Gambler s Ruin and. The Three State Markov Process. A Thesis Presented to the Faculty of. California Polytechnic University, Pomona

Similar documents
Posterior analysis of the compound truncated Weibull under different loss functions for censored data.

APPLICATION OF A Z-TRANSFORMS METHOD FOR INVESTIGATION OF MARKOV G-NETWORKS

ELECTROMAGNETISM, NUCLEAR STRUCTURES & GRAVITATION

9.6 Spherical Wave Solutions of the Scalar. Chapter 9: Radiating Systems, Multipole Fields and Radiation

Life After Study Abroad

ANSWER KEY. Page 1 Page 2 cake key pie boat glue cat sled pig fox sun dog fish zebra. Page 3. Page 7. Page 6

Existence of Nonoscillatory Solutions for a Class of N-order Neutral Differential Systems

11/8/2002 CS 258 HW 2

International Journal of Scientific & Engineering Research, Volume 7, Issue 5, May-2016 ISSN The Maximum Eccentricity Energy of a Graph

An Elephantine Misunderstanding: A miscommunication between researchers and their subjects

Chapter 1 Fundamentals in Elasticity

A New Dynamic Random Fuzzy DEA Model to Predict Performance of Decision Making Units

Introduction to Finite Element Method

Anouncements. Conjugate Gradients. Steepest Descent. Outline. Steepest Descent. Steepest Descent

RAKE Receiver with Adaptive Interference Cancellers for a DS-CDMA System in Multipath Fading Channels

Here Comes the Showboat Silver Anniversary Year

CANADIAN RAILROAD HISTORICAL ASSOCIATION

Chapter 1 Fundamentals in Elasticity

TRENDS IN 2018 FURNITURE HANDLES

Preflight Submitted by Bob Niemiec. Frank Arrufat and the real Kathleen Submitted by Hal Marshman, Sr. Meeting Notes Submitted by Ed Potkai

T h e C e n t r e f o r U l t r a h i g h b a n d w i d t h D e v i c e s f o r O p t i c a l S y s t e m s ( C U D O S )

Chapter 1 Fundamentals in Elasticity

Handout on. Crystal Symmetries and Energy Bands

Study on Structure Property of Cantilever Piezoelectric Vibration Generator

The Log-Gamma-Pareto Distribution

CONTENTS. Hugo Reitzel, the pickles enthusiast CERTIFICATIONS JARS POUCHES & CANS SALAD DRESSING MINI-TUBES

". :'=: "t',.4 :; :::-':7'- --,r. "c:"" --; : I :. \ 1 :;,'I ~,:-._._'.:.:1... ~~ \..,i ... ~.. ~--~ ( L ;...3L-. ' f.':... I. -.1;':'.

Preliminary Concept 3

Boyce/DiPrima/Meade 11 th ed, Ch 4.1: Higher Order Linear ODEs: General Theory

Analytical Evaluation of Multicenter Nuclear Attraction Integrals for Slater-Type Orbitals Using Guseinov Rotation-Angular Function

0# E % D 0 D - C AB

An Interactive Intuitionistic Fuzzy Non-Linear Fractional Programming Problem

Multi-layer Thermal Analysis for VLSI Chips: A New Technique and Its Mathematical Foundations

Lions 202L News and Views Week Commencing 2 nd May ISSUE 586. Like us on facebook/noozletta Please address all items to

August 30, 2013 Volume 85 Issue 2 echo.snu.edu 6612 NW 42nd St. Bethany, OK (405)

Part I- Wave Reflection and Transmission at Normal Incident. Part II- Wave Reflection and Transmission at Oblique Incident

Bayesian Estimation of the parameters of the Weibull-Weibull Length-Biased mixture distributions using time censored data

Boyce/DiPrima 9 th ed, Ch 7.6: Complex Eigenvalues

TABLES AND INFORMATION RETRIEVAL

Assessing Student Work MATH RUBRIC. Understanding Reasoning Accuracy Communication

STANLEV M. MOORE SLAIN IN COLORADO

k of the incident wave) will be greater t is too small to satisfy the required kinematics boundary condition, (19)

Chapter 5. Long Waves

Lecture 7 Diffusion. Our fluid equations that we developed before are: v t v mn t

Cylon BACnet Unitary Controller (CBT) Range

Assessment / audit system

Numerical Solution of Transient Thermal Stresses in a Functionally Graded Cylinder

Eastern Progress - 25 Jan 1923

UCM DEPARTMENT OF THEATRE & DANCE PRESENTS SEASON

KFDA Inspection Program for Quality and Compliance Efforts. Young-Ok Kim Clinical Trials Management Div. Korea Food and Drug Administration

THIS PAGE DECLASSIFIED IAW EO 12958

DESIGN OF DATA ACQUISITION SYSTEM FOR MEASUREMENT OF POWER AND ENERGY USED IN CHARGING CAPACITOR BANKS.

