Information entropy of isospectral Pöschl-Teller potential

Size: px
Start display at page:

Download "Information entropy of isospectral Pöschl-Teller potential"

Transcription

1 Iia Joural of Pure & Applie Physics Vol. 43 December 5 pp Iformatio etropy of isospectral Pöschl-Teller potetial Ail Kumar Departmet of Physics Pajab Uiversity Chaigarh 6 4 Receive April 5; accepte September 5 The positio a mometum space iformatio etropies of the grou state a first excite state of the Pöschl-Teller potetial are exactly evaluate. Usig isospectral Hamiltoia approach a family of isospectral potetials which have the same eergy eigevalues as that of the origial potetial has bee costructe. The iformatio etropy cotet i the first few levels of the isospectral potetial has bee calculate a it is show that the iformatio etropy cotet i each level ca be re-arrage as a fuctio of eformatio parameter. Keywors: Iformatio etropy Isospectral Hamiltoia Itrouctio Boltzma-Shao Iformatio etropy is a fuametal quatity closely relate to thermoyamical etropy which measures the sprea or extet of the sigle particle esity i the cotext of esity fuctioal formalism use i may particle systems. The positio a mometum space etropies are give by the expressios S pos ρ( r) l ρ( r) r... () S mom ρ( p)l ρ( p) p... () where * * ρ ( r) ( r) ( r) a ρ ( p) ( p) ( p) are the probability esities i positio space a mometum space respectively a ( p) is the Fourier trasform of (r) i the mometum space. Iformatio etropy plays a crucial role i a stroger formulatio of the ucertaity relatios. A iterestig ucertaity relatio was iscovere by Bialyicki-Birula a Mycielski. It was prove that for wave fuctios ormalize to uity S pos + Smom ( + lπ ) where is the imesio. Though the S pos a S mom are iiviually uboue their sum is boue from below. The aalytical etermiatio of the positio a mometum space etropies has bee carrie out oly for a few quatum mechaical systems 3-8. The etropies of hyroge atom a simple harmoic oscillator were exactly calculate for the grou state i both positio a mometum space. The iformatio etropies i various cotexts e.g. iformatio theory mathematics mathematical physics chemical physics a other areas of physics have bee extesively aalyze i recet times 9-5. We use the isospectral Hamiltoia approach to stuy the isospectral wavefuctios a their etropies. Two Hamiltoias are sai to be strictly isospectral if they have exactly same eergy eigevalue spectrum a S-matrix 6-8 whereas the wave fuctios a their epeet quatities are ifferet. Though the iea of geeratig isospectral Hamiltoias usig the Gelfa-Levita approach 9 or the Darboux proceure were kow for some time the supersymmetric quatum mechaical techiques make the proceure look simpler -. Whe oe eletes a bou state of a give potetial V ( a re-itrouce the state it ivolves solvig a first orer ifferetial equatio which amits a free parameter. Thus a set of oe-imesioal family of potetials V ˆ( x ca be costructe which have the exactly same eergy spectrum as that of V (. I geeral for ay oe imesioal potetial (full lie or half-lie) with bou states oe ca costruct a - parameter family of strictly isospectral potetials i.e. potetials with eigevalues reflectio a trasmissio coefficiets ietical to those for origial potetial. This aspect has bee utilize profitably i may physical situatios which are of iterest to various fiels 3-5.

2 KUMAR: INFORMATION ENTROPY OF PÖSCHL-TELLER POTENTIAL 959 I this paper we cosier the hyperbolic Pöschl- Teller (PT) potetial a calculate the positio a mometum space iformatio etropy exactly for grou state a first excite state. Usig isospectral Hamiltoia approach the eforme potetial a their wave fuctios are costructe a use to calculate the iformatio etropy for the isospectral potetial. Isospectral Hamiltoia Approach The coectio betwee the bou state wavefuctios a the potetial is oe of the key igreiets i solvig exactly for the spectrum of oeimesioal potetial problems. Oce we kow the grou state wavefuctio ( ) a choose its eergy to be zero we ca factorize the Hamiltoia as H A A where (i uits h m ) A + W a A + W are the supersymmetric operators a W x x x [l ] is calle the superpotetial. We have H A A ε... (3) Multiplyig both sies by A we get AA ( A ) ε ( A ) H ( A ) ε ( A ).... (4) Here H is the supersymmetric parter Hamiltoia of H with eigefuctios χ A. It is obvious that H has the same eigevalue spectrum as that of H but for the case A which is the case of supersymmetry broke. Explicitly the relatio betwee Hamiltoias reas E () () E + ; E ( ) () + () () [ E+ ] A [ E () ] A () + () The superpotetial relates the supersymmetric parter potetials V ( ) a V ( ) as x x V W W m.... (5) x It is well kow that for the potetial V ( x ) the origial potetial V ( x ) is ot uique. The argumet is as follows. Suppose H has aother factorizatio BB where B x + Wˆ ( x ) the H AA BB but H B B is ot A A rather it efies a certai ew Hamiltoia. For superpotetial W ˆ ( x ) the parter potetial V ( ) is x ˆ V W + Wˆ ( ).... (6) x Cosier the most geeral solutio as Wˆ W + φ( which emas that φ + W φ( + φ (.... (7) The solutio of the Eq. 7 is φ l[ + λ] x x where ( x ) x a λ is a costat. Therefore we obtai ˆ W W + l[ + λ].... (8) x The correspoig oe-parameter family of potetials V ( x is give as ˆ ˆ V ( x λ ) V (l( + )....(9) x The ormalize grou state wavefuctio correspoig to the potetial V ( x reas ˆ λ( + ˆ ( x... () + λ where λ / ( ). The excite state eigefuctios for the potetial V ( x are give by ˆ + ( x ˆ + x + E + + W I ( + λ ()

3 96 INDIAN J PURE & APPL PHYS VOL 43 DECEMBER 5 Usig the similar proceure the two-parameter grou state wavefuctio 6 ca be obtaie as ( ˆ ( x λ λ). φ ( ) ˆ x λ λ A ( λ) A ( + λ)... () The Eqs (9)-() represet the oe-parameter family of isospectral potetials a wavefuctios which shall be use to calculate the iformatio etropy. Geeralizatio to -parameter eforme potetials was oe elsewhere 6. 3 Iformatio etropy for Pöschl-Teller Potetial We start with Schröiger equatio for hyperbolic PT potetial which is reflectioless a amits bou states ( + ) sech x ( ) ( ) + E. m m m x... (3) The ormalize grou state is give by ( ) sech x... (4) ) where B ( ) is the beta fuctio. The positio space iformatio etropy for the grou state is obtaie as the aalytical expressio ( ) l + l B + [ Ψ() Ψ( )]... (5) S pos ( ) S pos A [ l A+ ( ) B A [l Ψ [ (( )) Ψ( )]] ( ) B [l [ Ψ( ) Ψ( )]] + B ( ) Ψ Ψ + B Ψ Ψ + ] (7) where A. The grou state a first ) ) excite state iformatio etropy as a fuctio of are plotte i Fig. which shows the ecrease i iformatio etropy with the icrease i the umber of bou states. The correspoig mometum space etropies ca be evaluate by obtaiig the mometum space wavefuctios which are the Fourier trasforms of the correspoig positio space wavefuctios. For grou state we obtai ( ) ( p) ) ip ip B + π... (8) () π πp For a we get sech( ) () 3π πp a cosech( ) respectively. The S mom ca be easily evaluate as ( lπ ) a.336 for above two cases respectively. where Ψ is the Psi fuctio. As the umber of bou states icreases the grou state etropy ecreases. For the potetial has oly oe bou state a the positio space etropy of that state is.3. The first excite state wavefuctio is give by ( ) sech x tah x ) )... (6) After legthy but straightforwar calculatios we obtai the aalytical expressio for positio space etropy i the first excite state as Fig. Grou state iformatio etropy (soli lie) a first excite state iformatio etropy (broke lie) i positio space as a fuctio of umber of bou states for Pöschl-Teller potetial

