Problem Analysis #3

Deepseek-R1-distill-Qwen-32B (high) · Run 1

212.65s
5,645 toks
Problem Statement
find a4+b4+c4 for natural numbers a,b,c satisfying the following equations.{a+b+c=151a2+b2+c2=10939a3+b3+c3=957871\begin{aligned} &\text{find } a^4+b^4+c^4 \text{ for natural numbers } a,b,c \text{ satisfying the following equations.} \\ &\begin{cases} a+b+c = 151 \\ a^{2}+b^{2}+c^{2} = 10939 \\ a^{3}+b^{3}+c^{3} = 957871 \end{cases} \end{aligned}
Ground Truth
89909683
Execution Trace
Reasoning Process
<think> Okay, I need to find $a^4 + b^4 + c^4$ where $a$, $b$, and $c$ are natural numbers satisfying the given system of equations:
  1. a+b+c=151a + b + c = 151
  2. a2+b2+c2=10939a^2 + b^2 + c^2 = 10939
  3. a3+b3+c3=957871a^3 + b^3 + c^3 = 957871

Hmm, I remember that there are formulas relating sums of powers and symmetric sums. Maybe I can use Newton's identities or some recursive relations to find higher power sums.

First, let me recall the relationships between elementary symmetric sums and power sums. The elementary symmetric sums for three variables aa, bb, cc are:

  • s1=a+b+cs_1 = a + b + c
  • s2=ab+bc+acs_2 = ab + bc + ac
  • s3=abcs_3 = abc

I already know s1=151s_1 = 151. I can find s2s_2 using the formula for the sum of squares:

a2+b2+c2=s122s2a^2 + b^2 + c^2 = s_1^2 - 2s_2

Plugging in the known values:

10939=(151)22s210939 = (151)^2 - 2s_2 Calculate 1512151^2 which is 22801.

So, 10939=228012s210939 = 22801 - 2s_2 Rearranging: 2s2=2280110939=118622s_2 = 22801 - 10939 = 11862 Thus, s2=5931s_2 = 5931

Next, I need to find s3s_3. For that, I can use the sum of cubes formula:

a3+b3+c3=s133s1s2+3s3a^3 + b^3 + c^3 = s_1^3 - 3s_1s_2 + 3s_3

Plugging in known values:

957871=(151)331515931+3s3957871 = (151)^3 - 3*151*5931 + 3s_3

First, compute 1513151^3. Let's calculate that step by step.

151 * 151 = 22801 22801 * 151: Let me break it down: 22801 * 100 = 2,280,100 22801 * 50 = 1,140,050 22801 * 1 = 22,801 Adding them together: 2,280,100 + 1,140,050 = 3,420,150; plus 22,801 gives 3,442,951.

So, s13=3,442,951s_1^3 = 3,442,951

Now compute 3s1s23s_1s_2: 3 * 151 * 5931

First, 151 * 5931: Let me calculate that. 150 * 5931 = 889,650 1 * 5931 = 5,931 Total is 889,650 + 5,931 = 895,581

Multiply by 3: 895,581 * 3 = 2,686,743

So now the equation becomes:

957,871=3,442,9512,686,743+3s3957,871 = 3,442,951 - 2,686,743 + 3s_3

Calculate 3,442,9512,686,7433,442,951 - 2,686,743: Subtracting step by step: 3,442,951 minus 2,000,000 is 1,442,951 Minus 686,743: Let's compute 1,442,951 - 686,743.

Subtracting: 1,442,951 - 600,000 = 842,951 Minus 86,743: 842,951 - 80,000 = 762,951; minus 6,743 is 756,208.

So, 3s3=957,871756,2083s_3 = 957,871 - 756,208

Wait, no. The equation is:

957,871=(3,442,9512,686,743)+3s3957,871 = (3,442,951 - 2,686,743) + 3s_3 Which simplifies to: 957,871=756,208+3s3957,871 = 756,208 + 3s_3

So, 3s3=957,871756,208=201,6633s_3 = 957,871 - 756,208 = 201,663 Thus, s3=67,221s_3 = 67,221

Now I have all the elementary symmetric sums:

  • s1=151s_1 = 151
  • s2=5931s_2 = 5931
  • s3=67221s_3 = 67221

Next, to find a4+b4+c4a^4 + b^4 + c^4, I can use the recursive formula for power sums. The general formula is:

pk=s1pk1s2pk2+s3pk3p_k = s_1 p_{k-1} - s_2 p_{k-2} + s_3 p_{k-3}

Where pk=ak+bk+ckp_k = a^k + b^k + c^k.