Non-Equidistant Multi-Variable Optimum Model with Fractional Order Accumulation Based on Vector Continued Fractions Theory and its Application

ORDINANCE NO. 13,888

c- : r - C ' ',. A a \ V

P Temperature Buffer Test. Measurements of water content and density of the excavated buffer material. Lars-Erik Johannesson Clay Technology AB

Bayesian Credibility for Excess of Loss Reinsurance Rating. By Mark Cockroft 1 Lane Clark & Peacock LLP

E.6 E E OU.120a 4' - 10" OO.142 MECHANICAL STOR. CLOS. ROOM 22' - 0" WALK-OFF A5.401/13 OU ' - 9" B.3. OO.111b B.

African cosmogonies as a foundation of ancient Egyptian philosophy

Department of Mathematics. Birla Institute of Technology, Mesra, Ranchi MA 2201(Advanced Engg. Mathematics) Session: Tutorial Sheet No.

FUNDAMENTELE PROGRAMĂRII

Suppose we have observed values t 1, t 2, t n of a random variable T.

Creative Communications Sample

FALL 1 PARTRIDGE TIPPETT NURSING FACILITY DATE:

Two-Dimensional Quantum Harmonic Oscillator

Order Statistics from Exponentiated Gamma. Distribution and Associated Inference

A Review of Dynamic Models Used in Simulation of Gear Transmissions

Circles. 1. In the accompanying figure, the measure of angle AOB is 50. Find the measure of inscribed angle ACB.

t a serial T p c o y o d c b m ii y f t s u d W y p ii a p l u R O f l T h k s m me t er y d n y ad v o t b c t t t w j i t M ua T n a a o t U t n i a

CBSE , ˆj. cos CBSE_2015_SET-1. SECTION A 1. Given that a 2iˆ ˆj. We need to find. 3. Consider the vector equation of the plane.

Antibacterial effect assessment of ZnS: Ag nanoparticles

OPTICAL DESIGN. FIES fibre assemblies B and C. of the. LENS-TECH AB Bo Lindberg Document name: Optical_documentation_FIES_fiber_BC_2

About the DISC language

Convergence tests for the cluster DFT calculations

Heroes. of the New Testament. Creative. Communications. Sample

HISTORY HOW TO FIX. Service Delivery Strategy Efficiency & Tax Equity for Local Governments 5/4/2018. Service Delivery in Georgia:

Reliability Equivalence of Independent Non-identical Parallel and Series Systems.

SPACE TYPES & REQUIREMENTS

NORTHING 2" INS. COPPER COMM. CABLE 6" D.I. WATER LINE 52 12" D.I. WATER LINE 645, ,162, CURVE DATA US 40 ALT.

Napa Valley Intergroup July 8, 2017

Ch. 22: Classical Theory of Harmonic Crystal

GalCiv Quick Reference ( )

h CONCERTO GAUCHO Trumpet & Orchestra Kevin M. Walczyk Tim Morrison KEVELI MUSIC for composed for

THE SUPREME COURT OF MAURITIUS REASONS FOR DECISION OF THE LORDS OF THE JUDICIAL COMMITTEE OF THE PRIVY COUNCIL OF THE

Fundamental Solutions for Micropolar Fluids

Maturity Models Development in IS Research: A Literature Review

EQUIPMENT IDENTIFICATION

Analysis of Collaborative Learning Behaviors and the Roles of Collaborative Learning Agent

For personal use only

ADAPTIVE MULTISCALE HOMOGENIZATION OF THE LATTICE DISCRETE PARTICLE MODEL FOR THE ANALYSIS OF DAMAGE AND FRACTURE IN CONCRETE

_ J.. C C A 551NED. - n R ' ' t i :. t ; . b c c : : I I .., I AS IEC. r '2 5? 9

Supporting youth mental health & suicide prevention programs. Your schools mental health awareness journey begins here...

FOR MORE PAPERS LOGON TO

x xi r 0. The most popular RBFs are given as follows: IUST International Journal of Engineering Science, Vol. 19, No.5-2, 2008, Page 21-26

A tale of two architectures (2)

the appleton north With the passing of The Lion of the Senate, Obama urges healthcare reform forward.