4 KUMAR: INFORMATION ENTROPY OF PÖSCHL-TELLER POTENTIAL 96 4 Iformatio Etropy for Isospectral Pöschl- Teller Potetial Usig isospectral Hamiltoia approach we ca costruct -parameter family of isospectral potetials. For 3 the oe parameter a two parameter isospectral potetials are show i Fig. for some values of eformatio parameter λ. The potetial for λ is just the iitial potetial V ( whereas for other particular values of λ a λ we see separate wells for two parameter eformatio. For -level potetial the oe parameter isospectral grou state wavefuctio is obtaie as ˆ ( x where f λ( + ) sech sih x [ { sech x + f } ] ) k + λ k ( ( )( )... ( k)) (( 3)( 5)... ( k )) (k ) sech x + 3 x... (9) a the first excite state wave fuctio is give by ˆ ( x A[sech 3 A + x tah x + ( ) sech x tah x sech + λ x]... () where A ( {sih x sech 3 sech x 3 ( )! (3)!! sech}. The positio space iformatio etropy for 3 is calculate usig the isospectral wavefuctios. I the case of ueforme potetial it has values.66.6 a.64 for grou state first excite state a seco excite state respectively but whe it is evaluate usig ˆ ( x ˆ ( x a ˆ ( x it is fou that the iformatio etropy cotet is reuce substatially with the eformatio parameter. (3) For λ. we have S pos. 5 a this value icreases to.66 for large values of λ. Similar (3) results are also obtaie for S but for S the (3) pos pos iformatio etropy cotet first icreases from a smaller value a the ecreases to the ueforme value for large eformatio parameter value. The total iformatio etropy for grou state first excite state a seco excite state is plotte as a fuctio of eformatio parameter i Fig. 3 which shows that the total etropy is reuce by choosig smaller values of λ. We also compute the two parameter wavefuctios a calculate the iformatio etropy cotet for ifferet positive a egative values of eformatio parameter λ a λ. The results are show i Figs 4 a 5 for grou state a first excite state respectively. For large values of λ a Fig. 3-level Pöschl-Teller potetial (soli lie) oe-parameter eforme potetial (ashe lie λ.) a two-parameter eforme potetial (otte lie λ λ.5) Fig. 3 Oe-parameter eforme total iformatio etropy ŜŜ +Ŝ +Ŝ as a fuctio of λ. For λ Ŝ S +S +S

5 96 INDIAN J PURE & APPL PHYS VOL 43 DECEMBER 5 ecreases a the icreases a becomes costat at the value of ueforme iformatio etropy. Fig. 4 Two-parameter eforme grou state iformatio etropy as a fuctio of λ for ifferet (large itermeiate a small) values of λ. For soli lie λ. for otte lie λ 3. a for broke lie λ. Fig. 5 Two-parameter eforme first excite state iformatio etropy as a fuctio of λ ifferet (large itermeiate a small) values of λ. For soli lie λ. for otte lie λ 3. a for broke lie λ. λ the value of eforme iformatio etropy approaches the ueforme value. The variatio of Ŝ with λ is show for large itermeiate a small values of λ. I this case the value of iformatio etropy is reuce from.66 to. or eve less for smaller values of λ. I first excite state for small λ the value of Ŝ icreases with icrease i λ but it become costat below the ueforme value. For large λ the value of Ŝ first 5 Coclusio We have stuie the iformatio etropies of a class of systems which belog to the Pöschl-Teller family of potetials. For positio space iformatio etropies of grou state a first excite state of the hyperbolic potetial the exact results were obtaie for a rage of potetial stregths. The expressio for mometum space etropy was obtaie aalytically for the grou state. Usig isospectral Hamiltoia approach we costructe the family of isospectral potetials a calculate the iformatio etropy i positio space. It is fou that the iformatio etropy is reuce for the smaller values of eformatio parameter. For lower iformatio etropy the wave fuctio will be more cocetrate a the accuracy i preictig the localizatio of the particle will be higher. This approach ca also be applie i the reuctio of Heiseberg's ucertaity i positio space. The ucertaity i positio space is give by ( Δx ) x x which are calculate for each level i three level potetial. For the ueforme case it is straightforwar to check that x so ucertaity i positio space is equal to x. This is calculate for grou state first excite state a seco excite state to be..8 a.7 respectively. Whe we cosier the eforme wavefuctios ( Δ will get cotributios ot oly from x but also from x. Sice the wavefuctio o ot have particular symmetry properties hece ( Δ for fiite λ is always smaller tha the ( Δ calculate for the states of ueforme potetial. Ackowlegemet Author is thakful to Dr C N Kumar for useful iscussios a ackowleges the Coucil of Scietific a Iustrial Research (CSIR) New Delhi for assistace through SRF. Refereces Katz A Priciples of Statistical Mechaics The Iformatio Theory Approach (Freema Sa Fracisco) 967. Bialiicki-Birula I Mycielski J Commu Math Phys 44 (975) 9. 3 Gare S R Beale R D Phys Rev A 36 (987) Gare S R Beale R D Phys Rev A 3 (985) 6.

