What are the different types of induction heuristics?

1 Answer

Answer :

There are two different types of induction heuristics. They are:

i. Require-link heuristics.

ii. Forbid-link heuristics.

Related questions

Description : What is Induction heuristics? 

Last Answer : Descriptions from positive and negative examples. 

Description : A series of Artificial Intelligence systems, developed by Pat Langley to explore the role of heuristics in scientific discovery is ________ a) RAMD b) BACON c) MIT d) DU

Last Answer : b) BACON

Description : Heuristics estimation technique depends on A. educated guess B. prior experience C. Common sense D. All of the above

Last Answer : D. All of the above

Description : Which of the following statements is incorrect? A. You should leverage the 5W (+1H) technique to plan and design a dashboard. B. Google Data Studio, Kilpfolio, and Tableau are some tools ... your dashboards. D. Designing an effective dashboard (or report) is similar to developing a website.

Last Answer : C. You should provide usability-related (heuristics) recommendations without actual data in your dashboards

Description : Define constructive induction algorithm.

Last Answer :  Algorithms that can generate new predicates are called constructive induction algorithms. 

Description : Evolutionary computation is A . Combining different types of method or information B. Approach to the design of learning algorithms that is structured along the lines of the theory of evolution. C. ... the knowledge of an expert formulated in terms of if-then rules. D . None of these

Last Answer : B. Approach to the design of learning algorithms that is structured along the lines of the theory of evolution.

Description : Expert systems A . Combining different types of method or information B. Approach to the design of learning algorithms that is structured along the lines of the theory of evolution C. an information base ... the knowledge of an expert formulated in terms of if-then rules D . None of these

Last Answer : C. an information base filled with the knowledge of an expert formulated in terms of if-then rules

Description : What are the different types of planning?

Last Answer : The different types of planning are as follows: i. Situation space planning. ii. Progressive planning. iii. Regressive planning. iv. Partial order planning. v. Fully instantiated planning.

Description : What are the different types of problem?

Last Answer :  Single state problem, multiple state problems, Contingency problem, Exploration problem. 

Description : How many types of 3-D image processing techniques are there in image perception? a) 3 b) 4 c) 5 d) 6

Last Answer : c) 5

Description : How many types of image processing techniques are there in image perception? a) 1 b) 2 c) 3 d) 4

Last Answer : c) 3

Description : Pick out the correct option about the types of parsing. a) Top-down and bottom-up parsing b) Interpretation and communication c) Roll-up and roll-down d) None of the mentioned

Last Answer : a) Top-down and bottom-up parsing

Description : How many types are available in machine learning? a) 1 b) 2 c) 3 d) 4

Last Answer : c) 3

Description : How many types of random variables are available? a) 1 b) 2 c) 3 d) 4

Last Answer : c) 3

Description : How many types of recognition are there in artificial intelligence? a) 1 b) 2 c) 3 d) 4

Last Answer : c) 3

Description : How many types of quantification are available in artificial intelligence? a) 1 b) 2 c) 3 d) 4

Last Answer : b) 2

Description : What are the two basic types of inferences? a) Reduction to propositional logic, Manipulate rules directly b) Reduction to propositional logic, Apply modus ponen c) Apply modus ponen, Manipulate rules directly

Last Answer : a) Reduction to propositional logic, Manipulate rules directly

Description : There exist only two types of quantifiers, Universal Quantification and Existential Quantification. a) True b) False

Last Answer : a) True

Description : How many types are available in uninformed search method? a) 3 b) 4 c) 5 d) 6

Last Answer : c) 5

Description : What are the 2 types of learning A. Improvised and unimprovised B. supervised and unsupervised C. Layered and unlayered D. None of the above

Last Answer : B. supervised and unsupervised

Description : How many types are available in machine learning? a) 1 b) 2 c) 3 d) 4

Last Answer : c) 3

Description : How many types of random variables are available? a) 1 b) 2 c) 3 d) 4

Last Answer : c) 3

Description : What are the types of machine translation?

Last Answer : i. Rough translation  ii. Restricted source translation  iii. Pre edited translation  iv. Literacy translation

Description : What are the types of information extraction systems?

Last Answer : i. Attribute based system  ii. Relational based system

Description : What are the types of clustering technique?

Last Answer : i. Agglomerative clustering  ii. K-means clustering 

Description : What are the types of evaluation of IR systems?

Last Answer : i. Recall ii. Precision

Description : What are the types of smoothing?

