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115 lines
3.5 KiB
115 lines
3.5 KiB
5 months ago
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from sympy.core import Mul
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from sympy.core.function import count_ops
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from sympy.core.traversal import preorder_traversal, bottom_up
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from sympy.functions.combinatorial.factorials import binomial, factorial
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from sympy.functions import gamma
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from sympy.simplify.gammasimp import gammasimp, _gammasimp
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from sympy.utilities.timeutils import timethis
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@timethis('combsimp')
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def combsimp(expr):
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r"""
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Simplify combinatorial expressions.
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Explanation
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===========
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This function takes as input an expression containing factorials,
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binomials, Pochhammer symbol and other "combinatorial" functions,
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and tries to minimize the number of those functions and reduce
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the size of their arguments.
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The algorithm works by rewriting all combinatorial functions as
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gamma functions and applying gammasimp() except simplification
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steps that may make an integer argument non-integer. See docstring
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of gammasimp for more information.
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Then it rewrites expression in terms of factorials and binomials by
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rewriting gammas as factorials and converting (a+b)!/a!b! into
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binomials.
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If expression has gamma functions or combinatorial functions
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with non-integer argument, it is automatically passed to gammasimp.
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Examples
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========
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>>> from sympy.simplify import combsimp
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>>> from sympy import factorial, binomial, symbols
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>>> n, k = symbols('n k', integer = True)
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>>> combsimp(factorial(n)/factorial(n - 3))
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n*(n - 2)*(n - 1)
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>>> combsimp(binomial(n+1, k+1)/binomial(n, k))
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(n + 1)/(k + 1)
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"""
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expr = expr.rewrite(gamma, piecewise=False)
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if any(isinstance(node, gamma) and not node.args[0].is_integer
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for node in preorder_traversal(expr)):
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return gammasimp(expr);
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expr = _gammasimp(expr, as_comb = True)
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expr = _gamma_as_comb(expr)
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return expr
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def _gamma_as_comb(expr):
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"""
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Helper function for combsimp.
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Rewrites expression in terms of factorials and binomials
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"""
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expr = expr.rewrite(factorial)
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def f(rv):
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if not rv.is_Mul:
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return rv
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rvd = rv.as_powers_dict()
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nd_fact_args = [[], []] # numerator, denominator
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for k in rvd:
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if isinstance(k, factorial) and rvd[k].is_Integer:
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if rvd[k].is_positive:
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nd_fact_args[0].extend([k.args[0]]*rvd[k])
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else:
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nd_fact_args[1].extend([k.args[0]]*-rvd[k])
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rvd[k] = 0
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if not nd_fact_args[0] or not nd_fact_args[1]:
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return rv
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hit = False
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for m in range(2):
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i = 0
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while i < len(nd_fact_args[m]):
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ai = nd_fact_args[m][i]
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for j in range(i + 1, len(nd_fact_args[m])):
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aj = nd_fact_args[m][j]
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sum = ai + aj
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if sum in nd_fact_args[1 - m]:
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hit = True
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nd_fact_args[1 - m].remove(sum)
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del nd_fact_args[m][j]
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del nd_fact_args[m][i]
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rvd[binomial(sum, ai if count_ops(ai) <
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count_ops(aj) else aj)] += (
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-1 if m == 0 else 1)
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break
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else:
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i += 1
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if hit:
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return Mul(*([k**rvd[k] for k in rvd] + [factorial(k)
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for k in nd_fact_args[0]]))/Mul(*[factorial(k)
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for k in nd_fact_args[1]])
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return rv
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return bottom_up(expr, f)
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