6 KUMAR: INFORMATION ENTROPY OF PÖSCHL-TELLER POTENTIAL Yaez R J Assche W V & Dehesa J S Phys Rev A 5 (994) Assche W V Yag R J & Dehesa J S J Math Phys 36 (995) Paos C P & Masse S E J Mo Phys E 6 (997) Masse S E & Paos C P Phys Lett A 46 (998) Abe S & Suzuki N Phys Rev A 4 (99) 468. Majerik V & Richterek L J Phys A 3 (997) L49. Sathaam M S Seorey V B & Lakshmiaraya A Phys Rev E 57 (998) 345. Atre R Kumar A Kumar N & Paigrahi P K Phys Rev A 69 (4) Coffey M W J Phys A 36 (3) Abe S & Rajagopal A K J Phys A: Math Ge 34 () Rajagopal A K & Teitler S Phys Lett A 5 (986) Abraham P B & Moses H E Phys Rev A (98) Pursey D L Phys Rev D 33 (986) Khare A & Sukhatme U J Phys A: Math Ge (989) Chaa K & Sabatier P C Iverse Problems i Quatum Scatterig Theory (Spriger Berli) 977. Mielik B J Math Phys 5 (984) Neito M M Phys Lett B 45 (984) 8. Cooper F Khare A & Sukhatme U Phys Rep Kumar C N J Phys A (987) Dey B & Kumar C N It J Mo Phys A 9 (994) Khare A & Kumar C N Mo Phys Lett A 8 (993) Keug W Y Sukhatme U Wag Q & Imbo T D J Phys A (989) L987.

Lecture #3. Math tools covered today

Lecture #3. Math tools covered today Toay s Program:. Review of previous lecture. QM free particle a particle i a bo. 3. Priciple of spectral ecompositio. 4. Fourth Postulate Math tools covere toay Lecture #3. Lear how to solve separable

More information

d dx where k is a spring constant

d dx where k is a spring constant Vorlesug IX Harmoic Oscillator 1 Basic efiitios a properties a classical mechaics Oscillator is efie as a particle subject to a liear force fiel The force F ca be epresse i terms of potetial fuctio V F

More information

Composite Hermite and Anti-Hermite Polynomials

Composite Hermite and Anti-Hermite Polynomials Avaces i Pure Mathematics 5 5 87-87 Publishe Olie December 5 i SciRes. http://www.scirp.org/joural/apm http://.oi.org/.436/apm.5.5476 Composite Hermite a Ati-Hermite Polyomials Joseph Akeyo Omolo Departmet

More information

Physics 324, Fall Dirac Notation. These notes were produced by David Kaplan for Phys. 324 in Autumn 2001.

Physics 324, Fall Dirac Notation. These notes were produced by David Kaplan for Phys. 324 in Autumn 2001. Physics 324, Fall 2002 Dirac Notatio These otes were produced by David Kapla for Phys. 324 i Autum 2001. 1 Vectors 1.1 Ier product Recall from liear algebra: we ca represet a vector V as a colum vector;

More information

l -State Solutions of a New Four-Parameter 1/r^2 Singular Radial Non-Conventional Potential via Asymptotic Iteration Method

l -State Solutions of a New Four-Parameter 1/r^2 Singular Radial Non-Conventional Potential via Asymptotic Iteration Method America Joural of Computatioal ad Applied Mathematics 8, 8(): 7-3 DOI:.593/j.ajcam.88. l -State Solutios of a New Four-Parameter /r^ Sigular Radial No-Covetioal Potetial via Asymptotic Iteratio Method

More information

RIEMANN ZEROS AND AN EXPONENTIAL POTENTIAL

RIEMANN ZEROS AND AN EXPONENTIAL POTENTIAL RIEMANN ZEROS AND AN EXPONENTIAL POTENTIAL Jose Javier Garcia Moreta Grauate stuet of Physics at the UPV/EHU (Uiversity of Basque coutry) I Soli State Physics Ares: Practicates Aa y Grijalba 5 G P.O 644

More information

! " * (x,t) " (x,t) dx =! #(x,t) dx = 1 all space

!  * (x,t)  (x,t) dx =! #(x,t) dx = 1 all space Chapter-4 Formalism 4- Schroiger Equatio Durig the early ays of i evelopmet of QM Schroiger a Heiseberg le the charge. Schroiger evelope a QM theory Schroiger Picture base o his famous equato. Heiseberg

More information

Similarity between quantum mechanics and thermodynamics: Entropy, temperature, and Carnot cycle

Similarity between quantum mechanics and thermodynamics: Entropy, temperature, and Carnot cycle Similarity betwee quatum mechaics ad thermodyamics: Etropy, temperature, ad Carot cycle Sumiyoshi Abe 1,,3 ad Shiji Okuyama 1 1 Departmet of Physical Egieerig, Mie Uiversity, Mie 514-8507, Japa Istitut

More information

6.451 Principles of Digital Communication II Wednesday, March 9, 2005 MIT, Spring 2005 Handout #12. Problem Set 5 Solutions

6.451 Principles of Digital Communication II Wednesday, March 9, 2005 MIT, Spring 2005 Handout #12. Problem Set 5 Solutions 6.51 Priciples of Digital Commuicatio II Weesay, March 9, 2005 MIT, Sprig 2005 Haout #12 Problem Set 5 Solutios Problem 5.1 (Eucliea ivisio algorithm). (a) For the set F[x] of polyomials over ay fiel F,

More information

Chapter 5 Vibrational Motion

Chapter 5 Vibrational Motion Fall 4 Chapter 5 Vibratioal Motio... 65 Potetial Eergy Surfaces, Rotatios ad Vibratios... 65 Harmoic Oscillator... 67 Geeral Solutio for H.O.: Operator Techique... 68 Vibratioal Selectio Rules... 7 Polyatomic

More information

RIEMANN ZEROS AND A EXPONENTIAL POTENTIAL

RIEMANN ZEROS AND A EXPONENTIAL POTENTIAL RIEMANN ZEROS AND A EXPONENTIAL POTENTIAL Jose Javier Garcia Moreta Grauate stuet of Physics at the UPV/EHU (Uiversity of Basque coutry) I Soli State Physics Ares: Practicates Aa y Grijalba 5 G P.O 644

More information

PHYC - 505: Statistical Mechanics Homework Assignment 4 Solutions

PHYC - 505: Statistical Mechanics Homework Assignment 4 Solutions PHYC - 55: Statistical Mechaics Homewor Assigmet 4 Solutios Due February 5, 14 1. Cosider a ifiite classical chai of idetical masses coupled by earest eighbor sprigs with idetical sprig costats. a Write

More information

fiziks Institute for NET/JRF, GATE, IIT JAM, M.Sc. Entrance, JEST, TIFR and GRE in Physics

fiziks Institute for NET/JRF, GATE, IIT JAM, M.Sc. Entrance, JEST, TIFR and GRE in Physics Quatum Mechaics JEST- Q. The grou state (apart from ormaliatio) of a particle of uit mass movig i a oe- imesioal potetial V() is ep / cosh uits so that h =, is (up to a aiative costat.) π / (b) / tah (c)

More information

BENDING FREQUENCIES OF BEAMS, RODS, AND PIPES Revision S

BENDING FREQUENCIES OF BEAMS, RODS, AND PIPES Revision S BENDING FREQUENCIES OF BEAMS, RODS, AND PIPES Revisio S By Tom Irvie Email: tom@vibratioata.com November, Itrouctio The fuametal frequecies for typical beam cofiguratios are give i Table. Higher frequecies

More information

Calculation of Franck-Condon factors and r-centroids using isospectral Hamiltonian approach

