511:) 2506:) 2503:1 2500:( 2497:O 2493:n 2487:) 2477:( 2474:o 2470:2 2466:( 2463:O 2441:. 2427:) 2424:1 2421:( 2418:o 2412:k 2408:n 2383:k 2372:. 2358:) 2355:k 2352:( 2349:o 2345:n 2322:k 2302:n 2290:k 2285:. 2271:) 2268:k 2265:( 2262:o 2258:n 2235:k 2202:n 2173:k 2167:. 2155:c 2131:n 2127:c 2085:s 2066:. 2054:) 2049:n 2042:2 2038:( 2035:O 1987:s 1976:, 1958:s 1933:k 1929:s 1902:s 1875:0 1867:3 1863:s 1852:, 1840:0 1834:k 1811:0 1803:k 1799:s 1774:k 1751:k 1730:) 1725:n 1718:2 1714:( 1711:O 1688:k 1667:) 1662:n 1655:2 1651:( 1648:O 1626:k 1615:, 1603:0 1579:. 1565:1 1562:+ 1559:k 1555:s 1530:k 1526:s 1505:k 1495:. 1483:) 1480:k 1476:/ 1466:1 1463:( 1454:s 1445:k 1441:s 1404:: 1392:k 1364:s 1341:k 1337:s 1314:. 1302:1 1299:= 1290:s 1263:. 1258:k 1254:s 1242:k 1234:= 1225:s 1197:, 1192:4 1188:s 1184:, 1179:3 1175:s 1162:. 1148:) 1145:n 1142:( 1139:o 1135:2 1114:. 1100:) 1097:n 1094:( 1091:o 1087:2 1062:3 1058:s 1034:i 1009:) 1004:n 999:i 990:2 986:( 983:O 961:3 957:s 946:, 932:) 929:n 926:( 923:o 919:2 906:. 892:) 889:n 886:( 883:o 879:2 860:, 846:3 842:s 805:) 799:k 796:2 788:2 784:( 775:2 762:k 758:s 747:, 727:4 723:s 714:3 710:s 688:k 678:. 666:) 661:n 654:2 650:( 647:O 623:k 576:k 572:s 561:. 547:) 544:n 541:( 538:o 535:+ 532:n 527:k 523:s 518:2 493:k 470:k 466:s 455:, 443:3 437:k 410:k 389:n 369:, 364:) 361:1 358:( 355:O 351:n 345:n 340:) 334:k 331:2 323:2 319:( 295:k 270:k 246:k 218:k 176:k 140:. 135:n 130:3 126:s 121:2 100:0 92:3 88:s 65:) 62:n 59:( 56:o 52:2

Index

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
tournaments

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