Question: Here is a Python function that takes the inputs you described and returns the minimum cost or - 1 if it's not possible: - def

Here is a Python function that takes the inputs you described and returns the minimum cost or -1 if it's not possible:-
def minimize_cost_to_generate_string(S, words, K, costs):
# Dictionary to store the minimum cost for each substring
dp ={}
def min_cost_to_generate(substring):
# Base case: an empty substring can be generated with 0 cost
if not substring:
return 0
# Checking if the cost for the current substring is already calculated
if substring in dp:
return dp[substring]
# Initializing the cost to -1(indicating it's not possible to generate the substring)
min_cost =-1
# Trying to generate the substring by concatenating words
for i in range(K):
word = words[i]
cost = costs[i]
if substring.startswith(word):
# Recursively calculating the cost for the remaining substring
remaining_cost = min_cost_to_generate(substring[len(word):])
# If it's possible to generate the remaining substring, update the minimum cost
if remaining_cost !=-1:
current_cost = cost + remaining_cost
if min_cost ==-1 or current_cost < min_cost:
min_cost = current_cost
# Saving the calculated cost in the dictionary
dp[substring]= min_cost
return min_cost
# Calling the recursive function to find the minimum cost for the entire string S
result = min_cost_to_generate(S)
return result
# Example usage:
S = "abcab"
words =["ab","c", "abc"]
K =3
costs =[1,2,3]
result = minimize_cost_to_generate_string(S, words, K, costs)
print(result)
Explanation
Here the dynamic programming is used to find the minimum cost to generate the given string

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