Calculation of Franck-Condon factors and r-centroids using isospectral Hamiltonian approach Indian Journal of Pure & Applied Physics Vol. 43, October 5, pp. 738-74 Calculation of Franck-Condon factors and r-centroids using isospectral Hamiltonian approach Anil Kumar & C Nagaraja Kumar* Department

More information

New method for evaluating integrals involving orthogonal polynomials: Laguerre polynomial and Bessel function example

New method for evaluating integrals involving orthogonal polynomials: Laguerre polynomial and Bessel function example New metho for evaluatig itegrals ivolvig orthogoal polyomials: Laguerre polyomial a Bessel fuctio eample A. D. Alhaiari Shura Coucil, Riyah, Saui Arabia AND Physics Departmet, Kig Fah Uiversity of Petroleum

More information

Assignment 2 Solutions SOLUTION. ϕ 1 Â = 3 ϕ 1 4i ϕ 2. The other case can be dealt with in a similar way. { ϕ 2 Â} χ = { 4i ϕ 1 3 ϕ 2 } χ.

Assignment 2 Solutions SOLUTION. ϕ 1  = 3 ϕ 1 4i ϕ 2. The other case can be dealt with in a similar way. { ϕ 2 Â} χ = { 4i ϕ 1 3 ϕ 2 } χ. PHYSICS 34 QUANTUM PHYSICS II (25) Assigmet 2 Solutios 1. With respect to a pair of orthoormal vectors ϕ 1 ad ϕ 2 that spa the Hilbert space H of a certai system, the operator  is defied by its actio

More information

Some Nonlinear Equations with Double Solutions: Soliton and Chaos

Some Nonlinear Equations with Double Solutions: Soliton and Chaos Some Noliear Equatios with Double Solutios: Solito a Chaos Yi-Fag Chag Departmet of Physics, Yua Uiversity, Kumig, 659, Chia (E-mail: yifagchag@hotmail.com) Abstract The fuametal characteristics of solito

More information

Probability, Expectation Value and Uncertainty

Probability, Expectation Value and Uncertainty Chapter 1 Probability, Expectatio Value ad Ucertaity We have see that the physically observable properties of a quatum system are represeted by Hermitea operators (also referred to as observables ) such

More information

The time evolution of the state of a quantum system is described by the time-dependent Schrödinger equation (TDSE): ( ) ( ) 2m "2 + V ( r,t) (1.

The time evolution of the state of a quantum system is described by the time-dependent Schrödinger equation (TDSE): ( ) ( ) 2m 2 + V ( r,t) (1. Adrei Tokmakoff, MIT Departmet of Chemistry, 2/13/2007 1-1 574 TIME-DEPENDENT QUANTUM MECHANICS 1 INTRODUCTION 11 Time-evolutio for time-idepedet Hamiltoias The time evolutio of the state of a quatum system

More information

Matrix Operators and Functions Thereof

Matrix Operators and Functions Thereof Mathematics Notes Note 97 31 May 27 Matrix Operators a Fuctios Thereof Carl E. Baum Uiversity of New Mexico Departmet of Electrical a Computer Egieerig Albuquerque New Mexico 87131 Abstract This paper

More information

The structure of Fourier series

The structure of Fourier series The structure of Fourier series Valery P Dmitriyev Lomoosov Uiversity, Russia Date: February 3, 2011) Fourier series is costructe basig o the iea to moel the elemetary oscillatio 1, +1) by the expoetial

More information

HE ATOM & APPROXIMATION METHODS MORE GENERAL VARIATIONAL TREATMENT. Examples:

HE ATOM & APPROXIMATION METHODS MORE GENERAL VARIATIONAL TREATMENT. Examples: 5.6 4 Lecture #3-4 page HE ATOM & APPROXIMATION METHODS MORE GENERAL VARIATIONAL TREATMENT Do t restrict the wavefuctio to a sigle term! Could be a liear combiatio of several wavefuctios e.g. two terms:

More information

Prime labeling of generalized Petersen graph

Prime labeling of generalized Petersen graph Iteratioal Joural of Mathematics a Soft Computig Vol.5, No.1 (015), 65-71. ISSN Prit : 49-338 Prime labelig of geeralize Peterse graph ISSN Olie: 319-515 U. M. Prajapati 1, S. J. Gajjar 1 Departmet of

More information

Physics 232 Gauge invariance of the magnetic susceptibilty

Physics 232 Gauge invariance of the magnetic susceptibilty Physics 232 Gauge ivariace of the magetic susceptibilty Peter Youg (Dated: Jauary 16, 2006) I. INTRODUCTION We have see i class that the followig additioal terms appear i the Hamiltoia o addig a magetic

More information

Quantum Mechanics I. 21 April, x=0. , α = A + B = C. ik 1 A ik 1 B = αc.

Quantum Mechanics I. 21 April, x=0. , α = A + B = C. ik 1 A ik 1 B = αc. Quatum Mechaics I 1 April, 14 Assigmet 5: Solutio 1 For a particle icidet o a potetial step with E < V, show that the magitudes of the amplitudes of the icidet ad reflected waves fuctios are the same Fid

More information

PHY4905: Nearly-Free Electron Model (NFE)

PHY4905: Nearly-Free Electron Model (NFE) PHY4905: Nearly-Free Electro Model (NFE) D. L. Maslov Departmet of Physics, Uiversity of Florida (Dated: Jauary 12, 2011) 1 I. REMINDER: QUANTUM MECHANICAL PERTURBATION THEORY A. No-degeerate eigestates

More information

Orthogonal polynomials derived from the tridiagonal representation approach

Orthogonal polynomials derived from the tridiagonal representation approach Orthogoal polyomials derived from the tridiagoal represetatio approach A. D. Alhaidari Saudi Ceter for Theoretical Physics, P.O. Box 374, Jeddah 438, Saudi Arabia Abstract: The tridiagoal represetatio

More information

Office: JILA A709; Phone ;

Office: JILA A709; Phone ; Office: JILA A709; Phoe 303-49-7841; email: weberjm@jila.colorado.edu Problem Set 5 To be retured before the ed of class o Wedesday, September 3, 015 (give to me i perso or slide uder office door). 1.