We already know:

  • p1=151p_1 = 151
  • p2=10939p_2 = 10939
  • p3=957871p_3 = 957871

We need to find p4p_4. Using the formula:

p4=s1p3s2p2+s3p1p_4 = s_1 p_3 - s_2 p_2 + s_3 p_1

Plugging in the values:

p4=151957871593110939+67221151p_4 = 151 * 957871 - 5931 * 10939 + 67221 * 151

Let me compute each term separately.

First term: 151957,871151 * 957,871 Calculate that: I can use Python to compute this accurately.

Second term: 593110,9395931 * 10,939 Again, using Python for precise calculation.

Third term: 67,22115167,221 * 151

So, I'll write a Python code snippet to calculate each of these terms and then sum them up with the appropriate signs. </think>

[THOUGHT] To find a4+b4+c4a^4 + b^4 + c^4, we can use the recursive formula for power sums involving symmetric sums. We already have s1=151s_1 = 151, s2=5931s_2 = 5931, and s3=67221s_3 = 67221 from previous calculations. Using these, we apply the formula:

p4=s1p3s2p2+s3p1p_4 = s_1 p_3 - s_2 p_2 + s_3 p_1

Where p1=151p_1 = 151, p2=10939p_2 = 10939, and p3=957871p_3 = 957871. We'll compute each term step by step using Python to ensure accuracy. [/THOUGHT] [PYTHON] s1 = 151 s2 = 5931 s3 = 67221

p1 = s1 p2 = 10939 p3 = 957871

Calculate p4 using the recursive formula

term1 = s1 * p3 term2 = s2 * p2 term3 = s3 * p1

p4 = term1 - term2 + term3

print(p4)

Tool Output
[PYTHON OUTPUT] 89909683 [/PYTHON OUTPUT]
Reasoning Process
<think> Okay, so I've been given a problem where I need to find $a^4 + b^4 + c^4$ for natural numbers $a$, $b$, and $c$ that satisfy three equations:
  1. a+b+c=151a + b + c = 151
  2. a2+b2+c2=10939a^2 + b^2 + c^2 = 10939
  3. a3+b3+c3=957871a^3 + b^3 + c^3 = 957871

I remember from algebra that there are formulas connecting sums of powers, and maybe I can use those to find the fourth powers without knowing each individual number.

First, I think about Newton's identities, which relate power sums to elementary symmetric sums. The elementary symmetric sums for three variables aa, bb, and cc are:

  • e1=a+b+ce_1 = a + b + c
  • e2=ab+bc+cae_2 = ab + bc + ca
  • e3=abce_3 = abc

I already know e1=151e_1 = 151. I need to find e2e_2 and e3e_3.

To find e2e_2, I can use the formula that relates the sum of squares to these symmetric sums:

a2+b2+c2=e122e2a^2 + b^2 + c^2 = e_1^2 - 2e_2

Plugging in the known values:

10939=(151)22e210939 = (151)^2 - 2e_2

Calculating 1512151^2 gives me 22801. So,

10939=228012e210939 = 22801 - 2e_2

Subtracting 22801 from both sides:

1093922801=2e210939 - 22801 = -2e_2 11862=2e2-11862 = -2e_2

Dividing both sides by -2:

e2=5931e_2 = 5931

Now, I need to find e3e_3. For that, I can use the sum of cubes formula:

a3+b3+c3=e133e1e2+3e3a^3 + b^3 + c^3 = e_1^3 - 3e_1e_2 + 3e_3

Plugging in the known values:

957871=(151)33(151)(5931)+3e3957871 = (151)^3 - 3(151)(5931) + 3e_3

First, calculate 1513151^3. I know that 1503=3,375,000150^3 = 3,375,000, so adding the extra:

1513=(150+1)3=1503+3(150)2(1)+3(150)(1)2+13=3,375,000+67,500+450+1=3,442,951151^3 = (150 + 1)^3 = 150^3 + 3(150)^2(1) + 3(150)(1)^2 + 1^3 = 3,375,000 + 67,500 + 450 + 1 = 3,442,951

Now, calculate 3e1e23e_1e_2:

3×151×59313 \times 151 \times 5931

First, multiply 151 and 5931:

I can break this down: 150 * 5931 = 889,650 and 1 * 5931 = 5,931. Adding them together gives 889,650 + 5,931 = 895,581.

