Molecular symmetry. An introduction to symmetry analysis

Size: px
Start display at page:

Download "Molecular symmetry. An introduction to symmetry analysis"

Transcription

1 Molecular symmetry 6 Symmetry governs te bonding and ence te pysical and spectroscopic properties of molecules In tis capter we explore some of te consequences of molecular symmetry and introduce te systematic arguments of group teory We sall see tat symmetry considerations are essential for constructing molecular orbitals and analysing molecular vibrations Tey also enable us to extract information about molecular and electronic structure from spectroscopic data Te systematic treatment of symmetry makes use of a branc of matematics called group teory Group teory is a ric and powerful subject, but we sall confine our use of it at tis stage to te classification of molecules in terms of teir symmetry properties, te construction of molecular orbitals, and te analysis of molecular vibrations and te selection rules tat govern teir excitation We sall also see tat it is possible to draw some general conclusions about te properties of molecules witout doing any calculations at all An introduction to symmetry analysis Tat some molecules are more symmetrical tan oters is intuitively obvious ur aim toug, is to define te symmetries of individual molecules precisely, not just intuitively, and to provide a sceme for specifying and reporting tese symmetries It will become clear in later capters tat symmetry analysis is one of te most pervasive tecniques in inorganic cemistry 61 Symmetry operations, elements and point groups Key points: Symmetry operations are actions tat leave te molecule apparently uncanged; eac symmetry operation is associated wit a symmetry element Te point group of a molecule is identified by noting its symmetry elements and comparing tese elements wit te elements tat define eac group A fundamental concept of te cemical application of group teory is te symmetry operation, an action, suc as rotation troug a certain angle, tat leaves te molecule apparently uncanged An example is te rotation of an H 2 molecule by 180º around te bisector of te HH angle (Fig 61 Associated wit eac symmetry operation tere is a symmetry element, a point, line, or plane wit respect to wic te symmetry operation is performed Table 61 lists te most important symmetry operations and teir corresponding elements All tese operations leave at least one point uncanged (te centre of te molecule, and ence tey are referred to as te operations of point-group symmetry Te identity operation, E, consists of doing noting to te molecule Every molecule as at least tis operation and some ave only tis operation, so we need it if we are to classify all molecules according to teir symmetry Te rotation of an H 2 molecule by 180º around a line bisecting te HH angle (as in Fig 61 is a symmetry operation, denoted In general, an n-fold rotation is a symmetry operation if te molecule appears uncanged after rotation by 360º/n Te corresponding symmetry element is a line, an n-fold rotation axis, C n, about wic te rotation is performed Tere is only one rotation operation associated wit a axis (as in H 2 because clockwise and anticlockwise rotations by 180º are identical Te trigonal-pyramidal H 3 An introduction to symmetry analysis 61 Symmetry operations, elements and point groups 62 Caracter tables Applications of symmetry 63 Polar molecules 64 Ciral molecules 65 Molecular vibrations Te symmetries of molecular orbitals 66 Symmetry-adapted linear combinations 67 Te construction of molecular orbitals 68 Te vibrational analogy Representations 69 Te reduction of a representation 610 Projection operators FURTHER READIG EXERCISES PRBLEMS 180 Figure 61 An H 2 molecule may be rotated troug any angle about te bisector of te HH bond angle, but only a rotation of 180 (te operation leaves it apparently uncanged

2 180 6 Molecular symmetry 120 C 3 Table 61 Symmetry operations and symmetry elements Symmetry operation Symmetry element Symbol Identity wole of space E Rotation by 360 /n n-fold symmetry axis C n Reflection mirror plane Inversion centre of inversion i Rotation by 360 /n followed by n-fold axis of improper rotation S n reflection in a plane perpendicular to te rotation axis 120 C 3 C 3 2 Figure 62 A treefold rotation and te corresponding C 3 axis in H 3 Tere are two rotations associated wit tis axis, one troug 120 (C 3 and one troug 240 (C 32 C 4 v d ote te equivalences S 1 = and S 2 = i molecule as a treefold rotation axis, denoted C 3, but tere are now two operations associated wit tis axis, one a clockwise rotation by 120º and te oter an anticlockwise rotation by 120º (Fig 62 Te two operations are denoted C 3 and C 3 2 (because two successive clockwise rotations by 120º are equivalent to an anticlockwise rotation by 120º, respectively Te square-planar molecule XeF 4 as a fourfold C 4 axis, but in addition it also as two pairs of twofold rotation axes tat are perpendicular to te C 4 axis: one pair ( passes troug eac trans-fxef unit and te oter pair ( passes troug te bisectors of te FXeF angles (Fig 63 By convention, te igest order rotational axis, wic is called te principal axis, defines te z-axis (and is typically drawn vertically Te reflection of an H 2 molecule in eiter of te two planes sown in Fig 64 is a symmetry operation; te corresponding symmetry element, te plane of te mirror, is a mirror plane, Te H 2 molecule as two mirror planes tat intersect at te bisector of te HH angle Because te planes are vertical, in te sense of containing te rotational (z axis of te molecule, tey are labelled wit a subscript v, as in v and v Te XeF 4 molecule in Fig 63 as a mirror plane in te plane of te molecule Te subscript signifies tat te plane is orizontal in te sense tat te vertical principal rotational axis of te molecule is perpendicular to it Tis molecule also as two more sets of two mirror planes tat intersect te fourfold axis Te symmetry elements (and te associated operations are denoted v for te planes tat pass troug te F atoms and d for te planes tat bisect te angle between te F atoms Te d denotes diedral and signifies tat te plane bisects te angle between two axes (te FXeF axes To understand te inversion operation, i, we need to imagine tat eac atom is projected in a straigt line troug a single point located at te centre of te molecule and ten out to an equal distance on te oter side (Fig 65 In an octaedral molecule suc as SF 6, wit te point at te centre of te molecule, diametrically opposite pairs of atoms at te corners of te octaedron are intercanged Te symmetry element, te point troug Figure 63 Some of te symmetry elements of a square-planar molecule suc as XeF 4 v 5 1 i 2 3 v' Figure 64 Te two vertical mirror planes v and v in H 2 and te corresponding operations Bot planes cut troug te axis 3 2 Figure 65 Te inversion operation and te centre of inversion i in SF 6 1 5