More information

3/21/2017. Commuting and Non-commuting Operators Chapter 17. A a

3/21/2017. Commuting and Non-commuting Operators Chapter 17. A a Commutig ad No-commutig Operators Chapter 17 Postulate 3. I ay measuremet of the observable associated with a operator A the oly values that will ever be observed are the eige values, a, which satisfy

More information

Sparsification using Regular and Weighted. Graphs

Sparsification using Regular and Weighted. Graphs Sparsificatio usig Regular a Weighte 1 Graphs Aly El Gamal ECE Departmet a Cooriate Sciece Laboratory Uiversity of Illiois at Urbaa-Champaig Abstract We review the state of the art results o spectral approximatio

More information

Numerical Conformal Mapping via a Fredholm Integral Equation using Fourier Method ABSTRACT INTRODUCTION

Numerical Conformal Mapping via a Fredholm Integral Equation using Fourier Method ABSTRACT INTRODUCTION alaysia Joural of athematical Scieces 3(1): 83-93 (9) umerical Coformal appig via a Fredholm Itegral Equatio usig Fourier ethod 1 Ali Hassa ohamed urid ad Teh Yua Yig 1, Departmet of athematics, Faculty

More information

Matsubara-Green s Functions

Matsubara-Green s Functions Matsubara-Gree s Fuctios Time Orderig : Cosider the followig operator If H = H the we ca trivially factorise this as, E(s = e s(h+ E(s = e sh e s I geeral this is ot true. However for practical applicatio

More information

Lecture #5: Begin Quantum Mechanics: Free Particle and Particle in a 1D Box

Lecture #5: Begin Quantum Mechanics: Free Particle and Particle in a 1D Box 561 Fall 013 Lecture #5 page 1 Last time: Lecture #5: Begi Quatum Mechaics: Free Particle ad Particle i a 1D Box u 1 u 1-D Wave equatio = x v t * u(x,t): displacemets as fuctio of x,t * d -order: solutio

More information

Classical Electrodynamics

Classical Electrodynamics A First Look at Quatum Physics Classical Electroyamics Chapter Itrouctio a Survey Classical Electroyamics Prof. Y. F. Che Cotets A First Look at Quatum Physics. Coulomb s law a electric fiel. Electric

More information

Physics 2D Lecture Slides Lecture 25: Mar 2 nd

Physics 2D Lecture Slides Lecture 25: Mar 2 nd Cofirmed: D Fial Eam: Thursday 8 th March :3-:3 PM WH 5 Course Review 4 th March am WH 5 (TBC) Physics D ecture Slides ecture 5: Mar d Vivek Sharma UCSD Physics Simple Harmoic Oscillator: Quatum ad Classical

More information

Diffusivity and Mobility Quantization. in Quantum Electrical Semi-Ballistic. Quasi-One-Dimensional Conductors

Diffusivity and Mobility Quantization. in Quantum Electrical Semi-Ballistic. Quasi-One-Dimensional Conductors Advaces i Applied Physics, Vol., 014, o. 1, 9-13 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/10.1988/aap.014.3110 Diffusivity ad Mobility Quatizatio i Quatum Electrical Semi-Ballistic Quasi-Oe-Dimesioal

More information

Gaps between Consecutive Perfect Powers

Gaps between Consecutive Perfect Powers Iteratioal Mathematical Forum, Vol. 11, 016, o. 9, 49-437 HIKARI Lt, www.m-hikari.com http://x.oi.org/10.1988/imf.016.63 Gaps betwee Cosecutive Perfect Powers Rafael Jakimczuk Divisió Matemática, Uiversia

More information

Orthogonal Function Solution of Differential Equations

Orthogonal Function Solution of Differential Equations Royal Holloway Uiversity of Loo Departet of Physics Orthogoal Fuctio Solutio of Differetial Equatios trouctio A give oriary ifferetial equatio will have solutios i ters of its ow fuctios Thus, for eaple,

More information

1. Szabo & Ostlund: 2.1, 2.2, 2.4, 2.5, 2.7. These problems are fairly straightforward and I will not discuss them here.

1. Szabo & Ostlund: 2.1, 2.2, 2.4, 2.5, 2.7. These problems are fairly straightforward and I will not discuss them here. Solutio set III.. Szabo & Ostlud:.,.,.,.5,.7. These problems are fairly straightforward ad I will ot discuss them here.. N! N! i= k= N! N! N! N! p p i j pi+ pj i j i j i= j= i= j= AA ˆˆ= ( ) Pˆ ( ) Pˆ

More information

CALCULATION OF FIBONACCI VECTORS

CALCULATION OF FIBONACCI VECTORS CALCULATION OF FIBONACCI VECTORS Stuart D. Aderso Departmet of Physics, Ithaca College 953 Daby Road, Ithaca NY 14850, USA email: saderso@ithaca.edu ad Dai Novak Departmet of Mathematics, Ithaca College

More information

Lecture 14 and 15: Algebraic approach to the SHO. 1 Algebraic Solution of the Oscillator 1. 2 Operator manipulation and the spectrum 4

Lecture 14 and 15: Algebraic approach to the SHO. 1 Algebraic Solution of the Oscillator 1. 2 Operator manipulation and the spectrum 4 Lecture 14 ad 15: Algebraic approach to the SHO B. Zwiebach April 5, 2016 Cotets 1 Algebraic Solutio of the Oscillator 1 2 Operator maipulatio ad the spectrum 4 1 Algebraic Solutio of the Oscillator We

More information

x a x a Lecture 2 Series (See Chapter 1 in Boas)

x a x a Lecture 2 Series (See Chapter 1 in Boas) Lecture Series (See Chapter i Boas) A basic ad very powerful (if pedestria, recall we are lazy AD smart) way to solve ay differetial (or itegral) equatio is via a series expasio of the correspodig solutio

More information

Algorithms in The Real World Fall 2002 Homework Assignment 2 Solutions

Algorithms in The Real World Fall 2002 Homework Assignment 2 Solutions Algorithms i The Real Worl Fall 00 Homewor Assigmet Solutios Problem. Suppose that a bipartite graph with oes o the left a oes o the right is costructe by coectig each oe o the left to raomly-selecte oes

More information

Supersymmetry in quantum mechanics

Supersymmetry in quantum mechanics Supersymmetry i quatum mechaics Aviash Khare Istitute of Physics, Sachivalaya Marg, Bhubaeswar 755, Orissa, Idia Abstract. A elemetary itroductio is give to the subject of supersymmetry i quatum mechaics

More information

arxiv: v4 [math.co] 5 May 2011

arxiv: v4 [math.co] 5 May 2011 A PROBLEM OF ENUMERATION OF TWO-COLOR BRACELETS WITH SEVERAL VARIATIONS arxiv:07101370v4 [mathco] 5 May 011 VLADIMIR SHEVELEV Abstract We cosier the problem of eumeratio of icogruet two-color bracelets

More information

Bertrand s Postulate

Bertrand s Postulate Bertrad s Postulate Lola Thompso Ross Program July 3, 2009 Lola Thompso (Ross Program Bertrad s Postulate July 3, 2009 1 / 33 Bertrad s Postulate I ve said it oce ad I ll say it agai: There s always a

More information

PAijpam.eu ON TENSOR PRODUCT DECOMPOSITION

PAijpam.eu ON TENSOR PRODUCT DECOMPOSITION Iteratioal Joural of Pure ad Applied Mathematics Volume 103 No 3 2015, 537-545 ISSN: 1311-8080 (prited versio); ISSN: 1314-3395 (o-lie versio) url: http://wwwijpameu doi: http://dxdoiorg/1012732/ijpamv103i314