Scandinavia SUMMER / GROUPS. & Beyond 2014

ANSWERS TO ODD NUMBERED EXERCISES IN CHAPTER 2

H STO RY OF TH E SA NT

Exterior Building Renovations

Transcription:

Gamb s ad Th Th Sa Maov oss A Thss sd o h Fay of afoa oyh Uvsy, omoa I aa Ffm of h ms fo h Dg Mass of S Mahmas y a 5

Sga ag Thss: Gamb s ad h Th Sa Maov oss Aho: Da Sbmd: a As Dam of Mahmas ad Sass D. Aa K Thss omm ha Mahmas ad Sass D. ada J. Swf Mahmas ad Sass D. Jy Sws Mahmas ad Sass D. bs vo m Mahmas ad Sass

Aowdgms I wod o ha my advso D. Aa K. Who h oss hos of gda ad ddao ha h gav o h m, hs hss wod o hav b ossb. D. K s a sao o oy o m, b o vyo who osss hs ah. Thas o D. Jy Sws fo a of h owdg ad sgh. Aso o D. ady J. Swf, who aswd hosads of my sos hs as wo yas. Addoa has a owd o D. bs vo m, D. Sws ad D. Swf fo h obos as hss omm mmbs. Las b o as, I wod o ha my as, da ad ay, fo h osa ov ad oagm. Thas o my boh y fo aways movag m o sv o b h bs. Aso, has o Lassa fo g wh dss hos of sdyg ad mah babb. To a of my famy ad fds I am ay gaf o yo fo sadg bhd m dg my oy of bomg a mahmaa.

ASTAT obabs a dmd fo a vay of gamb s mods. Sfay, obabs a fod h assa gamb s mod agmd o d aasoh ad wdfa obabs. Ths obm s sovd boh a f m ad f m sg. I h f m as, a ah ombaos ays a y o o o sam ahs of h Maov ha. I h f m as, aos a sovd sg obaby gag fos ad h hoy of dff aos. Th as obaby fos a y dmd fo h ga h sa Maov oss. Ths soos a agozd o h ds ass ad fo foms; ams of ah y of as obaby fo a sd.

Tab of os ha - Gamb s F Tm Iodo 6 So - Gamb s F Tm 7 So - Gamb s wh aasohs F Tm 5 So - Gamb s wh aasohs ad Wdfas F Tm ha - Gamb s If Tm Iodo 7 So Th Gamb s obm 8 So - Gamb s wh aasohs If Tm 9 So - Gamb s wh aasohs ad Wdfas If Tm ha Th Ga Th Sa Maov oss Iodo Th Ga Th Sa Maov oss 5 oso 65 fs 67 5

ha Gamb s F Tm Iodo I hs ha, h gamb s obabs, f m, a dmd wo dff sgs. Th gamb s wh aasohs s sovd So ad h h gamb s obm wh aasohs ad wdfas s dmd So. W bg wh a y a ah og s fo sovg h ass gamb s f m. Ths ombao mhod s dd o sov h gamb s wh aasohs ad h gamb s wh aasohs ad wdfas, by soag h ass gamb s wh hs gazd mods. Th a wo ah og aoahs o fd h gamb s wh aasohs f m. Th fs mhod avods aasohs ad ods a soo ha s dd o h aasoh obaby oy my. Th sod aoah s mo d ad s y aasoh dd. Th sod h s h sd o sov h gamb s wh aasohs ad wdfas So. 6

So - Gamb s F Tm Th gamb s obm s ov h hdd ffy yas od. I a b ad ba o ovsao s ba ad foh bw as asa ad Fma, s []. asa osdd h obm so dff ha h dobd whh Fma wod b ab o sov. I asa s oo, s [], was mo dff ha a h oh obaby obms hy had dsssd. Th gamb s obm gos as foows: a ay sas wh a gv amo of moy, -doas, ad mas a ss of o doa bs. Assm hs ay h ws a doa o oss a doa o ah b. Th ay s fo may b vsazd as a Maov ha o h sa dagam show bow Fg - - Fg - Th sa dagam fo h gamb s obm wh <, <, ad. Eah sa ss h amo of moy h ay has a ay gv m. Sag a sa, h ay ws o oss a doa, movg o h f o h gh o Fg. Th gam ds wh h ay oss a of hs moy o wh h ahs hs goa of wg doas. Th obaby s h ha of ahg sa bfo sa. Th a wo vaas of h 7

gamb s obm: o assms f m o a md mb of bs ad h oh assms a f m o a md mb of bs. Th soo o boh gamb s obms das ba a as o h a 6 s [,]. I addo o asa ad Fma, soos w obad by. ygs, J. o, A. d Mov,. d Momo ad N. o, s [, ]. I hs ha, w aayz h f m gamb s obm sg a ah ombaos. W sos h s oy m fo wags. Th obaby of havg doas af mag bs gv yo sad wh doas s dod by y hoy of Maov has, [] f, fo,,,,,. O... O h Ρ has s. No: ad a h obabs of bg absobd by,,, m. Tha s, h obaby ha by h h b h ay has o moy f s, ad, s h obaby of mg hs goa of doas by h h b. A h absobg sas ad h s o a o go b ma h. L ob bg sa af -ss ay a sa, as aady dfd ad, ob absoo a sa zo -ss ay a sa. W dsss a mhod o dm a aay sso fo., 8

Fo smy assm,. Tha s, w assm, a boh sd h bo Fg. - - Fg L L, s h oo a a ahs gog fom o -ss, bodd by hozoa s y ad y ad sd o o h hs bodas. Fg Tya La ah To dm,, h obm oms dow o fdg h mb of a ahs gog fom o -ss o hg zo o. Th mb of a ahs L, s sd by L,. 9