3 An introduction to symmetry analysis 181 wic te projections are made, is called te centre of inversion, i For SF 6, te centre of inversion lies at te nucleus of te S atom Likewise, te molecule C 2 as an inversion centre at te C nucleus However, tere need not be an atom at te centre of inversion: an 2 molecule as a centre of inversion midway between te two nitrogen nuclei An H 2 molecule does not possess a centre of inversion o tetraedral molecule as a centre of inversion Altoug an inversion and a twofold rotation may sometimes acieve te same effect, tat is not te case in general and te two operations must be distinguised (Fig 66 An improper rotation consists of a rotation of te molecule troug a certain angle around an axis followed by a reflection in te plane perpendicular to tat axis (Fig 67 Te illustration sows a fourfold improper rotation of a CH 4 molecule In tis case, te operation consists of a 90º (tat is, 360 /4 rotation about an axis bisecting two HCH bond angles, followed by a reflection troug a plane perpendicular to te rotation axis eiter te 90º (C 4 operation nor te reflection alone is a symmetry operation for CH 4 but teir overall effect is a symmetry operation A fourfold improper rotation is denoted S 4 Te symmetry element, te improper-rotation axis, S n (S 4 in te example, is te corresponding combination of an n-fold rotational axis and a perpendicular mirror plane An S 1 axis, a rotation troug 360º followed by a reflection in te perpendicular plane, is equivalent to a reflection alone, so S 1 and are te same; te symbol is generally used rater tan S 1 Similarly, an S 2 axis, a rotation troug 180º followed by a reflection in te perpendicular plane, is equivalent to an inversion, i (Fig 68; te symbol i is employed rater tan S 2 EXAMPLE 61 Identifying symmetry elements Identify te symmetry elements in te eclipsed and staggered conformations of an etane molecule Answer We need to identify te rotations, reflections, and inversions tat leave te molecule apparently uncanged Don t forget tat te identity is a symmetry operation By inspection of te molecular models, we see tat te eclipsed conformation of a CH 3 CH 3 molecule (1 as te elements E, C 3,,, and S 3 Te staggered conformation (2 as te elements E, C 3, d, i, and S 6 Self-test 61 Sketc te S 4 axis of an H 4 ion How many of tese axes does te ion possess (a i i (b Figure 66 Care must be taken not to confuse (a an inversion operation wit (b a twofold rotation Altoug te two operations may sometimes appear to ave te same effect, tat is not te case in general H C C 3 1 A C 3 axis (1 Rotate S 1 C 4 (2 Reflect H σ (a C (1 Rotate S 2 S 6 (2 Reflect i 2 An S 6 axis (b Figure 67 A fourfold axis of improper rotation S 4 in te CH 4 molecule Figure 68 (a An S 1 axis is equivalent to a mirror plane and (b an S 2 axis is equivalent to a centre of inversion

4 182 6 Molecular symmetry Te assignment of a molecule to its point group consists of two steps: 1 Identify te symmetry elements of te molecule 2 Refer to Table 62 Table 62 Te composition of some common groups Point group Symmetry elements Sape Examples C 1 E SiHClBrF E, H 2 2 C s E, HF 2 v E, S 2 Cl 2, H 2 C 3v E, 2C 3, 3 v H 3, PCl 3, PCl 3 C v E,, 2C, v CS, C, HCl D 2 E, 3, i, 3 2 4, B 2 H 6 D 3 E, 2C 3, 3,, 2S 3, 3 v BF 3, PCl 5 D 4 XeF E, 2C4,, 2, 2 4,, i, 2S 4,, 2 v, 2 d trans-[ma 4 B 2 ] D E,, 2C, i, v, 2S C 2, H 2, H 2 T d E, 8C 3, 3, 6S 4, 6 d CH 4, SiCl 4 E, 8C 3, 6, 6C 4, 3, i, 6S 4, 8S 6, 3, 6 d SF 6 In practice, te sapes in te table give a very good clue to te identity of te group to wic te molecule belongs, at least in simple cases Te decision tree in Fig 69 can also be used to assign most common point groups systematically by answering te questions at eac decision point Te name of te point group is normally its Scoenflies symbol, suc as v for a water molecule EXAMPLE 62 Identifying te point group of a molecule To wat point groups do H 2 and XeF 4 belong Answer We need to work troug Fig 69 (a Te symmetry elements of H 2 are sown in Fig 610 H 2 possesses te identity (E, a twofold rotation axis (, and two vertical mirror planes ( v and v Te set

5 An introduction to symmetry analysis 183 of elements (E, corresponds to te group v (b Te symmetry elements of XeF 4 are sown in Fig 63 XeF 4 possesses te identity (E, a fourfold axis (C 4, two pairs of twofold rotation axes tat are perpendicular to te principal C 4 axis, a orizontal reflection plane in te plane of te paper, and two sets of two vertical reflection planes and d Tis set of elements identifies te point group as D 4 Self-test 62 Identify te point groups of (a BF 3, a trigonal-planar molecule, and (b te tetraedral S 4 2 ion v' D i C v Linear groups Molecule Linear i Two or more C n, n > 2 σ C n Select C n wit igest n; ten is n C n σ nσ d nσ v S 2n σ i v' Figure 610 Te symmetry elements of H 2 Te diagram on te rigt is te view from above and summarizes te diagram on te left v v C 5 D n D nd D n C n C nv C s C i C 1 C S 2n C n I T d Cubic groups 3 C 2 (D Figure 69 Te decision tree for identifying a molecular point group Te symbols of eac point refer to te symmetry elements C S It is very useful to be able to recognize immediately te point groups of some common molecules Linear molecules wit a centre of symmetry, suc as H 2, C 2 (3, and HC CH belong to D A molecule tat is linear but as no centre of symmetry, suc as HCl or CS (4 belongs to C v Tetraedral (T d and octaedral ( molecules ave more tan one principal axis of symmetry (Fig 611: a tetraedral CH 4 molecule, for instance, as four C 3 axes, one along eac CH bond Te and T d point groups are known as cubic groups because tey are closely related to te symmetry of a cube A closely related group, te icosaedral group, I, caracteristic of te icosaedron, as 12 fivefold axes (Fig 612 Te icosaedral group is important for boron compounds (Section 1311 and te C 60 fullerene molecule (Section 146 Te distribution of molecules among te various point groups is very uneven Some of te most common groups for molecules are te low-symmetry groups C 1 and C s Tere are many examples of polar molecules in groups v (suc as S 2 and C 3v (suc as H 3 Tere are many linear molecules, wic belong to te groups C v (HCl, CS and D (Cl 2 and C 2, and a number of planar-trigonal molecules, D 3 (suc as BF 3, 5, trigonal-bipyramidal molecules (suc as PCl 5, 6, wic are D 3, and square-planar molecules, D 4 (7 So-called octaedral molecules wit two identical substituents opposite eac oter, as in (8, are also D 4 Te last example sows tat te point-group classification of a molecule is more precise tan te casual use of te terms octaedral or tetraedral tat indicate molecular geometry For instance, a molecule may be called octaedral (tat is, it as octaedral geometry even if it as six different groups attaced to te central atom However, te octaedral molecule belongs to te octaedral point group only if all six groups and te lengts of teir bonds to te central atom are identical and all angles are 90º (a 4 CS (C v 62 Caracter tables Key point: Te systematic analysis of te symmetry properties of molecules is carried out using caracter tables We ave seen ow te symmetry properties of a molecule define its point group and ow tat point group is labelled by its Scoenflies symbol Associated wit eac point group is (b Figure 611 Sapes aving cubic symmetry (a Te tetraedron, point group T d (b Te octaedron, point group