More information

Microscopic Theory of Transport (Fall 2003) Lecture 6 (9/19/03) Static and Short Time Properties of Time Correlation Functions

Microscopic Theory of Transport (Fall 2003) Lecture 6 (9/19/03) Static and Short Time Properties of Time Correlation Functions .03 Microscopic Theory of Trasport (Fall 003) Lecture 6 (9/9/03) Static ad Short Time Properties of Time Correlatio Fuctios Refereces -- Boo ad Yip, Chap There are a umber of properties of time correlatio

More information

THE LEGENDRE POLYNOMIALS AND THEIR PROPERTIES. r If one now thinks of obtaining the potential of a distributed mass, the solution becomes-

THE LEGENDRE POLYNOMIALS AND THEIR PROPERTIES. r If one now thinks of obtaining the potential of a distributed mass, the solution becomes- THE LEGENDRE OLYNOMIALS AND THEIR ROERTIES The gravitatioal potetial ψ at a poit A at istace r from a poit mass locate at B ca be represete by the solutio of the Laplace equatio i spherical cooriates.

More information

Quantum Simulation: Solving Schrödinger Equation on a Quantum Computer

Quantum Simulation: Solving Schrödinger Equation on a Quantum Computer Purdue Uiversity Purdue e-pubs Birc Poster Sessios Birc Naotechology Ceter 4-14-008 Quatum Simulatio: Solvig Schrödiger Equatio o a Quatum Computer Hefeg Wag Purdue Uiversity, wag10@purdue.edu Sabre Kais

More information

Title. Author(s)Cho, Yonggeun; Jin, Bum Ja. CitationJournal of Mathematical Analysis and Applications, 3. Issue Date Doc URL.

Title. Author(s)Cho, Yonggeun; Jin, Bum Ja. CitationJournal of Mathematical Analysis and Applications, 3. Issue Date Doc URL. Title Blow-up of viscous heat-couctig compressible flow Author(s)Cho, Yoggeu; Ji, Bum Ja CitatioJoural of Mathematical Aalysis a Applicatios, 3 Issue Date 26-8-15 Doc URL http://hl.hale.et/2115/1442 Type

More information

Harmonic Number Identities Via Euler s Transform

Harmonic Number Identities Via Euler s Transform 1 2 3 47 6 23 11 Joural of Iteger Sequeces, Vol. 12 2009), Article 09.6.1 Harmoic Number Idetities Via Euler s Trasform Khristo N. Boyadzhiev Departmet of Mathematics Ohio Norther Uiversity Ada, Ohio 45810

More information

Solution of Quantum Anharmonic Oscillator with Quartic Perturbation

Solution of Quantum Anharmonic Oscillator with Quartic Perturbation ISS -79X (Paper) ISS 5-0638 (Olie) Vol.7, 0 Abstract Solutio of Quatum Aharmoic Oscillator with Quartic Perturbatio Adelaku A.O. Departmet of Physics, Wesley Uiversity of Sciece ad Techology, Odo, Odo

More information

MAT 271 Project: Partial Fractions for certain rational functions

MAT 271 Project: Partial Fractions for certain rational functions MAT 7 Project: Partial Fractios for certai ratioal fuctios Prerequisite kowledge: partial fractios from MAT 7, a very good commad of factorig ad complex umbers from Precalculus. To complete this project,

More information

Analytic Number Theory Solutions

Analytic Number Theory Solutions Aalytic Number Theory Solutios Sea Li Corell Uiversity sl6@corell.eu Ja. 03 Itrouctio This ocumet is a work-i-progress solutio maual for Tom Apostol s Itrouctio to Aalytic Number Theory. The solutios were

More information

Math 475, Problem Set #12: Answers

Math 475, Problem Set #12: Answers Math 475, Problem Set #12: Aswers A. Chapter 8, problem 12, parts (b) ad (d). (b) S # (, 2) = 2 2, sice, from amog the 2 ways of puttig elemets ito 2 distiguishable boxes, exactly 2 of them result i oe

More information

TMA4205 Numerical Linear Algebra. The Poisson problem in R 2 : diagonalization methods

TMA4205 Numerical Linear Algebra. The Poisson problem in R 2 : diagonalization methods TMA4205 Numerical Liear Algebra The Poisso problem i R 2 : diagoalizatio methods September 3, 2007 c Eiar M Røquist Departmet of Mathematical Scieces NTNU, N-749 Trodheim, Norway All rights reserved A

More information

Confidence Interval for Standard Deviation of Normal Distribution with Known Coefficients of Variation

Confidence Interval for Standard Deviation of Normal Distribution with Known Coefficients of Variation Cofidece Iterval for tadard Deviatio of Normal Distributio with Kow Coefficiets of Variatio uparat Niwitpog Departmet of Applied tatistics, Faculty of Applied ciece Kig Mogkut s Uiversity of Techology

More information

Recurrence Relations

Recurrence Relations Recurrece Relatios Aalysis of recursive algorithms, such as: it factorial (it ) { if (==0) retur ; else retur ( * factorial(-)); } Let t be the umber of multiplicatios eeded to calculate factorial(). The

More information

Frequency Domain Filtering

Frequency Domain Filtering Frequecy Domai Filterig Raga Rodrigo October 19, 2010 Outlie Cotets 1 Itroductio 1 2 Fourier Represetatio of Fiite-Duratio Sequeces: The Discrete Fourier Trasform 1 3 The 2-D Discrete Fourier Trasform

More information

Sequences, Mathematical Induction, and Recursion. CSE 2353 Discrete Computational Structures Spring 2018

Sequences, Mathematical Induction, and Recursion. CSE 2353 Discrete Computational Structures Spring 2018 CSE 353 Discrete Computatioal Structures Sprig 08 Sequeces, Mathematical Iductio, ad Recursio (Chapter 5, Epp) Note: some course slides adopted from publisher-provided material Overview May mathematical

More information

3. Calculus with distributions

3. Calculus with distributions 6 RODICA D. COSTIN 3.1. Limits of istributios. 3. Calculus with istributios Defiitio 4. A sequece of istributios {u } coverges to the istributio u (all efie o the same space of test fuctios) if (φ, u )

More information

NEW FAST CONVERGENT SEQUENCES OF EULER-MASCHERONI TYPE

NEW FAST CONVERGENT SEQUENCES OF EULER-MASCHERONI TYPE UPB Sci Bull, Series A, Vol 79, Iss, 207 ISSN 22-7027 NEW FAST CONVERGENT SEQUENCES OF EULER-MASCHERONI TYPE Gabriel Bercu We itroduce two ew sequeces of Euler-Mascheroi type which have fast covergece

More information

Name Solutions to Test 2 October 14, 2015

Name Solutions to Test 2 October 14, 2015 Name Solutios to Test October 4, 05 This test cosists of three parts. Please ote that i parts II ad III, you ca skip oe questio of those offered. The equatios below may be helpful with some problems. Costats