Then multiply by 3: 895,581 * 3 = 2,686,743

So now the equation becomes:

957,871=3,442,9512,686,743+3e3957,871 = 3,442,951 - 2,686,743 + 3e_3

Calculating 3,442,9512,686,7433,442,951 - 2,686,743:

Subtracting step by step:

3,442,951 -2,686,743 = (3,442,951 - 2,000,000) = 1,442,951 Then subtract 686,743: 1,442,951 - 686,743 = 756,208

So now:

957,871=756,208+3e3957,871 = 756,208 + 3e_3

Subtracting 756,208 from both sides:

957,871756,208=3e3957,871 - 756,208 = 3e_3 201,663=3e3201,663 = 3e_3

Dividing by 3:

e3=67,221e_3 = 67,221

Now that I have e1=151e_1 = 151, e2=5931e_2 = 5931, and e3=67,221e_3 = 67,221, I can find a4+b4+c4a^4 + b^4 + c^4 using the recursive formula for power sums.

The general formula for pk=ak+bk+ckp_k = a^k + b^k + c^k in terms of elementary symmetric sums is:

p4=e1p3e2p2+e3p1p_4 = e_1 p_3 - e_2 p_2 + e_3 p_1

Plugging in the known values:

p4=151×957,8715931×10,939+67,221×151p_4 = 151 \times 957,871 - 5931 \times 10,939 + 67,221 \times 151

Calculating each term step by step.

First term: 151×957,871151 \times 957,871

I can compute this as:

150×957,871=143,680,650150 \times 957,871 = 143,680,650 Plus 1×957,871=957,8711 \times 957,871 = 957,871 Total: 143,680,650 + 957,871 = 144,638,521

Second term: 5931×10,9395931 \times 10,939

Breaking this down:

5000×10,939=54,695,0005000 \times 10,939 = 54,695,000 931×10,939931 \times 10,939: Let's compute 900 * 10,939 = 9,845,100 and 31 * 10,939 = 339,109. Adding these gives 9,845,100 + 339,109 = 10,184,209 Total: 54,695,000 + 10,184,209 = 64,879,209

Third term: 67,221×15167,221 \times 151

Calculating:

67,221×150=10,083,15067,221 \times 150 = 10,083,150 Plus 67,221×1=67,22167,221 \times 1 = 67,221 Total: 10,083,150 + 67,221 = 10,150,371

Now, putting it all together:

p4=144,638,52164,879,209+10,150,371p_4 = 144,638,521 - 64,879,209 + 10,150,371

First, subtract: 144,638,52164,879,209=79,759,312144,638,521 - 64,879,209 = 79,759,312 Then add: 79,759,312+10,150,371=89,909,68379,759,312 + 10,150,371 = 89,909,683

So, a4+b4+c4=89,909,683a^4 + b^4 + c^4 = 89,909,683 </think>

The value of a4+b4+c4a^4 + b^4 + c^4 is 89909683\boxed{89909683}.

Final Model Output
89909683

Comparative Analysis (P3) (Average across runs)

Avg Time Taken

Gemma-3-27B
624.5
Deepseek-R1-distill-Qwen-32B (high)
376.5
Solar-Open-100B
235.8
Gemini-3-Pro-Preview
86.5
GPT-oss-20B (high)
82.9
HCX-007(high)
57.3
Solar-Pro-2 (31B)(high)
54.4
Deepseek-V3.2
45.5
Kanana-2-30B-Thinking
38.7
Llama-VARCO-8B-Instruct
36.7
A.X-4.0 (72B)
30.8
Kanana-2-30B-Thinking-2601
22.8
Qwen3-30B-A3B-2507
20.6
Grok-4.1-fast
20.6
Claude-Opus-4.5
15.2
K-EXAONE-236B-A23B
11.3
GPT-5.1 (high)
11.1
EXAONE-4.0.1-32B (high)
4.2

Avg Token Usage

Gemma-3-27B
23,460
GPT-oss-20B (high)
16,002
Gemini-3-Pro-Preview
13,339
Deepseek-R1-distill-Qwen-32B (high)
9,093
Solar-Pro-2 (31B)(high)
8,507
Kanana-2-30B-Thinking
7,200
Solar-Open-100B
7,061
Kanana-2-30B-Thinking-2601
6,457
HCX-007(high)
6,416
A.X-4.0 (72B)
5,856
Grok-4.1-fast
5,727
Qwen3-30B-A3B-2507
4,674
K-EXAONE-236B-A23B
4,387
Llama-VARCO-8B-Instruct
4,383
Claude-Opus-4.5
4,040
EXAONE-4.0.1-32B (high)
3,538
Deepseek-V3.2
3,144
GPT-5.1 (high)
2,966