6 184 6 Molecular symmetry C 5 F Cl B P Figure 612 Te regular icosaedron, point group I, and its relation to a cube 5 BF 3 (D 3 6 PCl 5 (D 3 Cl Pt 7 [PtCl 4 ] 2 (D 4 2 a caracter table A caracter table displays all te symmetry elements of te point group togeter wit a description, as we explain below, of ow various objects or matematical functions transform under te corresponding symmetry operations A caracter table is complete: every possible object or matematical function relating to te molecule belonging to a particular point group must transform like one of te rows in te caracter table of tat point group Te structure of a typical caracter table is sown in Table 63 Te entries in te main part of te table are called caracters, (ci Eac caracter sows ow an object or matematical function, suc as an atomic orbital, is affected by te corresponding symmetry operation of te group Tus: Caracter Significance 1 te orbital is uncanged 1 te orbital canges sign 0 te orbital undergoes a more complicated cange X M 8 trans-[mx 4 2 ] (D 4 For instance, te rotation of a p z orbital about te z axis leaves it apparently uncanged (ence its caracter is 1; a reflection of a p z orbital in te xy plane canges its sign (caracter 1 In some caracter tables, numbers suc as 2 and 3 appear as caracters: tis feature is explained later Te class of an operation is a specific grouping of symmetry operations of te same geometrical type: te two (clockwise and anticlockwise treefold rotations about an axis form one class, reflections in a mirror plane form anoter, and so on Te number of members of eac class is sown in te eading of eac column of te table, as in 2C 3, denoting tat tere are two members of te class of treefold rotations All operations of te same class ave te same caracter Eac row of caracters corresponds to a particular irreducible representation of te group An irreducible representation as a tecnical meaning in group teory but, broadly speaking, it is a fundamental type of symmetry in te group (like te symmetries represented Table 63 Te components of a caracter table ame of Symmetry Functions Furter rder of point operations R functions group, group arranged by class (E, C n, etc Symmetry Caracters ( Translations and Quadratic functions species ( components of suc as z 2, xy, etc, dipole moments (x, y, z, of relevance to Raman of relevance to IR activity activity; rotations Scoenflies symbol

7 An introduction to symmetry analysis 185 by and π orbitals for linear molecules Te label in te first column is te symmetry species (essentially, a label, like and π of tat irreducible representation Te two columns on te rigt contain examples of functions tat exibit te caracteristics of eac symmetry species ne column contains functions defined by a single axis, suc as translations or p orbitals (x,y,z or rotations (R x,r y,r z, and te oter column contains quadratic functions suc as d orbitals (xy, etc Caracter tables for a selection of common point groups are given in Resource section 4 EXAMPLE 63 Identifying te symmetry species of orbitals Identify te symmetry species of te oxygen valence-sell atomic orbitals in an H 2 molecule, wic as v symmetry Answer Te symmetry elements of te H 2 molecule are sown in Fig 610 and te caracter table for v is given in Table 64 We need to see ow te orbitals beave under tese symmetry operations An s orbital on te atom is uncanged by all four operations, so its caracters are (1,1,1,1 and tus it as symmetry species Likewise, te 2p z orbital on te atom is uncanged by all operations of te point group and is tus totally symmetric under v : it terefore as symmetry species Te caracter of te 2p x orbital under is 1, wic means simply tat it canges sign under a twofold rotation A p x orbital also canges sign (and terefore as caracter 1 wen reflected in te yz-plane ( v, but is uncanged (caracter 1 wen reflected in te xz-plane ( v It follows tat te caracters of an 2p x orbital are (1, 1,1, 1 and terefore tat its symmetry species is B 1 Te caracter of te 2p y orbital under is 1, as it is wen reflected in te xz-plane ( v Te 2p y is uncanged (caracter 1 wen reflected in te yz-plane ( v It follows tat te caracters of an 2p y orbital are (1, 1, 1,1 and terefore tat its symmetry species is B 2 Self-test 63 Identify te symmetry species of all five d orbitals of te central Xe atom in XeF 4 (D 4, Fig 63 Table 64 Te v caracter table v E v v = z x 2, y 2, z 2 A R z B x, R y xy B y, R x zx, yz Te letter A used to label a symmetry species in te group v means tat te function to wic it refers is symmetric wit respect to rotation about te twofold axis (tat is, its caracter is 1 Te label B indicates tat te function canges sign under tat rotation (te caracter is 1 Te subscript 1 on means tat te function to wic it refers is also symmetric wit respect to reflection in te principal vertical plane (for H 2 tis is te plane tat contains all tree atoms A subscript 2 is used to denote tat te function canges sign under tis reflection ow consider te sligtly more complex example of H 3, wic belongs to te point group C 3v (Table 65 An H 3 molecule as iger symmetry tan H 2 Tis iger symmetry is apparent by noting te order,, of te group, te total number of symmetry operations tat can be carried out For H 2, = 4 and for H 3, = 6 For igly symmetric molecules, is large; for example = 48 for te point group Inspection of te H 3 molecule (Fig 613 sows tat wereas te 2p z orbital is unique (it as symmetry, te 2p x and 2p y orbitals bot belong to te symmetry representation E In oter words, te 2p x and 2p y orbitals ave te same symmetry caracteristics, are degenerate, and must be treated togeter Te caracters in te column eaded by te identity operation E give te degeneracy of te orbitals: Symmetry label Degeneracy A, B 1 E 2 T 3 Table 65 Te C 3v caracter table C 3v E 2C 3 3 v = z z 2 A R z E (x, y (R x, R y (zx, yz (x 2 y 2, xy

