Define NP-complete in your own words.

Q: What is boosting? State why it may improve the accuracy of decision tree induction.

A: Boosting is a method used in machine learning to reduce errors in predictive data analysis. It is…

Q: Explain why is it that just showing the decision version of the 0/1 Knapsack problem is NP- Complete…

A: i give this answer in next step

Q: Prove that 8-SAT is NP-complete. Prove that 7-SAT is NP-hard

A: SAT NP-Complete:   There are two parts to the evidence because there are two parts to the definition…

Q: Suppose Professor Weise described a deterministic algorithm that runs in polynomial time for a known…

A: Here Option B is Correct B. The class NP would be equal to the class P

Q: Write all Propositions for Complexity Reduction?

A: The answer to the question is given below

Q: eterministic finite automaton for a regular expression: ((b(abab)+)*|(a[ab]?)*) Apply the algorithm,…

A: Task : Given the regular expression : ((b(abab)+)*|(a[ab]?)*)

Q: The sentence ~(POQ) is false if and only if

A: P Q P ⊃ Q T T T T F F F T T F F T ~~(P ⊃ Q) = (P ⊃ Q) Hence, ~~(P ⊃ Q) is false when P is…

Q: Draw the diagram of the DFA (Deterministic finite automaton), which recognizes the entries that do…

A: DFA diagram :--

Q: Even brute force algorithms cannot solve NP-problems. O True O False

A: We are asked if brute force algorithm can solve NP-problems or not. First let's understand what are…

Q: Consider the following sentences of a knowledge base, and prove the given Goal/conclusion using…

A: Resolution is a method of proving theorems by contradiction.  There is a need for it if several…

Q: Explain the concepts of intractability and NP-completeness List some well-known NP-complete problems…

A: NOTE: According to guidelines, we can only solve one problem at a time. Hence re-submit the question…

Q: Algorithm: Minimal-Comparability_Completion (MCC)

A: algorithm for minimal comparability completion is:-

Q: If we do polynomial reduction from problem A into problem B, and we know A is in NP, what are the…

A: Defined the given statement P,NP,NPC or NP hard

Q: A differential private algorithm should not be a deterministic algorithm.

A: True  ______ As differentially private means u should predict the output so it should not be…

Q: Solver is guaranteed to solve certain types of non-linear programming models. True or False

A: The given statement is "True".

Q: 2. Can someone help with this problem Prove that the following problem is NP-hard and determine…

A: P(polynomial)  problem: P problems refer to problems where an algorithm would take a polynomial…

Q: Show that L= {(») | q is a Boolean formula with at least 2 satisfying assignments} is NP-hard.

A: To determine NP-hard problem, the Boolean satisfiability problem can be decomposed to the halting…

Q: Develop an admissible heuristic to solve the Maze problem?(Any Kinds of Problem that you know

A: Admissible heuristic In IT, particularly for path-screen algorithms, a heuristic function is…

Q: 2. Implement the following dataset in python for finding the hypothesis using candidate Elimination…

A: Algorithm: For each training example d, do: If d is positive example Remove from G any hypothesis h…

Q: point out the ten bottlenecks of the decision tree induction algorithms.

A: A bottleneck happens when the limit of an application or a PC framework is restricted by a solitary…

Q: How is an NP issue defined using the Turing machine?

A: Here have to determine about the Turing machine is used to define an NP problem.

Q: The Dining Philosopher’s Problem is a standard test case for evaluating approaches to implementing:

A: Given: The Dining Philosopher’s Problem is a standard test case for evaluating approaches to…

Q: (b) Construct a decision tree from the given dataset. Chest Pain Good Blood Circulation Block…

A: Decision tree uses the tree representation to help us out for decision making for the given data I…

Q: Cook's theorem proved the first NP-hard and first NP-complete problem which is the problem. C-SAT…

A: Cook's theorem proved :

Q: We use machine learning to solve problems if they satisfy three conditions. What are these…

A: Machine learning is an application of Artificial Intelligence to solve a complex problems.

Q: [a] Prove that the "Bin Packing Problem" (BPP) is NP-Complete. Like the rest of the exam, you may…

A: According to the Bartelby guidelines we are suppose to  answer one question at a time. Kindly repost…

Q: Write a nondeterministic finite automaton for a regular expression: (b(abab)+)*|(a[ab]?)*

A: NFA: (Nondeterministic finite automata): In automata theory, Finite-state machine which is called as…

Q: right answer

A: The shortest common supersequence refers to a sequence in which each data item of both of the…

Q: Suppose Professor Weine described a deterministic algorithm that runs in polynomial time for a known…

A: According to the information given:- We have to choose the correct option to satisfy  the statement.…

Q: Prove or Disprove: 1. Suppose L₁, L2₂ C {0,1}* are NL-Complete languages. Then L₁ 2. Suppose L₁, L2…

A: “Since you have asked multiple questions, we will solve the first question for you. If you want any…

Q: Problems that can be solved in polynomial time are called decision problems tractable intractable…

A: Problems that can be solved in polynomial time is known as?

Q: Show that the following problem belongs to NP class: we are given a set S of integer numbers and an…

A: Answer is given below-

Q: "If search heuristic H1(s) is admissible and heuristic H2(s) is not admissible, then H3(s) =…

A: If search heuristic H1(s) is admissible H2(s) is not admissible,then H3(s)=min(H1(s),H2(s))will be…

Q: iscrete math problem: Is the set of odd negative integers finite, countably infinite, or…

A: GIven:-  Set of odd negative integers    so here we have to find out that set of odd negative…

Q: (a) Show that if A and B are both in NP then so is An B.

A: The solution for the above given question is given below:

Q: Why does the class P is contained in NP?

A: Refer to step 2 for the answer.

Q: Random Foresta and Ensemble Learning with your own sentences.

A: Random forest Learning method which uses many decission tree to find out the solution. Decision is…

Q: Can NP problem can be reduced If NPC S P, then P = NP. Is it true?

A: Below NP problem can be reduced

Q: Show that if P = NP, then "if the language A on the alphabet 2 is not NP-hard, then A=Φ or A= Σ…

A: NP-hard is at least as hard as any NP-problem.

Q: Formal language  Given the following regular expression (RE): 00*11*01 Convert the RE to a…

A: Given the  regular expression (RE):   00*11*01

Q: A problem that can be solved in polynomial time by some non-deterministic algorithms is in class.…

A: While doing programming in any programming language, you need to use various variables to store…

Q: Even brute force algorithms cannot solve NP-problems True False

A: I have given an answer in step 2.

Q: The maximum of N admissible heuristics is ?(regards to artificial intelligence)

A:

Q: Choose the most specific complexity class for a decision problem with the following characteristics:…

A: Given question are multiple choice question questions so we provide detailed explanation below step.

Q: Solve the Theory of Automata Problem :-   L3=(ab+ba)* L2=b(a+b)* find :- L3∩L2

A: Given two languages, need to find the concatenation of two languages. L3 = (ab+ba)*L2 = b(a+b)* Need…

Q: write a contrapositive proof

A:

Q: 2. Consider the language DOUBLE-SAT, all of the boolean expressions with at least two satisfying…

A: Consider the expression: F = (~x ^ y ) v ( x ^ ~y ) where , ^ = AND and ~ means compliment. Then F…