HANDWRITING IS OKAY AS LONG AS IT IS READABLE

DO NOT SKIP THE STEPS ON EACH QUESTIONS AND PLEASE COMMENT THE CONCEPTS OR MATHEMATICAL FORMULAS OR CONCEPTS YOU HAVE USED IN THE STEPS

PLEASE GIVE THE FULL DETAILS OF THE STEPS ON EACH QUESTIONS SO I COULD FOLLOW UP YOUR WHOLE EXPLANATIONS.

PLEASE WRITE THE STEPS ON SOLVING THIS EXAMPLES

EX) STEP 1, STEP 2, STEP 3 ETC

CONCPETS USED: XXXX, EQUATIONS USED: XXX

IF YOU HAVE USED THE EQUATIONS OR CONCEPTS, PLEASE STATE IT CLEARLY WHICH ONE YOU HAVE YOU USED SO I COULD FULLY UNDERSTAND THE DETAILS OF THE STEPS ON WHAT YOU HAVE DONE WHILE SOLVING THE PROBLEMS.

PLEASE DO NOT OMIT THE DETAILS OF STEPS AND CONCEPTS YOU HAVE USED, CLEARLY STATE IT!!

PLEASE STATE THE TAKE AWAY POINTS CLEARLY, SO I COULD FOLLOW YOUR HELP

One variation of the perceptron learning rule is Jold new old where is called the learning rate. Prove convergence of this algorithm. Does the proof require a limit on the learning rate? Explain. One variation of the perceptron learning rule is Jold new old where is called the learning rate. Prove convergence of this algorithm. Does the proof require a limit on the learning rate? Explain