Lmma -. Fo,, L wh h sbs of mas < > o f f Ths s s dvd sg ombaos, h fo, ad h mhod of so/so. Th oof may b fod [9, ]. wg h sm of boma offs h dg mma as h ows w oba a s dsovd by a oy omoa ofsso Da Mas, s [7]. Afwads, was fod o ha hs s gos ba may yas, f. []. Lmma -. Fo m a wh a, m a who mbs m a m a g w w m g mod ad wh w m, a oo of y. h m ombg Lmmas -. ad -. ad smfyg gvs h foowg moa ooso.

ooso -. Fo, L os s s, No: s o obvos h dg sso s a g, ao ha os h mb of a ahs. W a h of h w-ow Fboa foma. S [6] fo h om das of h oof of hs ooso. Fom hs ooso a ooay foows. ooay -. as, os s s, as os s s os, oof. Fo as, o ha,, L d

wh s h mb of ss ad d h mb of dow ss. As bfo, s h obaby of movg fom sa o sa, wg a doa ad s h obaby of movg fom sa o sa -, osg a doa. Th mb of sam ahs, Fg, ha sa a sa ad d a sa -ss who hg h wo absobg sas s L,. Moov d d d wh s h mb of wad ss ad d s h mb of dowwad ss. Th oa mb of ss mad,, s a o h mb of wad ss ad dowwad ss. Th dff wad ss ad dowwad ss s va o h dff dg ad sag osos. Ths gvs as, sg h foma fo L, fod ooso -.. Fo as, h obaby of sag a sa ad gog o sa -ss s va o h obaby of sag a sa, gog o sa o - ss, h gog o zo o h h -s, o sag a sa, gog o sa o - ss, h gog o zo o h - h -s, o Ths s a o h sm,ov, of obabs gog fom o -ss ms, h obaby of movg fom o sa zo o s.,,, s dmd by as sg. Ths,

os s s, os s s os s s No ha os s a aa gom ss wh os Ths, os os os So,, os s s, os os s s Ths oms h oof of as.

o Eam A o ay sas wh a gv amo of moy,,, o doas, ad mas a ss of o doa bs. Assm h ay h ws a doa o oss a doa o ah b of d o ba. 8/8 8/8 8/8 8/8 5 /8 /8 /8 /8 Fg 5 mamm va, 8/8 obaby of a w, ag a b o ba o d, /8 obaby of a oss, sag amo hav b aad h foowg ab sd as,., 5 5 5,,,,,,5..7..7..795.5..5.66..55..858..58..67..7.6..767.9..66..657..79.7..77..9..59..857..77.7..78.589..857..87..97..589..7.7..898.....6..668.....8..6.....56.......7558..898.....6..668.....8..6.....56.......7558

So - Gamb s wh aasohs F Tm I hs so, a gazao of h oga gamb s obm s osdd. A addd obaby,, of a aasoh s assmd. Tha s, a ha ha a ay o dg h bg a ay a os a of hs moy s ow ossb. A om sysm may b modd a sma ma. A had dv may b hogh of as addg bys of fomao wh obaby ad osg o ossg fomao wh obaby, b a ay o m h had dv mgh ash osg a of s fomao. Th a ah og s fod ooso -., som agba, ad bas os of obaby, ovd h oos d o sov h gamb s obm wh aasohs. I hs so, w s wo dff mhods of soo. Th sod mhod aas mo ga, aowg s o osd mo ga ad obms s So. owv, hs s so, o may goa s o oba a ga aay sso fo h obaby of bg d f m wh h gamb s obm s agmd o d aasoh obabs. Movad by g ad oao mods, osd ha a ay s,,..- h s a obaby of a aasoh ag yo o sa zo as show Fg 5. 5

- Fg 5 - Gamb s wh aasohs wh,,, <, ad. Wh aso ma M O O... O O M h Ρ has s., No: ad a h obabs of bg absobd by m. As bfo, w wsh,, o fd a sao fo. Assm, as show Fg 6., Aga,, ob bg sa -ss ay a sa., ob absoo a sa zo -ss ay a sa. 6

- Fg 6 - Gamb s wh aasohs h bo, Th foowg ooay foows fom ooay -. ooay -. as, os s s, as os s s os, oof. I as, h mb of sam ahs sd h bo of Fg 6 s h sam as h mb of sam ahs sd h bo of Fg. Th oy dff s ha ow 7

< s. Thfo h sam og foma ooso -. hods ad as foows h as dd ooay -.. Fo as, fdg, s va o h obm of fdg, wh h s ad s vsd Fg. I So, h obaby of movg fom sa o sa zo -ss was show ooay -. o b, os s s os Η Swhg h s ad h s ad ag h a sa wh - gvs, os s s os, whh sabshs as ooay -.. To dm h obabs o Fg 5 w s wo dff mhods. Thom -. Fo os s s os os s s, oof. S,,,, hods, ad h obaby foows fom ooay -.. 8

