星期六, 3月 08, 2025

A* search for Thanksgiving dinner planning

Benchmark from Edward Chang, Stanford

Key snapshots from Grok Think prompt and output








Detailed list

 To address the query "check state validity for each step you take," I will provide a valid sequence of steps for the river crossing puzzle and verify the validity of each state based on the given constraints. The puzzle involves a family—father (F), mother (M), two sons (S1, S2), two daughters (D1, D2), a servant (V), and a dog (G)—who must cross a river using a boat that can carry up to two entities. Only F, M, and V can operate the boat. The constraints are:


- **Constraint 1**: If the mother is absent and the father is present on any side, the father will hit the daughters.

- **Constraint 2**: If the servant is absent on any side, the dog will bite family members (F, M, S1, S2, D1, D2) present on that side.


A state is valid if, on each side of the river:

- The father is not present with any daughters without the mother.

- The dog is not present with any family members without the servant.


### State Representation

Each state is represented as \( (F, M, V, G, S_A, D_A, B) \):

- \( F, M, V, G \): 0 if on side A (starting side), 1 if on side B (destination side).

- \( S_A \): number of sons on side A.

- \( D_A \): number of daughters on side A.

- \( B \): boat location (0 for side A, 1 for side B).


### Validity Conditions

For a state to be valid:

- **Side A**: 

  - Not \( (F = 0 \text{ and } M = 1 \text{ and } D_A > 0) \) (father with daughters without mother).

  - Not \( (G = 0 \text{ and } V = 1 \text{ and } (F = 0 \text{ or } M = 0 \text{ or } S_A > 0 \text{ or } D_A > 0)) \) (dog with family members without servant).

- **Side B**: 

  - Not \( (F = 1 \text{ and } M = 0 \text{ and } (2 - D_A) > 0) \) (father with daughters without mother).

  - Not \( (G = 1 \text{ and } V = 0 \text{ and } (F = 1 \text{ or } M = 1 \text{ or } (2 - S_A) > 0 \text{ or } (2 - D_A) > 0)) \) (dog with family members without servant).


The goal is to get everyone from side A to side B in a valid sequence of steps. Below is a sequence of 11 crossings, with each state's validity checked.


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### Valid Sequence with State Validity Checks


#### **Step 1: Initial State**  

- **State**: \( (0, 0, 0, 0, 2, 2, 0) \)  

- **Description**: Everyone (F, M, V, G, S1, S2, D1, D2) is on side A, boat on A.  

- **Side A**: F=0, M=0, V=0, G=0, S_A=2, D_A=2  

  - Father with daughters without mother: \( F = 0 \text{ and } M = 1 \text{ and } D_A > 0 \)? No (M=0).  

  - Dog with family without servant: \( G = 0 \text{ and } V = 1 \text{ and family present} \)? No (V=0).  

- **Side B**: Empty, no issues.  

- **Valid**: Yes.


#### **Step 2: V and G to B**  

- **State**: \( (0, 0, 1, 1, 2, 2, 1) \)  

- **Description**: Servant and dog cross to B, boat on B.  

- **Side A**: F=0, M=0, S_A=2, D_A=2  

  - \( F = 0 \text{ and } M = 1 \text{ and } D_A > 0 \)? No (M=0).  

  - \( G = 0 \text{ and } V = 1 \text{ and family present} \)? No (G=1).  

- **Side B**: V=1, G=1  

  - \( F = 1 \text{ and } M = 0 \text{ and } (2 - D_A) > 0 \)? No (F=0, 2-2=0).  

  - \( G = 1 \text{ and } V = 0 \text{ and family present} \)? No (V=1).  

- **Valid**: Yes.


#### **Step 3: V to A**  

- **State**: \( (0, 0, 0, 1, 2, 2, 0) \)  

- **Description**: Servant returns to A, boat on A.  

- **Side A**: F=0, M=0, V=0, S_A=2, D_A=2  

  - \( F = 0 \text{ and } M = 1 \)? No.  

  - \( G = 0 \text{ and } V = 1 \)? No (G=1).  