8 186 6 Molecular symmetry Figure 613 Te nitrogen 2p z orbital in ammonia is symmetric under all operations of te C 3v point group and terefore as symmetry Te 2p x and 2p y orbitals beave identically under all operations (tey cannot be distinguised and are given te symmetry label E + p z p x p y + + E Be careful to distinguis te italic E for te operation and te roman E for te label: all operations are italic and all labels are roman Degenerate irreducible representations also contain zero values for some operations because te caracter is te sum of te caracters for te two or more orbitals of te set, and if one orbital canges sign but te oter does not, ten te total caracter is 0 For example, te reflection troug te vertical mirror plane containing te y-axis in H 3 results in no cange of te p y orbital, but an inversion of te p x orbital EXAMPLE 64 Determining degeneracy Can tere be triply degenerate orbitals in BF 3 Answer To decide if tere can be triply degenerate orbitals in BF 3 we note tat te point group of te molecule is D 3 Reference to te caracter table for tis group (Resource section 4 sows tat, because no caracter exceeds 2 in te column eaded E, te maximum degeneracy is 2 Terefore, none of its orbitals can be triply degenerate Self-test 64 Te SF 6 molecule is octaedral Wat is te maximum possible degree of degeneracy of its orbitals Applications of symmetry Important applications of symmetry in inorganic cemistry include te construction and labelling of molecular orbitals and te interpretation of spectroscopic data to determine structure However, tere are several simpler applications, one being to use group teory to decide weter a molecule is polar or ciral In many cases te answer may be obvious and we do not need to use group teory However, tat is not always te case and te following examples illustrate te approac tat can be adopted wen te result is not obvious Tere are two aspects of symmetry Some properties require a knowledge only of te point group to wic a molecule belongs Tese properties include its polarity and cirality ter properties require us to know te detailed structure of te caracter table Tese properties include te classification of molecular vibrations and te identification of teir IR and Raman activity We illustrate bot types of application in tis section 63 Polar molecules Key point: A molecule cannot be polar if it belongs to any group tat includes a centre of inversion, any of te groups D and teir derivatives, te cubic groups (T,, te icosaedral group (I, and teir modifications A polar molecule is a molecule tat as a permanent electric dipole moment A molecule cannot be polar if it as a centre of inversion Inversion implies tat a molecule as matcing carge distributions at all diametrically opposite points about a centre, wic rules out a dipole moment For te same reason, a dipole moment cannot lie perpendicular to any mirror plane or axis of rotation tat te molecule may possess For example, a mirror plane demands identical atoms on eiter side of te plane, so tere can be no dipole moment across te plane Similarly, a symmetry axis implies te presence of identical atoms at points related by te corresponding rotation, wic rules out a dipole moment perpendicular to te axis

9 Applications of symmetry 187 In summary: 1 A molecule cannot be polar if it as a centre of inversion 2 A molecule cannot ave an electric dipole moment perpendicular to any mirror plane 3 A molecule cannot ave an electric dipole moment perpendicular to any axis of rotation EXAMPLE 65 Judging weter or not a molecule can be polar Te rutenocene molecule (9 is a pentagonal prism wit te Ru atom sandwiced between two C 5 H 5 rings Can it be polar Answer We sould decide weter te point group is D or cubic because in neiter case can it ave a permanent electric dipole Reference to Fig 69 sows tat a pentagonal prism belongs to te point group D 5 Terefore, te molecule must be nonpolar Self-test 65 A conformation of te ferrocene molecule tat lies 4 kj mol 1 above te lowest energy configuration is a pentagonal antiprism (10 Is it polar Ru 9 Fe Ciral molecules Key point: A molecule cannot be ciral if it possesses an improper rotation axis (S n A ciral molecule (from te Greek word for and is a molecule tat cannot be superimposed on its own mirror image An actual and is ciral in te sense tat te mirror image of a left and is a rigt and, and te two ands cannot be superimposed A ciral molecule and its mirror image partner are called enantiomers (from te Greek word for bot parts Ciral molecules tat do not interconvert rapidly between enantiomeric forms are optically active in te sense tat tey can rotate te plane of polarized ligt Enantiomeric pairs of molecules rotate te plane of polarization of ligt by equal amounts in opposite directions A molecule wit an improper rotation axis, S n, cannot be ciral A mirror plane is an S 1 axis of improper rotation and a centre of inversion is equivalent to an S 2 axis; terefore, molecules wit eiter a mirror plane or a centre of inversion ave axes of improper rotation and cannot be ciral Groups in wic S n is present include D n, D nd, and some of te cubic groups (specifically, T d and Terefore, molecules suc as CH 4 and i(c 4 tat belong to te group T d are not ciral Tat a tetraedral carbon atom leads to optical activity (as in CHClFBr sould serve as anoter reminder tat group teory is stricter in its terminology tan casual conversation Tus CHClFBr (11 belongs to te group C 1, not to te group T d ; it as tetraedral geometry but not tetraedral symmetry Wen judging cirality, it is important to be alert for axes of improper rotation tat migt not be immediately apparent Molecules wit neiter a centre of inversion nor a mirror plane (and ence wit no S 1 or S 2 axes are usually ciral, but it is important to verify tat a iger-order improper-rotation axis is not also present For instance, te quaternary ammonium ion (12 as neiter a mirror plane (S 1 nor an inversion centre (S 2, but it does ave an S 4 axis and so it is not ciral H F Br Cl 11 CHClFBr (C 1 CH 3 H CH [(CH 2 CH(CH 3 CH(CH 3 CH 2 2 ] + EXAMPLE 66 Judging weter or not a molecule is ciral Te complex [Mn(acac 3 ], were acac denotes te acetylacetonato ligand (CH 3 CCHCCH 3, as te structure sown as (13 Is it ciral acac Answer We begin by identifying te point group in order to judge weter it contains an improper-rotation axis eiter explicitly or in a disguised form Te cart in Fig 69 sows tat te ion belongs to te point group D 3, wic consists of te elements (E, C 3, 3 and ence does not contain an S n axis eiter explicitly or in a disguised form Te complex ion is ciral and ence, because it is long-lived, optically active Self-test 66 Is te conformation of H 2 2 sown in (14 ciral Te molecule can usually rotate freely about te bond: comment on te possibility of observing optically active H 2 2 Mn 13 [Mn(acac 3 ] (D 3d

Symmetry Labeling of Molecular Energies

Symmetry Labeling of Molecular Energies Capter 7. Symmetry Labeling of Molecular Energies Notes: Most of te material presented in tis capter is taken from Bunker and Jensen 1998, Cap. 6, and Bunker and Jensen 2005, Cap. 7. 7.1 Hamiltonian Symmetry

More information

Quantum Numbers and Rules

Quantum Numbers and Rules OpenStax-CNX module: m42614 1 Quantum Numbers and Rules OpenStax College Tis work is produced by OpenStax-CNX and licensed under te Creative Commons Attribution License 3.0 Abstract Dene quantum number.