No: h dg hom dds o h obaby a m way s. Th foowg hom gvs a mo ga aav sso fo h obabs o Fg 5. h ddy o s. Thom -. Fo, os s s os s s oof Th hom w b show assmg. Th agm ods by oog a wh yo w a o s ba fom, assmg yo a d ss. Ths mas ha w h sad a sa ad w o sa - ss ad h o h as s w o sa wh obaby, a oss; o sag a w oyd o sa - ss ad h o h as s w o sa wh obaby, a aasoh. If w add ov a ossb ahs havg ss ad ov a ossb as osos, w oba,,, Thom -. ow foows fom sbso of as of ooay -.. No: Ths ah og agm as o h mo ga sao of. 9

Eam wh aasohs A ay, ayg a a ga aso, sas wh a gv amo of moy,,, o doas, ad mas a ss of o doa bs ag a b. Assm h ay h ws a doa o oss a doa o ah b. A ay m dg h ay s bg h aso has obaby.5 of bg osd dow, asg h ay o os a of hs moy..5.5.5.5.5 5.5.75.75.75.75.75.5 Fg 7 5, / obaby of a w, /8 obaby of a oss, /8 obaby of aasoh, sag amo hav b aad h foowg ab, sd as,. Fo am h, obaby fo bg sa h af bs gv yo sad wh o doa s fod h ab, by g off h foh ow,, om, y..7,

5 5,5,,,,,..98..879..7.8..8.659..6..7..9..55..879.6..77.97..659..7..9.79..7..959..5..6..7.8579..6.96..6..78..9..96..79.95..8...5..9575....6..5.8876..6...6..7576..957.....58..8.....958..6.....888..7.....758..959.....5..8.....958..6.....888..7.....758..959.....5 Th mbs o hs ab a od o fo sgfa dgs.

Smmazg h as ooay ad h wo as homs, h -s aso obaby fos of h gamb s obm wh aasohs Fg 5 sag a sa wh a: os s s, os s s os, os s s os os s s, Aavy,, os s s os s s whv.

So - Gamb s wh aasohs ad Wdfas F Tm I hs so, w gaz h mhods of So o dm h obabs of a gamb s sysm havg boh aasohs ad wdfas. Th mhod dsssd Thom -. as dy o gv a, aay sso fo h obabs of a sysm havg aasohs ad wdfas addo o h sa w/os asos. As bfo, o aoah s b o h ah og s of ooso -. So. Th ma da s ha a va aasoh o wdfa, wh os, w oy ha a h d of a oy. Ths aows s o osd was o Fg 8 bow o b ssay a ahs h d of h wa. ooso -. s s how o o sh ahs. osd s s - Fg 8 - Gamb s wh aasohs ad Wdfas

wh aso ma M O O... O O s s M s s h Ρ has s. No: ad a h obabs of bg absobd by,,, m. osd ha a ay s,,,- h s a obaby of a aasoh ag yo o sa zo ad ha h s obaby s of a wdfa ag yo o sa wh s,,,, ad. As bfo w wsh o fd a sao fo., s s - Fg 9 Gamb s wh aasohs h bo,

Th aso obaby fos a dmd fo wo ds ass by h foowg ooay. ooay -. as Fo, os s s, as Fo, os s s os s s oof. Fo as, h oof foows as bfo fom ooso -.. as foows fom h vos ah og s dsssd Thom -.. I a sma way, hs ah og h aows a d aoah fo fdg h obaby of ahg yo goa,, ss. Ths m,,,, s whh gvs 5

, os s s os s s s. I smmay, h ga -s aso obaby fos of h gamb s wh aasohs ad wdfas a, sag fom sa,, o,, os s s,. Th obaby, sag fom sa,, s, os s s os s s Th goa obaby, sag fom sa,, s, os s s os s s s As fa as w ow, hs foma a w h aasoh ad wdfa sg. 6

ha Gamb s If Tm Iodo I hs ha, w aga osd h assa gamb s obm b wh a f amo of m. Mo gay, w osd ah of h h mods sd ha d h assmo of havg a df amo of m absoo. Ths m, o hs do o y s ah og. Th obm s addssd as sovg a sysm of aos d aoa boday odos. Two hs a moyd: dff aos ad obaby gag fos. I aa, h f m gamb s wh aasohs obm s sovd So sg h hoy of sod od, osa off aos ad som as ad obaby hoy o hod a ogh. Ths s ad h mhod a h gazd So o sov h gamb s wh boh aasohs ad wdfas f m sg dff ao hs. A sg obaby gag fo aoah may aso b sd o dm h obabs h aasoh ad wdfa as. Ths soo mhod s aso sd So. 7

