• computer science, PPAD ("Polynomial Parity Arguments on Directed graphs") is a complexity class introduced by Christos Papadimitriou in 1994. PPAD is a subclass...
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  • Goldwasser. The complexity of decision versus search. SIAM Journal on Computing, Vol. 23, No. 1, February 1994. Daskalakis, Costis (2015). "22. PPAD". MIT OpenCourseWare...
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  • that introduced PPAD and PPA. PPP contains both PPAD and PWPP (polynomial weak pigeonhole principle) as subclasses. These complexity classes are of particular...
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  • is reducible to that problem. PPAD is defined in a similar way to PPA, except that it is defined on directed graphs. PPAD is a subclass of PPA. This is...
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  • This is a list of PPAD-complete problems. Sperner's lemma Brouwer fixed-point theorem Kakutani fixed-point theorem Nash equilibrium Core of Balanced Games...
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  • Combinatorial game theory measures game complexity in several ways: State-space complexity (the number of legal game positions from the initial position)...
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  • TFNP (category Complexity classes)
    Hollender, Alexandros; Savani, Rahul (11 November 2020). "The Complexity of Gradient Descent: CLS = PPAD ∩ PLS". arXiv:2011.01929 [cs.CC]. Thieme, Nick (2021-08-17)...
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  • equilibria for one-shot finite games, a problem which lies in the PPAD complexity class. The practical consequence of this is that no efficient (polynomial-time)...
    28 KB (3,650 words) - 17:29, 10 November 2024
  • Additionally, if iO and one-way functions exist, then problems in the PPAD complexity class are provably hard. However, indistinguishability obfuscation...
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  • Thumbnail for List of complexity classes
    of complexity classes in computational complexity theory. For other computational and complexity subjects, see list of computability and complexity topics...
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  • in such a sparse game is PPAD-hard, and that there does not exist a fully polynomial-time approximation scheme unless PPAD is in P. In symmetric games...
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  • algorithms for finding equilibria. Of special importance is the complexity class PPAD, which includes many problems in algorithmic game theory. Mechanism...
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  • that a complexity class called CLS (Continuous Local Search) is equal to the intersection of PPAD and PLS. Equilibria, fixed points, and complexity classes:...
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  • polynomial (the problem is PPAD-hard even with goods), it runs fast on random instances. It also proves that the problem is in PPAD, the solutions are rational-valued...
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  • Sperner's lemma), and therefore it is PPAD-complete. This implies that computing an approximate fixed-point is PPAD-complete even for very simple functions...
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  • utilities, computing a CE is PPAD-hard. Their proof shows also that this market-equilibrium problem does not have an FPTAS unless PPAD is contained in P. When...
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  • problem does not have a fully polynomial-time approximation scheme, unless PPAD ⊆ P. On the other hand, there are algorithms for finding an approximate equilibrium...
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  • Thumbnail for Sperner's lemma
    was first studied by Christos Papadimitriou. He introduced a complexity class called PPAD, which contains this as well as related problems (such as finding...
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  • Thumbnail for Handshaking lemma
    He defined the complexity class PPA to encapsulate problems such as this one; a closely related class defined on directed graphs, PPAD, has attracted...
    29 KB (3,598 words) - 02:01, 24 April 2025
  • Thumbnail for Tic-tac-toe
    positions (the state space complexity) or the 26,830 possible games up to rotations and reflections (the game tree complexity) on this space. If played...
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    chess, backgammon, tic-tac-toe, and Go, with decision trees varying in complexity—from the compact tree of tic-tac-toe to the vast, unmappable tree of chess...
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  • hard or even complete for some complexity class C {\displaystyle C} , in particular NP-hard (but often also PSPACE-hard, PPAD-hard, etc.). This means that...
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  • unless PPAD is in P. Chen and Teng proved PPAD-hardness in a Fisher market with SPLC utilities. Chaudhury, Garg, McGlaughlin and Mehta proved PPAD-hardness...
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  • Chess Fully solving chess remains elusive, and it is speculated that the complexity of the game may preclude it ever being solved. Through retrograde computer...
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  • Other Topics Bertrand paradox Chainstore paradox Computational complexity of games Helly metric Multi-agent system PPAD-complete...
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  • solved at least weakly. Calculated estimates of game-tree complexity and state-space complexity of chess exist which provide a bird's eye view of the computational...
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  • (does not depend on n). Then, finding an ε-approximate consensus-halving is PPAD-hard, which is theoretically weaker than PPA-hard. The proof is by reduction...
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  • Thumbnail for Paradox of tolerance
    Other Topics Bertrand paradox Chainstore paradox Computational complexity of games Helly metric Multi-agent system PPAD-complete...
    25 KB (2,902 words) - 18:51, 23 May 2025
  • Thumbnail for Implicit graph
    way may not necessarily be NP-complete, as it is unknown whether PPA = NP. PPAD is an analogous class defined on implicit directed graphs that has attracted...
    23 KB (2,839 words) - 17:41, 20 March 2025
  • Other Topics Bertrand paradox Chainstore paradox Computational complexity of games Helly metric Multi-agent system PPAD-complete...
    27 KB (3,815 words) - 06:36, 2 June 2025