More information

4. The slope of the line 2x 7y = 8 is (a) 2/7 (b) 7/2 (c) 2 (d) 2/7 (e) None of these.

4. The slope of the line 2x 7y = 8 is (a) 2/7 (b) 7/2 (c) 2 (d) 2/7 (e) None of these. Mat 11. Test Form N Fall 016 Name. Instructions. Te first eleven problems are wort points eac. Te last six problems are wort 5 points eac. For te last six problems, you must use relevant metods of algebra

More information

The derivative function

The derivative function Roberto s Notes on Differential Calculus Capter : Definition of derivative Section Te derivative function Wat you need to know already: f is at a point on its grap and ow to compute it. Wat te derivative

More information

Section 2.7 Derivatives and Rates of Change Part II Section 2.8 The Derivative as a Function. at the point a, to be. = at time t = a is

Section 2.7 Derivatives and Rates of Change Part II Section 2.8 The Derivative as a Function. at the point a, to be. = at time t = a is Mat 180 www.timetodare.com Section.7 Derivatives and Rates of Cange Part II Section.8 Te Derivative as a Function Derivatives ( ) In te previous section we defined te slope of te tangent to a curve wit

More information

SECTION 3.2: DERIVATIVE FUNCTIONS and DIFFERENTIABILITY

SECTION 3.2: DERIVATIVE FUNCTIONS and DIFFERENTIABILITY (Section 3.2: Derivative Functions and Differentiability) 3.2.1 SECTION 3.2: DERIVATIVE FUNCTIONS and DIFFERENTIABILITY LEARNING OBJECTIVES Know, understand, and apply te Limit Definition of te Derivative

More information

Combining functions: algebraic methods

Combining functions: algebraic methods Combining functions: algebraic metods Functions can be added, subtracted, multiplied, divided, and raised to a power, just like numbers or algebra expressions. If f(x) = x 2 and g(x) = x + 2, clearly f(x)

More information

How to Find the Derivative of a Function: Calculus 1

How to Find the Derivative of a Function: Calculus 1 Introduction How to Find te Derivative of a Function: Calculus 1 Calculus is not an easy matematics course Te fact tat you ave enrolled in suc a difficult subject indicates tat you are interested in te

More information

. If lim. x 2 x 1. f(x+h) f(x)

. If lim. x 2 x 1. f(x+h) f(x) Review of Differential Calculus Wen te value of one variable y is uniquely determined by te value of anoter variable x, ten te relationsip between x and y is described by a function f tat assigns a value

More information

MVT and Rolle s Theorem

MVT and Rolle s Theorem AP Calculus CHAPTER 4 WORKSHEET APPLICATIONS OF DIFFERENTIATION MVT and Rolle s Teorem Name Seat # Date UNLESS INDICATED, DO NOT USE YOUR CALCULATOR FOR ANY OF THESE QUESTIONS In problems 1 and, state

More information

Symmetrical: implies the species possesses a number of indistinguishable configurations.

Symmetrical: implies the species possesses a number of indistinguishable configurations. Chapter 3 - Molecular Symmetry Symmetry helps us understand molecular structure, some chemical properties, and characteristics of physical properties (spectroscopy) used with group theory to predict vibrational

More information

Molecular Symmetry 10/25/2018

Molecular Symmetry 10/25/2018 Symmetry helps us understand molecular structure, some chemical properties, and characteristics of physical properties (spectroscopy). Predict IR spectra or Interpret UV-Vis spectra Predict optical activity

More information

Exam 1 Review Solutions

Exam 1 Review Solutions Exam Review Solutions Please also review te old quizzes, and be sure tat you understand te omework problems. General notes: () Always give an algebraic reason for your answer (graps are not sufficient),

More information

A = h w (1) Error Analysis Physics 141

A = h w (1) Error Analysis Physics 141 Introduction In all brances of pysical science and engineering one deals constantly wit numbers wic results more or less directly from experimental observations. Experimental observations always ave inaccuracies.

More information

Lines, Conics, Tangents, Limits and the Derivative

Lines, Conics, Tangents, Limits and the Derivative Lines, Conics, Tangents, Limits and te Derivative Te Straigt Line An two points on te (,) plane wen joined form a line segment. If te line segment is etended beond te two points ten it is called a straigt

More information

SYMMETRY IN CHEMISTRY

SYMMETRY IN CHEMISTRY SYMMETRY IN CHEMISTRY Professor MANOJ K. MISHRA CHEMISTRY DEPARTMENT IIT BOMBAY ACKNOWLEGDEMENT: Professor David A. Micha Professor F. A. Cotton WHY SYMMETRY? An introduction to symmetry analysis For H

More information

Quaternion Dynamics, Part 1 Functions, Derivatives, and Integrals. Gary D. Simpson. rev 01 Aug 08, 2016.

Quaternion Dynamics, Part 1 Functions, Derivatives, and Integrals. Gary D. Simpson. rev 01 Aug 08, 2016. Quaternion Dynamics, Part 1 Functions, Derivatives, and Integrals Gary D. Simpson gsim1887@aol.com rev 1 Aug 8, 216 Summary Definitions are presented for "quaternion functions" of a quaternion. Polynomial

More information

Derivatives. By: OpenStaxCollege

Derivatives. By: OpenStaxCollege By: OpenStaxCollege Te average teen in te United States opens a refrigerator door an estimated 25 times per day. Supposedly, tis average is up from 10 years ago wen te average teenager opened a refrigerator

More information

2.8 The Derivative as a Function

2.8 The Derivative as a Function .8 Te Derivative as a Function Typically, we can find te derivative of a function f at many points of its domain: Definition. Suppose tat f is a function wic is differentiable at every point of an open

More information

7.1 Using Antiderivatives to find Area

7.1 Using Antiderivatives to find Area 7.1 Using Antiderivatives to find Area Introduction finding te area under te grap of a nonnegative, continuous function f In tis section a formula is obtained for finding te area of te region bounded between

More information

The structure of the atoms

The structure of the atoms Te structure of te atoms Atomos = indivisible University of Pécs, Medical Scool, Dept. Biopysics All tat exists are atoms and empty space; everyting else is merely tougt to exist. Democritus, 415 B.C.