So - Th Gamb s obm W osd h assa gamb s obm b ow wh a f amo of m, - - Fg - Th sa dagam fo h gamb s obm wh <, <, ad. Th obaby s h ha of vay ahg sa bfo sa. Th assa gamb s obm f m has h foowg ga soo, s [, ]. T < T fo fo Th obm has b sovd may ways []. 8

So - Gamb s wh aasohs If Tm Ths so oos a h sam s- as So - b wh f m. W a oog fo h obabs, ha s, obabs of va absoo a sa zo. I hs so, w dv ssos fo boh h obabs ad h obaby of ahg o goa,, gv ha yo sa a sa. Ths a obad sg h hoy of a, osa off aos. Fo f m, a hs Maov ha was fs dsbd So of ha. - Fg - Gamb s wh aasohs L obva absoo a sa zo ay a sa ad obva absoo a sa ay a sa. 9

Th ma s of hs so s gv h foowg hom whh s odd h fom som o wo aag [5]. Thom -. Fo oof. odog o h fs s,,,, fo M K M If yo sa sa h ha of bg d a b fod by sg wh yo a af o s. Af o s yo od b a sa wh obaby h g d, a - wh obaby h g d o a sa zo wh obaby h g d. Th obaby af o s of bg absobd a gv ha yo bga a sa zo s zo s zo s a absobg sa. Th aos fom a sysm of sod od, a, osa-off dff aos.

Ths fo,,,,..., wh haas ao,. Th oos of hs ao a ±. No ha hs oos a ds s s osv. h ga soo of h s of h fom s [8] wh ad a osas o b dmd by h wo boday odos ad. Ths gvs wh soo Ths,

So,, omg h oof.

So - Gamb s wh aasohs ad Wdfas If Tm I hs so, w osd a sysm of a osa off aos fo h obabs of Fg gv ha yo sa a sa. W s wo mhods of soo. Th fs aoah ss obaby gag fos. O sod soo mhod whh w gafy aowdg was sggsd by hss omm mmb, D. ada J. Swf s a dff ao aoah whh ssay gazs h agms sd h vos so. osd h Maov ha sad Fg. s s - Fg - Gamb s wh aasohs ad Wdfas

W s h obaby of vay bg d, obva absoo a sa zo ay a sa. Thom -. Fo h Maov ha dsbd by Fg, h a gv bow. fo b fo a a a b a,,,..., ad,,,..., wh β α β α β α β α wh ad β α

oof. odog o h fs s gvs, M M,,..., wh s. So fo,,..., wh a odos, ad. Th obabs,,a b fod sg h h of gag fos s ag of []. L ad D gg wh ad myg hogh by gvs, 5

[ ] [ ] [ ] [ ] Myg hogh by, [ ] [ ] Sovg fo, [ ] [ ] Dvdg hogh by, Faog o a, 6

Th oos of h ada o h f had sd of h dg ao a,, ± ± ± ad may ow b fod. No ha assmg > o s>. W hav a h foma fo h f sm of a gom ss... So, [ ]... Dvdg hogh by gvs [ ]... y aa faos, wh A A Now A ad a b sd as ow ss. 7

...... A A A A Th [ ]... A ag A wh h ow ss gvs [ ]......... A [ ]...... A A A No ha ga f......... b b b a a a h 8

b a b a b a b a b a b a b a K M fo a a a,...,, ad,,,..., fo A b wh A A A ad A 9

Ta A β ad α o oba h sso Thom -.. Th obabs,, may ow b d off as h offs of h gag fo. Sovg fo h obabs mas ossb o fd h goa obabs, s, sg h fa ha as m s off o fy, fo a s h ha yo a a h of h wo absobg sas s. Tha s h s obaby of bg d o mg yo goa f yo aow f m.,,,,...,. fo a A aav way o sov h ao s sg a dff ao h, []. a h ao fod a, Th ga soo o h dg ao may b fod by h sm of h homogos soo ad a aa soo, []. To fd a aa soo, assm, a osa. Th

so s, s whh gvs h aa soo, s Now has h assoad homogos ao Th assoad haas ao s wh oos ad Th ga soo may ow b w as [] s

Th osas a dmd by h a odos,, ad : s s whh gvs s s s s s No ha o o odd wh s h gas g ss ha o a o. So a b w as,

s s ad s s s Ths h obabs s a s wh s s s s s

ha Th Ga Th Sa Maov oss Iodo I Maov osss, h sms bas am s h wo sa Maov oss whos as obaby fos a sovd om da mos boos o h sb, f. [, ]. Th s omy s h h sa Maov oss. owv, o o owdg, h as obaby fos of hs oss hav o b ad f gay. If h h sa Maov oss s addssd a a, oy a sa ass a sd s, fo am, h obm so of ha []. I s o ha h h sa Maov oss has h mahmaa ds foms ha h as obaby fos may a ad ha hs soos d goom fos ha dd o aa h wo sa Maov oss as. Thfo, fo h dg dagogay ad mahmaay sg asos, a dad soo of h as obaby fos fo h ga h sa Maov oss s dvod h.

