Computer Science Amp Engineering Soft Computing Lab-Books Pdf

Computer Science amp Engineering SOFT COMPUTING LAB
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Sr No Program Remarks,1 To perform Union Intersection and Complement. operations,2 To implement De Morgan s Law,3 To plot various membership functions. 4 To implement FIS Editor Use Fuzzy toolbox to model tip. value that is given after a dinner based on quality ans. 5 To implement FIS Editor,6 Generate ANDNOT function using McCulloch Pitts. neural net, 7 Generate XOR function using McCulloch Pitts neural. 8 Hebb Net to classify two dimensional input patterns in. bipolar with given targets, 9 Perceptron net for an AND function with bipolar inputs.
and targets, 10 To calculate the weights for given patterns using hetero. associative neural net, 11 To store vector in an auto associative net Find weight. matrix test the net with input, 12 To store the vector find the weight matrix with no self. connection Test this using a discrete Hopfield net. Program No 1, Write a program in MATLAB to perform Union Intersection and Complement operations. Enter Data,u input Enter First Matrix,v input Enter Second Matrix.
To Perform Operations,Display Output,display Union Of Two Matrices. display Intersection Of Two Matrices,display Complement Of First Matrix. display q1,display Complement Of Second Matrix,display q2. Enter First Matrix 0 3 0 4,Enter Second Matrix 0 1 0 7. Union Of Two Matrices,w 0 3000 0 7000,Intersection Of Two Matrices.
p 0 1000 0 4000,Complement Of First Matrix,q1 0 7000 0 6000. Complement Of Second Matrix,q2 0 9000 0 3000,Program No 2. Write a program in MATLAB to implement De Morgan s Law. De Morgan s Law c i u v max c u c v,c u u v min c u c v. Enter Data,u input Enter First Matrix,v input Enter Second Matrix. To Perform Operations,x2 min q1 q2,y2 max q1 q2,Display Output.
display Union Of Two Matrices,display Intersection Of Two Matrices. display Complement Of First Matrix,display q1,display Complement Of Second Matrix. display q2,display De Morgans Law,display LHS,display x1. display RHS,display x2,display LHS1,display y1,display RHS1. display y2,Enter First Matrix 0 3 0 4,Enter Second Matrix 0 2 0 5.
Union Of Two Matrices,w 0 3000 0 5000,Intersection Of Two Matrices. p 0 2000 0 4000,Complement Of First Matrix,q1 0 7000 0 6000. Complement Of Second Matrix,q2 0 8000 0 5000,De Morgans Law. x1 0 7000 0 5000,x2 0 7000 0 5000,y1 0 8000 0 6000. y2 0 8000 0 6000,Program No 3, Write a program in MATLAB to plot various membership functions.
Triangular Membership Function,x 0 0 1 0 10 0,y1 trimf x 1 3 5. subplot 311,Trapezoidal Membership Function,x 0 0 1 0 10 0. y1 trapmf x 1 3 5 7,subplot 312,Bell Shaped Membership Function. x 0 0 0 2 10 0,y1 gbellmf x 1 2 5,subplot 313,Program No 4. Use Fuzzy toolbox to model tip value that is given after a dinner which can be not. good satisfying good and delightful and service which is poor average or good and the tip. value will range from Rs 10 to 100, We are given the linguistic variables quality of food and sevice as input variables which can be.
written as,Quality not good satisfying good delightful. Service poor average good, Similarly Output variable is Tip value which may range from Rs 10 to 100. A Fuzzy system comprises the following modules,1 Fuzzification Interface. 2 Fuzzy Inference Engine,3 Deffuzification Interface. Fuzzy sets are defined on each of the universe of discourse. Quality service and tip value, The values for Quality variable are selected for their respective ranges.
Similarly values for Service variable are selected for their respective ranges. In general a compositional rule for inference involves the following procedure. 1 Compute memberships of current inputs in the relevant antecedent fuzzy set of rule. 2 If the antecedents are in conjunctive form the AND operation is replaced by a minimum if OR. then by Maximum and similarly other operations are performed. 3 Scale or clip the consequent fuzzy set of the rule by a minimum value found in step 2 since. this gives the smallest degree to which the rule must fire. 4 Repeat steps 1 3 for each rule in the rule base, Superpose the scaled or clipped consequent fuzzy sets formed by such a superposition There. lab manual lab manual soft computing lab faculty name mrs kshitija pol associate professor cse department computer science amp engineering lab manual

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