More information

Pre-Calculus Review Preemptive Strike

Pre-Calculus Review Preemptive Strike Pre-Calculus Review Preemptive Strike Attaced are some notes and one assignment wit tree parts. Tese are due on te day tat we start te pre-calculus review. I strongly suggest reading troug te notes torougly

More information

Differential Calculus (The basics) Prepared by Mr. C. Hull

Differential Calculus (The basics) Prepared by Mr. C. Hull Differential Calculus Te basics) A : Limits In tis work on limits, we will deal only wit functions i.e. tose relationsips in wic an input variable ) defines a unique output variable y). Wen we work wit

More information

3.1 Extreme Values of a Function

3.1 Extreme Values of a Function .1 Etreme Values of a Function Section.1 Notes Page 1 One application of te derivative is finding minimum and maimum values off a grap. In precalculus we were only able to do tis wit quadratics by find

More information

Section 3: The Derivative Definition of the Derivative

Section 3: The Derivative Definition of the Derivative Capter 2 Te Derivative Business Calculus 85 Section 3: Te Derivative Definition of te Derivative Returning to te tangent slope problem from te first section, let's look at te problem of finding te slope

More information

WYSE Academic Challenge 2004 Sectional Mathematics Solution Set

WYSE Academic Challenge 2004 Sectional Mathematics Solution Set WYSE Academic Callenge 00 Sectional Matematics Solution Set. Answer: B. Since te equation can be written in te form x + y, we ave a major 5 semi-axis of lengt 5 and minor semi-axis of lengt. Tis means

More information

1 Calculus. 1.1 Gradients and the Derivative. Q f(x+h) f(x)

1 Calculus. 1.1 Gradients and the Derivative. Q f(x+h) f(x) Calculus. Gradients and te Derivative Q f(x+) δy P T δx R f(x) 0 x x+ Let P (x, f(x)) and Q(x+, f(x+)) denote two points on te curve of te function y = f(x) and let R denote te point of intersection of

More information

SECTION 1.10: DIFFERENCE QUOTIENTS LEARNING OBJECTIVES

SECTION 1.10: DIFFERENCE QUOTIENTS LEARNING OBJECTIVES (Section.0: Difference Quotients).0. SECTION.0: DIFFERENCE QUOTIENTS LEARNING OBJECTIVES Define average rate of cange (and average velocity) algebraically and grapically. Be able to identify, construct,

More information

Excursions in Computing Science: Week v Milli-micro-nano-..math Part II

Excursions in Computing Science: Week v Milli-micro-nano-..math Part II Excursions in Computing Science: Week v Milli-micro-nano-..mat Part II T. H. Merrett McGill University, Montreal, Canada June, 5 I. Prefatory Notes. Cube root of 8. Almost every calculator as a square-root

More information

Chapter 1 Functions and Graphs. Section 1.5 = = = 4. Check Point Exercises The slope of the line y = 3x+ 1 is 3.

Chapter 1 Functions and Graphs. Section 1.5 = = = 4. Check Point Exercises The slope of the line y = 3x+ 1 is 3. Capter Functions and Graps Section. Ceck Point Exercises. Te slope of te line y x+ is. y y m( x x y ( x ( y ( x+ point-slope y x+ 6 y x+ slope-intercept. a. Write te equation in slope-intercept form: x+

More information

Section 15.6 Directional Derivatives and the Gradient Vector

Section 15.6 Directional Derivatives and the Gradient Vector Section 15.6 Directional Derivatives and te Gradient Vector Finding rates of cange in different directions Recall tat wen we first started considering derivatives of functions of more tan one variable,

More information

Precalculus Test 2 Practice Questions Page 1. Note: You can expect other types of questions on the test than the ones presented here!

Precalculus Test 2 Practice Questions Page 1. Note: You can expect other types of questions on the test than the ones presented here! Precalculus Test 2 Practice Questions Page Note: You can expect oter types of questions on te test tan te ones presented ere! Questions Example. Find te vertex of te quadratic f(x) = 4x 2 x. Example 2.

More information

lecture 26: Richardson extrapolation

lecture 26: Richardson extrapolation 43 lecture 26: Ricardson extrapolation 35 Ricardson extrapolation, Romberg integration Trougout numerical analysis, one encounters procedures tat apply some simple approximation (eg, linear interpolation)

More information

Differentiation. Area of study Unit 2 Calculus

Differentiation. Area of study Unit 2 Calculus Differentiation 8VCE VCEco Area of stud Unit Calculus coverage In tis ca 8A 8B 8C 8D 8E 8F capter Introduction to limits Limits of discontinuous, rational and brid functions Differentiation using first

More information

Mathematics 105 Calculus I. Exam 1. February 13, Solution Guide

Mathematics 105 Calculus I. Exam 1. February 13, Solution Guide Matematics 05 Calculus I Exam February, 009 Your Name: Solution Guide Tere are 6 total problems in tis exam. On eac problem, you must sow all your work, or oterwise torougly explain your conclusions. Tere

More information

Mathematics 5 Worksheet 11 Geometry, Tangency, and the Derivative

Mathematics 5 Worksheet 11 Geometry, Tangency, and the Derivative Matematics 5 Workseet 11 Geometry, Tangency, and te Derivative Problem 1. Find te equation of a line wit slope m tat intersects te point (3, 9). Solution. Te equation for a line passing troug a point (x

More information

Introduction to Derivatives

Introduction to Derivatives Introduction to Derivatives 5-Minute Review: Instantaneous Rates and Tangent Slope Recall te analogy tat we developed earlier First we saw tat te secant slope of te line troug te two points (a, f (a))

More information

Cubic Functions: Local Analysis

Cubic Functions: Local Analysis Cubic function cubing coefficient Capter 13 Cubic Functions: Local Analysis Input-Output Pairs, 378 Normalized Input-Output Rule, 380 Local I-O Rule Near, 382 Local Grap Near, 384 Types of Local Graps