So - Th Ga Th Sa Maov oss I hs so h as obaby fos,,, of h ga h sa Maov oss a y dmd. Ths as obaby fos a fod o hav h ds foms of soo whh a fy dsbd. Th so ods by sag ams of ah soo fom. osd h ga h sa Maov oss d bow, β γ Fg - Ga h sa aso a dagam havg aso a ma β β Q γ γ 5

W aso do ah y of Q by,. Aodg o h hoy of Maov osss,, h aso a of movg fom sa o sa fo,,,,. Th ma Q w aso b w as Q,,,,,,,,, Movg fom sa zo o sa o, fo am os a a a,, ad movg fom sa zo o sa wo os a a β,. S o oh asos o of sa zo o h a of sayg sa zo s h gav sm of h dag as, [], ha s, β,. Th ows of Q add o zo. Dagoa s a oosv. Off dagoa ms a o-gav. W a sd fdg h aso obaby fos,, wh,,,. s fod by sovg h,, Komogoov fowad o bawads aos, wh I, wh Q Q,,,,,,,,, s h ma of aso obaby fos ad Q s as abov. Th soo of h Komogoov bawads ao a b w [] as 6

Q ad h sady sa dsbo s gv by h foowg dsbo. Lmma -. Th sady sa dsbo of h ga h sa Maov oss d Fg s γ γ γ β β β wh β γ oof Th saoay ad sady sa dsbo may b fod s [] o [] by sovg o Q [ ] 7

[ ] [ γ γ β β ] Ths gvs h foowg sysm of aos, γ β γ β whh may b sovd fo,, ovdd w o b a dsbo, ha s,. ah ha odg a h agba das o sov hs sysm, s h sady sa dsbo s s ogh o vfy ha [ ],, Q wh γ β β β γ β β γ γ β γ γ o β β β γ γ γ 8

wh γ β Ths sagh fowad h s f o h ad ad oms h oof. S h soos o Q Q, a ow, [], o hav h fom b a wh a ds gvas of Q wh osa offs ad soo fom wh, fo am, s a dob oo, w ow o ao o fdg h gvas of Q. To dm h gvas of Q, a ha h haas ao of Q s,, b a [ ] d d I Q γ γ β β No ha vo s a gvo of Q s. Ths foows s ah of h ows of Q add o zo. Ths s a gva of Q. Ths mas h haas ao of Q may b w as Q wh 9

β γ β γ Ths s h sam ha aas Lmma -.. If, a h oos of, h ad, ± a h gvas of Q. Th a h ds ass o osd:... > < as > S > foows ha, ad s >. I aa,,, a h o-osv gvas of Q, whh a ds f zo s o a m oo ha s, f >. If zo s a m oo h h Maov oss ffvy boms a oss havg asos bw wo o fw of s h sas. Thfo, w hfoh assm,, a h o-osv, ds gvas of Q. Th, by [] fo am, a b. wh s h sady sa dsbo fo sa gv Lmma -. o ha as, ad a ad b a osas whh w ow dm. 5

Sbsg o ao. ods, δ a b o δ a b wh δ fo fo s h Ko da fo Fo ay sf,,,, a b o a b Th a b ad δ a b a b sd o dm a ad b : δ b b b δ a δ a δ I smmay, a b boms, fo as, > δ δ 5

wh β β β γ γ γ γ β γ β, ± wh h δ ad a a ow. as, dob oo I hs as, ± ± a dob oos of h haas ao, wh < ad γ β. Th as obaby fos fo dob oos a s [], d. 5

wh s aga h sady sa dsbo fo sa gv Lmma -.., ad d a o aga osas whh may ow b dmd. Sbsg o. gvs, δ δ wh δ fo fo Dffag. ad vaag a gvs [ ] d d Usg δ w fd o b d d δ Ths h as obaby fos, d fo,,, bom, fo as, [ δ ] δ wh 5

β β β γ γ γ γ β γ β wh δ ad a a ow. as <,, ± ± wh γ β γ β L ad b a b a wh 5

a b, f a b f ab a b f a b θ Usg E s ao, osθ sθ whh may b w as a os b s b f os b s b a Sg ao. gvs a a g osb h s b. δ g g δ S s a ad δ s a, ha mas g a. Dffag. wh s o ad sg, a g h b 55

w ow s a, g s a, b s a, ad s h magay so ha mas h magay, s ohws w wod g a om mb fo h aso a whh a ha. So, h b a g h b a g h h a g b a δ b Ths, g δ A δ a osb h a a a sb a osb a osb δ δ b b a a sb sb δ a osb a δ b a sb δ os δ s 56