More information

True Nature of Potential Energy of a Hydrogen Atom

True Nature of Potential Energy of a Hydrogen Atom True Nature of Potetial Eergy of a Hydroge Atom Koshu Suto Key words: Bohr Radius, Potetial Eergy, Rest Mass Eergy, Classical Electro Radius PACS codes: 365Sq, 365-w, 33+p Abstract I cosiderig the potetial

More information

Hauptman and Karle Joint and Conditional Probability Distributions. Robert H. Blessing, HWI/UB Structural Biology Department, January 2003 ( )

Hauptman and Karle Joint and Conditional Probability Distributions. Robert H. Blessing, HWI/UB Structural Biology Department, January 2003 ( ) Hauptma ad Karle Joit ad Coditioal Probability Distributios Robert H Blessig HWI/UB Structural Biology Departmet Jauary 00 ormalized crystal structure factors are defied by E h = F h F h = f a hexp ihi

More information

Polynomial Functions and Their Graphs

Polynomial Functions and Their Graphs Polyomial Fuctios ad Their Graphs I this sectio we begi the study of fuctios defied by polyomial expressios. Polyomial ad ratioal fuctios are the most commo fuctios used to model data, ad are used extesively

More information

Information Theory Model for Radiation

Information Theory Model for Radiation Joural of Applied Mathematics ad Physics, 26, 4, 6-66 Published Olie August 26 i SciRes. http://www.scirp.org/joural/jamp http://dx.doi.org/.426/jamp.26.487 Iformatio Theory Model for Radiatio Philipp

More information

5.61 Fall 2013 Problem Set #3

5.61 Fall 2013 Problem Set #3 5.61 Fall 013 Problem Set #3 1. A. McQuarrie, page 10, #3-3. B. McQuarrie, page 10, #3-4. C. McQuarrie, page 18, #4-11.. McQuarrie, pages 11-1, #3-11. 3. A. McQuarrie, page 13, #3-17. B. McQuarrie, page

More information

Inhomogeneous Poisson process

Inhomogeneous Poisson process Chapter 22 Ihomogeeous Poisso process We coclue our stuy of Poisso processes with the case of o-statioary rates. Let us cosier a arrival rate, λ(t), that with time, but oe that is still Markovia. That

More information

COURSE INTRODUCTION: WHAT HAPPENS TO A QUANTUM PARTICLE ON A PENDULUM π 2 SECONDS AFTER IT IS TOSSED IN?

COURSE INTRODUCTION: WHAT HAPPENS TO A QUANTUM PARTICLE ON A PENDULUM π 2 SECONDS AFTER IT IS TOSSED IN? COURSE INTRODUCTION: WHAT HAPPENS TO A QUANTUM PARTICLE ON A PENDULUM π SECONDS AFTER IT IS TOSSED IN? DROR BAR-NATAN Follows a lecture give by the author i the trivial otios semiar i Harvard o April 9,

More information

u t + f(u) x = 0, (12.1) f(u) x dx = 0. u(x, t)dx = f(u(a)) f(u(b)).

u t + f(u) x = 0, (12.1) f(u) x dx = 0. u(x, t)dx = f(u(a)) f(u(b)). 12 Fiite Volume Methos Whe solvig a PDE umerically, how o we eal with iscotiuous iitial ata? The Fiite Volume metho has particular stregth i this area. It is commoly use for hyperbolic PDEs whose solutios

More information

Exact scattering and bound states solutions for novel hyperbolic potentials with inverse square singularity

Exact scattering and bound states solutions for novel hyperbolic potentials with inverse square singularity Exact scatterig ad boud states solutios for ovel hyperbolic potetials with iverse square sigularity A. D. Alhaidari Saudi Ceter for Theoretical Physics, P. O. Box 37, Jeddah 38, Saudi Arabia Abstract:

More information

Discrete Orthogonal Moment Features Using Chebyshev Polynomials

Discrete Orthogonal Moment Features Using Chebyshev Polynomials Discrete Orthogoal Momet Features Usig Chebyshev Polyomials R. Mukuda, 1 S.H.Og ad P.A. Lee 3 1 Faculty of Iformatio Sciece ad Techology, Multimedia Uiversity 75450 Malacca, Malaysia. Istitute of Mathematical

More information

Stability Analysis of the Euler Discretization for SIR Epidemic Model

Stability Analysis of the Euler Discretization for SIR Epidemic Model Stability Aalysis of the Euler Discretizatio for SIR Epidemic Model Agus Suryato Departmet of Mathematics, Faculty of Scieces, Brawijaya Uiversity, Jl Vetera Malag 6545 Idoesia Abstract I this paper we

More information

Sine function with a cosine attitude

Sine function with a cosine attitude Sie fuctio with a cosie attitude A D Alhaidari Shura Coucil, Riyadh, Saudi Arabia AND Physics Departmet, Kig Fahd Uiversity of Petroleum & Mierals, Dhahra 36, Saudi Arabia E-mail: haidari@mailapsorg We

More information

Chimica Inorganica 3

Chimica Inorganica 3 himica Iorgaica Irreducible Represetatios ad haracter Tables Rather tha usig geometrical operatios, it is ofte much more coveiet to employ a ew set of group elemets which are matrices ad to make the rule

More information

AP Calculus BC Review Chapter 12 (Sequences and Series), Part Two. n n th derivative of f at x = 5 is given by = x = approximates ( 6)

AP Calculus BC Review Chapter 12 (Sequences and Series), Part Two. n n th derivative of f at x = 5 is given by = x = approximates ( 6) AP Calculus BC Review Chapter (Sequeces a Series), Part Two Thigs to Kow a Be Able to Do Uersta the meaig of a power series cetere at either or a arbitrary a Uersta raii a itervals of covergece, a kow

More information

Holistic Approach to the Periodic System of Elements

Holistic Approach to the Periodic System of Elements Holistic Approach to the Periodic System of Elemets N.N.Truov * D.I.Medeleyev Istitute for Metrology Russia, St.Peterburg. 190005 Moskovsky pr. 19 (Dated: February 20, 2009) Abstract: For studyig the objectivity

More information

Phys 6303 Final Exam Solutions December 19, 2012

Phys 6303 Final Exam Solutions December 19, 2012 Phys 633 Fial Exam s December 19, 212 You may NOT use ay book or otes other tha supplied with this test. You will have 3 hours to fiish. DO YOUR OWN WORK. Express your aswers clearly ad cocisely so that

More information

Quantum Annealing for Heisenberg Spin Chains

Quantum Annealing for Heisenberg Spin Chains LA-UR # - Quatum Aealig for Heiseberg Spi Chais G.P. Berma, V.N. Gorshkov,, ad V.I.Tsifriovich Theoretical Divisio, Los Alamos Natioal Laboratory, Los Alamos, NM Istitute of Physics, Natioal Academy of