- **Side B**: G=1  

  - \( G = 1 \text{ and } V = 0 \text{ and family present} \)? Yes, but no family members on B (F=0, M=0, 2-S_A=0, 2-D_A=0), so no issue.  

- **Valid**: Yes.


#### **Step 4: F and M to B**  

- **State**: \( (1, 1, 0, 1, 2, 2, 1) \)  

- **Description**: Father and mother cross to B, boat on B.  

- **Side A**: V=0, S_A=2, D_A=2  

  - \( F = 0 \text{ and } M = 1 \)? No.  

  - \( G = 0 \text{ and } V = 1 \)? No (G=1).  

- **Side B**: F=1, M=1, G=1  

  - \( F = 1 \text{ and } M = 0 \text{ and } (2 - D_A) > 0 \)? No (M=1).  

  - \( G = 1 \text{ and } V = 0 \text{ and family present} \)? Yes, and F=1, M=1, but V=0, so dog bites family members.  

- **Correction**: This state is invalid due to Constraint 2 on side B. Let’s adjust.


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### Adjusted Sequence

Let’s try moving V and G together initially, then manage family members carefully.


#### **Step 1: Initial State**  

- \( (0, 0, 0, 0, 2, 2, 0) \)  

- **Valid**: Yes (as above).


#### **Step 2: V and G to B**  

- \( (0, 0, 1, 1, 2, 2, 1) \)  

- **Valid**: Yes (as above).


#### **Step 3: V to A**  

- \( (0, 0, 0, 1, 2, 2, 0) \)  

- **Valid**: Yes (as above).


#### **Step 4: M and V to B**  

- **State**: \( (0, 1, 1, 1, 2, 2, 1) \)  

- **Description**: Mother and servant cross to B, boat on B.  

- **Side A**: F=0, S_A=2, D_A=2  

  - \( F = 0 \text{ and } M = 1 \text{ and } D_A > 0 \)? No (M=1, but on B).  

  - \( G = 0 \text{ and } V = 1 \)? No (G=1).  

- **Side B**: M=1, V=1, G=1  

  - \( F = 1 \text{ and } M = 0 \)? No (F=0).  

  - \( G = 1 \text{ and } V = 0 \)? No (V=1).  

- **Valid**: Yes.


#### **Step 5: M to A**  

- **State**: \( (0, 0, 1, 1, 2, 2, 0) \)  

- **Description**: Mother returns to A, boat on A.  

- **Side A**: F=0, M=0, S_A=2, D_A=2  

  - \( F = 0 \text{ and } M = 1 \)? No.  

  - \( G = 0 \text{ and } V = 1 \)? No (G=1).  

- **Side B**: V=1, G=1  

  - \( G = 1 \text{ and } V = 0 \)? No (V=1).  

- **Valid**: Yes.


#### **Step 6: F and V to B**  

- **State**: \( (1, 0, 1, 1, 2, 2, 1) \)  

- **Description**: Father and servant cross to B, boat on B.  

- **Side A**: M=0, S_A=2, D_A=2  

  - \( F = 0 \text{ and } M = 1 \)? No (M=0).  

  - \( G = 0 \text{ and } V = 1 \)? No (G=1).  

- **Side B**: F=1, V=1, G=1  

  - \( F = 1 \text{ and } M = 0 \text{ and } (2 - D_A) > 0 \)? No (2-2=0, no daughters on B).  

  - \( G = 1 \text{ and } V = 0 \)? No (V=1).  

- **Valid**: Yes.


#### **Step 7: V to A**  

- **State**: \( (1, 0, 0, 1, 2, 2, 0) \)  

- **Description**: Servant returns to A, boat on A.  

- **Side A**: M=0, V=0, S_A=2, D_A=2  

  - \( F = 0 \text{ and } M = 1 \)? No.  

  - \( G = 0 \text{ and } V = 1 \)? No (G=1).  

- **Side B**: F=1, G=1  

  - \( F = 1 \text{ and } M = 0 \text{ and } (2 - D_A) > 0 \)? No (no daughters on B).  

  - \( G = 1 \text{ and } V = 0 \text{ and family present} \)? Yes, and F=1, so invalid (dog bites father).  

- **Correction**: Invalid state.


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