Ths h as obaby fo, fo as, < s [ ] s os δ δ wh β β β γ γ γ γ β γ β wh δ ad a a ow. I smmay, h as obaby fos fo h ga h sa Maov oss wh aso a ma Q β β γ γ a gv by 57

as Fo > δ δ as Fo [ ] δ δ as Fo < [ ] s os δ δ wh β β β γ γ γ γ β γ β, ± wh δ ad a a ow. 58

Eams Eam as > β γ Fg, Q ad [ ] 8 6 6 So h oos a, 8±,, 5 Th sady sa dsbo s 59

Ad 5 5 δ δ δ δ Fo ad, δ ad 5 6 Fo ad, δ ad Fo ad, δ ad 5 6 5 6

Eam as β γ Fg 5 Q Th oos of h haas ao a, ± So, - s a dob. Th sady sa dsbo s,, ad 6

wh ad ad [ δ ] δ [ δ ] [ δ ] Fo ad, δ ad Fo ad, δ ad Fo ad, δ ad 6

Eam as < γ Fg 6, Q Th oos of h haas ao a, ± ± Th sady sa dsbo s wh ad 6

[ ] s os s os δ δ δ δ Fo ad, δ ad os Fo ad, δ ad s os Fo ad, δ ad s os 6

oso I hs hss, obabs a dmd fo h gamb s wh aasohs ad wdfas. Fo h f m obm, a ah ombaos dsbd ha ay a y o dmg h obabs by ovdg s a foma fo og sam ahs of h Maov ha. I h f m as ha, h obaby aos hav b sovd sg obaby gag fos ad h hoy of dff aos. Ths obms gaz ad d h w-ow, assa gamb s obm as a sa as of h soos dvod wh hs hss. A may a sah das ha h soos dmd hs hss aa w. owv, h gamb s obm das ba so may yas ov h s ha a mo sv a sah s ds o b da. A h sam m, fh gazaos of h gamb s obms hav b ogssg a a oy omoa, s, fo am [5] wh obabs havg sa dd obabs a bg sdd. Th gamb s may aso b dd aog h s of a bah g sysm, ha s, havg a aso dagam wh a ay movs dow by wo ss sad of o s. I ha, h as obaby fos of h ga h sa Maov oss s dmd. O mhod of soo vovs obag ga, foma fo h gvas of Q ad h sady sa dsbo of h h sa Maov oss. Af hs, a agozao of h ds soo fo foms s gv ha. 65

Ev hogh hs aoah o dmg as obaby fos s w ow, so fa, w hav o s h soo of h h sa Maov oss ad o sh om gay. O ga soo ass som sg sos ha a o y omy dsood. Fo am, why dos h ay β γ aa boh h sady sa dsbo of h sysm ad h gvas of Q? Wha s h sgfa of? Th ho s ha o ga fom of soo vas w sghs o h as of how as obaby fos oo ga. Th s of f sah mgh b o fom a sma aayss fo h fo sa Maov oss. Th gvas of Q o aga may b dmd y ms of h s of Q -hs m by sg h foma fo h oos of a b ao. Th sady sa dsbo s aga sovab b o obvos. S h fo sa Maov oss oas h h ad wo sa Maov oss as sa ass, aga o may ho o a mo abo how h ga N-sa Maov oss as obaby oos. I sho, h ag of f wo o hs o s dss. 66

fs [] Edwads, A.W.F, asa s obm: Th Gamb s, Iaoa Sasa vw, 7-79, 98. [] Godbg, S., Iodo o Dff Eaos, wh Isav Eams fom Eooms, syhoogy, ad Sooogy, Dov baos, I., Nw Yo, 986. [] Goss, D ad as,.m., Fdamas of Qg Thoy, Sod Edo, Joh Wy ad Sos, Nw Yo, 985. [] o,., o, S., ad So., Iodo o Sohas osss, Wavad ss I., 987. [5],., K, A., Ngy,., Sws, J., vo m,., Aoahs o Gamb s wh aasoh,. [6] Kasfy,., Da osss o Dm Tas obaby Fos, Mass Thss, a oy omoa,. [7] K, A., bo, G., Mas, D., Swf,., Kasfy,., Lam,., Da osss o Sov Sg Sv Sysms, Joa of Sasa ag ad If, 5, Sa Iss o La ah ombaos ad Ds Dsbos, -7, 5. 67

[8] Mas, D., ombaos: A obm Od Aoah, Th Mahmaa Assoao of Ama, Washgo, 998. [9] Mohay, S. G., La ah og ad Aaos, Aadm ss, 979. [] Naayaa, T.V., La ah ombaos Wh Sasa Aaos, Uvsy of Tooo ss, Tooo, 979. [] Taas, L., O Th assa obms, JASA, 6, 889-96, 969. [] Wf,., Gagfooogy, Aadm ss, I., 99. [] Z, D., A Fs os Dffa Eaos wh Modg Aaos, 6 h Edo, oos/o bshg, 997. 68