More information

2.11 That s So Derivative

2.11 That s So Derivative 2.11 Tat s So Derivative Introduction to Differential Calculus Just as one defines instantaneous velocity in terms of average velocity, we now define te instantaneous rate of cange of a function at a point

More information

Chapter 2 Limits and Continuity

Chapter 2 Limits and Continuity 4 Section. Capter Limits and Continuity Section. Rates of Cange and Limits (pp. 6) Quick Review.. f () ( ) () 4 0. f () 4( ) 4. f () sin sin 0 4. f (). 4 4 4 6. c c c 7. 8. c d d c d d c d c 9. 8 ( )(

More information

Krazy Katt, the mechanical cat

Krazy Katt, the mechanical cat Krazy Katt, te mecanical cat Te cat rigting relex is a cat's innate ability to orient itsel as it alls in order to land on its eet. Te rigting relex begins to appear at 3 4 weeks o age, and is perected

More information

f a h f a h h lim lim

f a h f a h h lim lim Te Derivative Te derivative of a function f at a (denoted f a) is f a if tis it exists. An alternative way of defining f a is f a x a fa fa fx fa x a Note tat te tangent line to te grap of f at te point

More information

Problem Set 4 Solutions

Problem Set 4 Solutions University of Alabama Department of Pysics and Astronomy PH 253 / LeClair Spring 2010 Problem Set 4 Solutions 1. Group velocity of a wave. For a free relativistic quantum particle moving wit speed v, te

More information

Time (hours) Morphine sulfate (mg)

Time (hours) Morphine sulfate (mg) Mat Xa Fall 2002 Review Notes Limits and Definition of Derivative Important Information: 1 According to te most recent information from te Registrar, te Xa final exam will be eld from 9:15 am to 12:15

More information

2011 Fermat Contest (Grade 11)

2011 Fermat Contest (Grade 11) Te CENTRE for EDUCATION in MATHEMATICS and COMPUTING 011 Fermat Contest (Grade 11) Tursday, February 4, 011 Solutions 010 Centre for Education in Matematics and Computing 011 Fermat Contest Solutions Page

More information

5.1 We will begin this section with the definition of a rational expression. We

5.1 We will begin this section with the definition of a rational expression. We Basic Properties and Reducing to Lowest Terms 5.1 We will begin tis section wit te definition of a rational epression. We will ten state te two basic properties associated wit rational epressions and go

More information

Average Rate of Change

Average Rate of Change Te Derivative Tis can be tougt of as an attempt to draw a parallel (pysically and metaporically) between a line and a curve, applying te concept of slope to someting tat isn't actually straigt. Te slope

More information

1watt=1W=1kg m 2 /s 3

1watt=1W=1kg m 2 /s 3 Appendix A Matematics Appendix A.1 Units To measure a pysical quantity, you need a standard. Eac pysical quantity as certain units. A unit is just a standard we use to compare, e.g. a ruler. In tis laboratory

More information

Chem Symmetry and Introduction to Group Theory. Symmetry is all around us and is a fundamental property of nature.

Chem Symmetry and Introduction to Group Theory. Symmetry is all around us and is a fundamental property of nature. Chem 59-65 Symmetry and Introduction to Group Theory Symmetry is all around us and is a fundamental property of nature. Chem 59-65 Symmetry and Introduction to Group Theory The term symmetry is derived

More information

INTRODUCTION AND MATHEMATICAL CONCEPTS

INTRODUCTION AND MATHEMATICAL CONCEPTS Capter 1 INTRODUCTION ND MTHEMTICL CONCEPTS PREVIEW Tis capter introduces you to te basic matematical tools for doing pysics. You will study units and converting between units, te trigonometric relationsips

More information

Math 102 TEST CHAPTERS 3 & 4 Solutions & Comments Fall 2006

Math 102 TEST CHAPTERS 3 & 4 Solutions & Comments Fall 2006 Mat 102 TEST CHAPTERS 3 & 4 Solutions & Comments Fall 2006 f(x+) f(x) 10 1. For f(x) = x 2 + 2x 5, find ))))))))) and simplify completely. NOTE: **f(x+) is NOT f(x)+! f(x+) f(x) (x+) 2 + 2(x+) 5 ( x 2

More information

1. Questions (a) through (e) refer to the graph of the function f given below. (A) 0 (B) 1 (C) 2 (D) 4 (E) does not exist

1. Questions (a) through (e) refer to the graph of the function f given below. (A) 0 (B) 1 (C) 2 (D) 4 (E) does not exist Mat 1120 Calculus Test 2. October 18, 2001 Your name Te multiple coice problems count 4 points eac. In te multiple coice section, circle te correct coice (or coices). You must sow your work on te oter

More information

1 1. Rationalize the denominator and fully simplify the radical expression 3 3. Solution: = 1 = 3 3 = 2

1 1. Rationalize the denominator and fully simplify the radical expression 3 3. Solution: = 1 = 3 3 = 2 MTH - Spring 04 Exam Review (Solutions) Exam : February 5t 6:00-7:0 Tis exam review contains questions similar to tose you sould expect to see on Exam. Te questions included in tis review, owever, are

More information

Lecture XVII. Abstract We introduce the concept of directional derivative of a scalar function and discuss its relation with the gradient operator.

Lecture XVII. Abstract We introduce the concept of directional derivative of a scalar function and discuss its relation with the gradient operator. Lecture XVII Abstract We introduce te concept of directional derivative of a scalar function and discuss its relation wit te gradient operator. Directional derivative and gradient Te directional derivative

More information

Continuity and Differentiability Worksheet

Continuity and Differentiability Worksheet Continuity and Differentiability Workseet (Be sure tat you can also do te grapical eercises from te tet- Tese were not included below! Typical problems are like problems -3, p. 6; -3, p. 7; 33-34, p. 7;

More information

6. Non-uniform bending

6. Non-uniform bending . Non-uniform bending Introduction Definition A non-uniform bending is te case were te cross-section is not only bent but also seared. It is known from te statics tat in suc a case, te bending moment in

More information

Math 312 Lecture Notes Modeling

Math 312 Lecture Notes Modeling Mat 3 Lecture Notes Modeling Warren Weckesser Department of Matematics Colgate University 5 7 January 006 Classifying Matematical Models An Example We consider te following scenario. During a storm, a