More information

Governing Equations for Multicomponent Systems. ChEn 6603

Governing Equations for Multicomponent Systems. ChEn 6603 Goverig Equatios for Multicompoet Systems ChE 6603 1 Outlie Prelimiaries: Derivatives Reyols trasport theorem (relatig Lagragia a Euleria) Divergece Theorem Goverig equatios total mass, species mass, mometum,

More information

NUMERICAL METHODS FOR SOLVING EQUATIONS

NUMERICAL METHODS FOR SOLVING EQUATIONS Mathematics Revisio Guides Numerical Methods for Solvig Equatios Page 1 of 11 M.K. HOME TUITION Mathematics Revisio Guides Level: GCSE Higher Tier NUMERICAL METHODS FOR SOLVING EQUATIONS Versio:. Date:

More information

1 Adiabatic and diabatic representations

1 Adiabatic and diabatic representations 1 Adiabatic ad diabatic represetatios 1.1 Bor-Oppeheimer approximatio The time-idepedet Schrödiger equatio for both electroic ad uclear degrees of freedom is Ĥ Ψ(r, R) = E Ψ(r, R), (1) where the full molecular

More information

TR/46 OCTOBER THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION A. TALBOT

TR/46 OCTOBER THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION A. TALBOT TR/46 OCTOBER 974 THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION by A. TALBOT .. Itroductio. A problem i approximatio theory o which I have recetly worked [] required for its solutio a proof that the

More information

(b) What is the probability that a particle reaches the upper boundary n before the lower boundary m?

(b) What is the probability that a particle reaches the upper boundary n before the lower boundary m? MATH 529 The Boudary Problem The drukard s walk (or boudary problem) is oe of the most famous problems i the theory of radom walks. Oe versio of the problem is described as follows: Suppose a particle

More information

PHYS-3301 Lecture 10. Wave Packet Envelope Wave Properties of Matter and Quantum Mechanics I CHAPTER 5. Announcement. Sep.

PHYS-3301 Lecture 10. Wave Packet Envelope Wave Properties of Matter and Quantum Mechanics I CHAPTER 5. Announcement. Sep. Aoucemet Course webpage http://www.phys.ttu.edu/~slee/3301/ PHYS-3301 Lecture 10 HW3 (due 10/4) Chapter 5 4, 8, 11, 15, 22, 27, 36, 40, 42 Sep. 27, 2018 Exam 1 (10/4) Chapters 3, 4, & 5 CHAPTER 5 Wave

More information

CALCULUS BASIC SUMMER REVIEW

CALCULUS BASIC SUMMER REVIEW CALCULUS BASIC SUMMER REVIEW NAME rise y y y Slope of a o vertical lie: m ru Poit Slope Equatio: y y m( ) The slope is m ad a poit o your lie is, ). ( y Slope-Itercept Equatio: y m b slope= m y-itercept=

More information

Lecture 1 Probability and Statistics

Lecture 1 Probability and Statistics Wikipedia: Lecture 1 Probability ad Statistics Bejami Disraeli, British statesma ad literary figure (1804 1881): There are three kids of lies: lies, damed lies, ad statistics. popularized i US by Mark

More information

Mechatronics II Laboratory Exercise 5 Second Order Response

Mechatronics II Laboratory Exercise 5 Second Order Response Mechatroics II Laboratory Exercise 5 Seco Orer Respose Theoretical Backgrou Seco orer ifferetial equatios approximate the yamic respose of may systems. The respose of a geeric seco orer system ca be see

More information

Lecture #5. Questions you will by able to answer by the end of today s lecture

Lecture #5. Questions you will by able to answer by the end of today s lecture Today s Program: Lecture #5 1. Review: Fourth postulate discrete spectrum. Fourth postulate cotiuous spectrum 3. Fifth postulate ad discussio of implicatios to time evolutio 4. Average quatities 5. Positio

More information

PAijpam.eu ON DERIVATION OF RATIONAL SOLUTIONS OF BABBAGE S FUNCTIONAL EQUATION

PAijpam.eu ON DERIVATION OF RATIONAL SOLUTIONS OF BABBAGE S FUNCTIONAL EQUATION Iteratioal Joural of Pure ad Applied Mathematics Volume 94 No. 204, 9-20 ISSN: 3-8080 (prited versio); ISSN: 34-3395 (o-lie versio) url: http://www.ijpam.eu doi: http://dx.doi.org/0.2732/ijpam.v94i.2 PAijpam.eu

More information

Journal of Power Sources

Journal of Power Sources Joural of Power Sources 196 (211) 442 448 Cotets lists available at ScieceDirect Joural of Power Sources joural homepage: www.elsevier.com/locate/jpowsour Semiaalytical metho of solutio for soli phase

More information

First, note that the LS residuals are orthogonal to the regressors. X Xb X y = 0 ( normal equations ; (k 1) ) So,

First, note that the LS residuals are orthogonal to the regressors. X Xb X y = 0 ( normal equations ; (k 1) ) So, 0 2. OLS Part II The OLS residuals are orthogoal to the regressors. If the model icludes a itercept, the orthogoality of the residuals ad regressors gives rise to three results, which have limited practical

More information

Physics 2D Lecture Slides Lecture 22: Feb 22nd 2005

Physics 2D Lecture Slides Lecture 22: Feb 22nd 2005 Physics D Lecture Slides Lecture : Feb d 005 Vivek Sharma UCSD Physics Itroducig the Schrodiger Equatio! (, t) (, t) #! " + U ( ) "(, t) = i!!" m!! t U() = characteristic Potetial of the system Differet

More information

Remarks on a New Inverse Nodal Problem

Remarks on a New Inverse Nodal Problem Joural of Mathematical Aalysis ad Applicatios 48, 4555 doi:6maa6878, available olie at http:wwwidealibrarycom o Remars o a New Iverse Nodal Problem Ya-Hsiou Cheg, C K Law, ad Jhishe Tsay Departmet of Applied

More information

Generating Functions for Laguerre Type Polynomials. Group Theoretic method

Generating Functions for Laguerre Type Polynomials. Group Theoretic method It. Joural of Math. Aalysis, Vol. 4, 2010, o. 48, 257-266 Geeratig Fuctios for Laguerre Type Polyomials α of Two Variables L ( xy, ) by Usig Group Theoretic method Ajay K. Shula* ad Sriata K. Meher** *Departmet

More information

POWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS

POWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS Joural of Applied Mathematics ad Computatioal Mechaics 4 3(3) 3-8 POWER SERIES SOLUION OF FIRS ORDER MARIX DIFFERENIAL EQUAIONS Staisław Kukla Izabela Zamorska Istitute of Mathematics Czestochowa Uiversity

More information

Math 155 (Lecture 3)

Math 155 (Lecture 3) Math 55 (Lecture 3) September 8, I this lecture, we ll cosider the aswer to oe of the most basic coutig problems i combiatorics Questio How may ways are there to choose a -elemet subset of the set {,,,

More information