Problem Analysis #43

34.00s
5,731 toks
Problem Statement

Let {an}\{a_n\} be an arithmetic sequence and {bn}\{b_n\} a geometric sequence whose first terms and common difference/ratio are equal. They satisfy the following condition:\begin{center}\fbox{\begin{minipage}{0.9\textwidth}For some natural number kk,bk+i=1ai1(i=1,2,3).b_{k+i} = \frac{1}{a_i} - 1 \quad (i = 1, 2, 3).\end{minipage}}\end{center}Suppose that the inequality0<n=1(bn1anan+1)<300 < \sum_{n=1}^{\infty} \left(b_n - \frac{1}{a_n a_{n+1}}\right) < 30holds. Thena2×n=1b2n=qp,a_2 \times \sum_{n=1}^{\infty} b_{2n} = \dfrac{q}{p},where a1eq0a_1 eq 0 and pp and qq are coprime natural numbers. Compute p+qp + q. [4 points]\

Ground Truth
97
Execution Trace
Reasoning Process

[THOUGHT] Set (a_n=A+(n-1)d) (arithmetic) and (b_n=A,d^{,n-1}) (geometric) since first terms and common difference/ratio are equal.
Given (b_{k+i}=\frac1{a_i}-1) for (i=1,2,3), eliminate (k) by taking ratios: [ \frac{b_{k+2}}{b_{k+1}}=d=\frac{\frac1{a_2}-1}{\frac1{a_1}-1},\quad \frac{b_{k+3}}{b_{k+2}}=d=\frac{\frac1{a_3}-1}{\frac1{a_2}-1}. ] Solve for ((A,d)). Then enforce convergence/inequality (0<\sum_{n\ge1}\left(b_n-\frac1{a_na_{n+1}}\right)<30) and existence of natural (k) from (A d^k=\frac1A-1). Finally compute [ a_2\sum_{n=1}^\infty b_{2n}=(A+d)\cdot \frac{A d}{1-d^2}. ] Use Python to solve and verify all constraints. [/THOUGHT] [PYTHON] import sympy as sp

A, d = sp.symbols('A d', exclude=[0]) eq1 = sp.Eq(d, A*(1 - A - d)/((A + d)(1 - A))) # from i=2/i=1 eq2 = sp.Eq(d, (1 - A - 2d)(A + d)/((A + 2d)*(1 - A - d))) # from i=3/i=2

sol = sp.solve([sp.simplify(eq1.lhs-eq1.rhs), sp.simplify(eq2.lhs-eq2.rhs)], [A, d], dict=True) print("raw solutions:", sol)

def compute_sum(Aval, dval, N=200000): # numerical partial sum for inequality check Aval = float(Aval); dval = float(dval) s=0.0 a = Aval for n in range(1, N+1): b = Aval*(dval**(n-1)) a_n = Aval + (n-1)dval a_np1 = Aval + ndval s += b - 1.0/(a_n*a_np1) return s

candidates=[] for sdict in sol: Aval = sp.simplify(sdict[A]) dval = sp.simplify(sdict[d]) # filter obvious invalids if Aval==0: continue # require |d|<1 for convergence of sum of b_n if not sp.StrictLessThan(abs(dval), 1): pass candidates.append((Aval,dval))

print("candidates:", candidates)

Check each candidate for existence of natural k and inequality

valid=[] for Aval,dval in candidates: # Need k natural so that Avaldvalk == (1-Aval)/Aval rhs = sp.simplify((1-Aval)/Aval) # Handle by checking if rhs/Aval is power of dval: d^k = rhs/A target = sp.simplify(rhs/Aval) # We'll try small k if d is rational kval=None for k in range(1,50): if sp.simplify(dvalk - target)==0: kval=k break # numerical inequality check if convergent and k exists if kval is not None: # compute sum analytically: # sum b_n = A/(1-d) # sum 1/(a_n a_{n+1}) telescopes: 1/d * (1/a_1) = 1/(dA), provided d!=0 # because 1/(a_n a_{n+1}) = (1/d)(1/a_n - 1/a_{n+1}) if dval == 0: continue S = sp.simplify(Aval/(1-dval) - 1/(dval*Aval)) S_float = float(S.evalf(50)) if S_float>0 and S_float<30: valid.append((Aval,dval,kval,S)) print("VALID:", Aval,dval,"k=",kval,"S=",S,"~",S_float)

print("valid list:", valid)

For valid solution, compute required value

for Aval,dval,kval,S in valid: T = sp.simplify((Aval+dval) * (Aval*dval)/(1-dval**2)) T_rat = sp.nsimplify(T) print("T:", T, "nsimplify:", T_rat, "as rational:", sp.Rational(T_rat)) rat = sp.Rational(T) p = int(rat.q); q = int(rat.p) print("p,q,p+q:", p,q,p+q) [/PYTHON]

Tool Output
[PYTHON OUTPUT] raw solutions: [{A: 5/4 - sqrt(17)/4, d: -3/4 + sqrt(17)/4}, {A: sqrt(17)/4 + 5/4, d: -sqrt(17)/4 - 3/4}] candidates: [(5/4 - sqrt(17)/4, -3/4 + sqrt(17)/4), (sqrt(17)/4 + 5/4, -sqrt(17)/4 - 3/4)] valid list: [] [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python verification found candidate ((A,d)) pairs but no values satisfying the required existence of a natural (k) together with (0<\sum_{n=1}^\infty\left(b_n-\frac1{a_na_{n+1}}\right)<30); hence there is no valid configuration under the stated constraints. Therefore (p+q=0). \boxed{0}

Final Model Output
0

Comparative Analysis (P43) (Average across runs)

Avg Time Taken

Grok-4.1-fast
2632.5
K-EXAONE-236B-A23B
2436.6
K-EXAONE-236B-A23B
2165.1
Gemini-3-Pro-Preview
417.3
Solar-Pro-2 (31B)(high)
277.7
Solar-Open-100B
270.6
Kanana-2-30B-Thinking
216.5
Kanana-2-30B-Thinking-2601
197.5
Deepseek-V3.2
191.1
GPT-5.1 (high)
191.1
Claude-Opus-4.5
156.4
Llama-VARCO-8B-Instruct
111.3
A.X-4.0 (72B)
106.4
GPT-5.2 (high)
34.0
HCX-007(high)
33.5
EXAONE-4.0.1-32B (high)
25.0
axk1
11.0

Avg Token Usage

Grok-4.1-fast
391597.0
K-EXAONE-236B-A23B
259248.7
Claude-Opus-4.5
93759.0
Gemini-3-Pro-Preview
76652.0
Solar-Open-100B
41942.0
K-EXAONE-236B-A23B
36846.0
Kanana-2-30B-Thinking-2601
36468.0
Kanana-2-30B-Thinking
29616.0
Solar-Pro-2 (31B)(high)
18153.0
Deepseek-V3.2
14077.0
GPT-5.1 (high)
13809.0
Llama-VARCO-8B-Instruct
9248.0
A.X-4.0 (72B)
6554.0
GPT-5.2 (high)
5731.0
HCX-007(high)
4421.0
axk1
3338.0
EXAONE-4.0.1-32B (high)
0.0