Last Answer : i. Add one smoothing. ii. Linear Interpolation Smoothing

Description : What are the types of Ambiguity?

Last Answer : i. Lexical Ambiguity  ii. Syntactic Ambiguity  iii. Semantic Ambiguity

Description : What are the types of parsing?

Last Answer : i. Top down parsing  ii. Bottom up parsing

Description : What are the types of machine learning?

Last Answer : i. Supervised Learning  ii. Unsupervised Learning  iii. Reinforcement Learning

Description : What are the 2 types of processes?

Last Answer : i. Discrete events – it have definite structure  ii. Liquid events - Categories of events with process.

Description : What are the 2 types of frame problem?

Last Answer : i. Representational Frame Problem  ii. Inferential Frame Problem

Description : What are the 2 types of synchronic rules?

Last Answer : i. Diagnostic rules ii. Casual rules.

Description : Define Quantifier and it’s types.

Last Answer : Quantifiers are used to express properties of entire collection of objects rather than representing the objects by name. Types: i. Universal Quantifier ii. Existential Quantifier iii. Nested Quantifier.

Description : What are the 3 types of symbol which is used to indicate objects, relations and functions?

Last Answer : i) Constant symbols for objects  ii) Predicate symbols for relations  iii) Function symbols for functions

Description : What are the types of constraints?

Last Answer : There are 5 types, a. Unary constraints relates one variable. b. A binary constraint relates two variables. c. Higher order constraints relate more than two variables. d. Absolute constraints. e. Preference constraints.

Description : What are the 2 types of memory bounded heuristic algorithms?

Last Answer : i. Recursive Best First Search(RBFS)  ii. Memory bounded A*(MA*)

Description : Which kind of planning consists of successive representations of different levels of a plan? a) Hierarchical planning b) Non-hierarchical planning c) Project planning

Last Answer : a) Hierarchical planning

Description : Which of the following are the advantage/s of Decision Trees? a) Possible Scenarios can be added b) Use a white box model, If given result is provided by a model c) Worst, best and expected values can be determined for different scenarios d) All of the mentioned

Last Answer : d) All of the mentioned

Description : How is Fuzzy Logic different from conventional control methods? a) IF and THEN Approach b) FOR Approach c) WHILE Approach d) DO Approach

Last Answer : a) IF and THEN Approach

Description : Which of the following does not include different learning methods? a) Memorization b) Analogy c) Deduction d) Introduction

Last Answer : d) Introduction

Description : Which is the only way to learn about the different kinds of human faces? a) Perception b) Speech c) Learning d) Hearing

Last Answer : c) Learning

Description : How is Fuzzy Logic different from conventional control methods? a) IF and THEN Approach b) FOR Approach c) WHILE Approach d) DO Approach

Last Answer : a) IF and THEN Approach

Description : Which process makes different logical expression looks identical? a) Lifting b) Unification c) Inference process d) None of the mentioned

Last Answer : b) Unification

Description : Lifted inference rules require finding substitutions that make different logical expressions looks identical. a) Existential Instantiation b) Universal Instantiation c) Unification d) Modus Ponen

Last Answer : c) Unification

Description : The BACKTRACKING-SEARCH algorithm in Figure 5.3 has a very simple policy for what to do when a branch of the search fails: back up to the preceding variable and try a different value for it. This is ... also possible to go all the way to set of variable that caused failure. a) True b) False

Last Answer : a) True

Description : The problem-solving agent with several immediate options of unknown value can decide what to do by just examining different possible sequences of actions that lead to states of known value, and then choosing the ... . This process of looking for such a sequence is called Search. a) True b) False

Last Answer : a) True

Description : Which kind of planning consists of successive representations of different levels of a plan? a) hierarchical planning b) non-hierarchical planning c) project planning d) all of the mentioned

Last Answer : a) hierarchical planning

Description : Generality is the measure of _____________ a) Ease with which the method can be adapted to different domains of application b) The average time required to construct the target knowledge structures ... unreliable feedback and with a variety of training examples d) The overall power of the system

Last Answer : a) Ease with which the method can be adapted to different domains of application

Description : Conventional Artificial Intelligence is different from soft computing in the sense A. Conventional Artificial Intelligence deal with prdicate logic where as soft computing deal with fuzzy logic B. Conventional Artificial ... empirical data C. Both (a) and (b) D. None of the above

Last Answer : C. Both (a) and (b