More information

MA455 Manifolds Solutions 1 May 2008

MA455 Manifolds Solutions 1 May 2008 MA455 Manifolds Solutions 1 May 2008 1. (i) Given real numbers a < b, find a diffeomorpism (a, b) R. Solution: For example first map (a, b) to (0, π/2) and ten map (0, π/2) diffeomorpically to R using

More information

Symmetry. Chemistry 481(01) Spring 2017 Instructor: Dr. Upali Siriwardane Office: CTH 311 Phone Office Hours:

Symmetry. Chemistry 481(01) Spring 2017 Instructor: Dr. Upali Siriwardane   Office: CTH 311 Phone Office Hours: Chemistry 481(01) Spring 2017 Instructor: Dr. Upali Siriwardane e-mail: upali@latech.edu Office: CT 311 Phone 257-4941 Office ours: M,W 8:00-9:00 & 11:00-12:00 am; Tu,Th, F 9:30-11:30 a.m. April 4, 2017:

More information

Chapter 4: Numerical Methods for Common Mathematical Problems

Chapter 4: Numerical Methods for Common Mathematical Problems 1 Capter 4: Numerical Metods for Common Matematical Problems Interpolation Problem: Suppose we ave data defined at a discrete set of points (x i, y i ), i = 0, 1,..., N. Often it is useful to ave a smoot

More information

Consider a function f we ll specify which assumptions we need to make about it in a minute. Let us reformulate the integral. 1 f(x) dx.

Consider a function f we ll specify which assumptions we need to make about it in a minute. Let us reformulate the integral. 1 f(x) dx. Capter 2 Integrals as sums and derivatives as differences We now switc to te simplest metods for integrating or differentiating a function from its function samples. A careful study of Taylor expansions

More information

Recall from our discussion of continuity in lecture a function is continuous at a point x = a if and only if

Recall from our discussion of continuity in lecture a function is continuous at a point x = a if and only if Computational Aspects of its. Keeping te simple simple. Recall by elementary functions we mean :Polynomials (including linear and quadratic equations) Eponentials Logaritms Trig Functions Rational Functions

More information

1.5 Functions and Their Rates of Change

1.5 Functions and Their Rates of Change 66_cpp-75.qd /6/8 4:8 PM Page 56 56 CHAPTER Introduction to Functions and Graps.5 Functions and Teir Rates of Cange Identif were a function is increasing or decreasing Use interval notation Use and interpret

More information

1. State whether the function is an exponential growth or exponential decay, and describe its end behaviour using limits.

1. State whether the function is an exponential growth or exponential decay, and describe its end behaviour using limits. Questions 1. State weter te function is an exponential growt or exponential decay, and describe its end beaviour using its. (a) f(x) = 3 2x (b) f(x) = 0.5 x (c) f(x) = e (d) f(x) = ( ) x 1 4 2. Matc te

More information

Section 2: The Derivative Definition of the Derivative

Section 2: The Derivative Definition of the Derivative Capter 2 Te Derivative Applied Calculus 80 Section 2: Te Derivative Definition of te Derivative Suppose we drop a tomato from te top of a 00 foot building and time its fall. Time (sec) Heigt (ft) 0.0 00

More information

Integral Calculus, dealing with areas and volumes, and approximate areas under and between curves.

Integral Calculus, dealing with areas and volumes, and approximate areas under and between curves. Calculus can be divided into two ke areas: Differential Calculus dealing wit its, rates of cange, tangents and normals to curves, curve sketcing, and applications to maima and minima problems Integral

More information

Why gravity is not an entropic force

Why gravity is not an entropic force Wy gravity is not an entropic force San Gao Unit for History and Pilosopy of Science & Centre for Time, SOPHI, University of Sydney Email: sgao7319@uni.sydney.edu.au Te remarkable connections between gravity

More information

Exercises for numerical differentiation. Øyvind Ryan

Exercises for numerical differentiation. Øyvind Ryan Exercises for numerical differentiation Øyvind Ryan February 25, 2013 1. Mark eac of te following statements as true or false. a. Wen we use te approximation f (a) (f (a +) f (a))/ on a computer, we can

More information

Derivatives of Exponentials

Derivatives of Exponentials mat 0 more on derivatives: day 0 Derivatives of Eponentials Recall tat DEFINITION... An eponential function as te form f () =a, were te base is a real number a > 0. Te domain of an eponential function

More information

Numerical Differentiation

Numerical Differentiation Numerical Differentiation Finite Difference Formulas for te first derivative (Using Taylor Expansion tecnique) (section 8.3.) Suppose tat f() = g() is a function of te variable, and tat as 0 te function

More information

Chapter 5 FINITE DIFFERENCE METHOD (FDM)

Chapter 5 FINITE DIFFERENCE METHOD (FDM) MEE7 Computer Modeling Tecniques in Engineering Capter 5 FINITE DIFFERENCE METHOD (FDM) 5. Introduction to FDM Te finite difference tecniques are based upon approximations wic permit replacing differential

More information

INTRODUCTION AND MATHEMATICAL CONCEPTS

INTRODUCTION AND MATHEMATICAL CONCEPTS INTODUCTION ND MTHEMTICL CONCEPTS PEVIEW Tis capter introduces you to te basic matematical tools for doing pysics. You will study units and converting between units, te trigonometric relationsips of sine,

More information

2.1 THE DEFINITION OF DERIVATIVE

2.1 THE DEFINITION OF DERIVATIVE 2.1 Te Derivative Contemporary Calculus 2.1 THE DEFINITION OF DERIVATIVE 1 Te grapical idea of a slope of a tangent line is very useful, but for some uses we need a more algebraic definition of te derivative

More information

1 The concept of limits (p.217 p.229, p.242 p.249, p.255 p.256) 1.1 Limits Consider the function determined by the formula 3. x since at this point

1 The concept of limits (p.217 p.229, p.242 p.249, p.255 p.256) 1.1 Limits Consider the function determined by the formula 3. x since at this point MA00 Capter 6 Calculus and Basic Linear Algebra I Limits, Continuity and Differentiability Te concept of its (p.7 p.9, p.4 p.49, p.55 p.56). Limits Consider te function determined by te formula f Note

More information

Differentiation in higher dimensions

Differentiation in higher dimensions Capter 2 Differentiation in iger dimensions 2.1 Te Total Derivative Recall tat if f : R R is a 1-variable function, and a R, we say tat f is differentiable at x = a if and only if te ratio f(a+) f(a) tends

More information

Chapter 2 Ising Model for Ferromagnetism

Chapter 2 Ising Model for Ferromagnetism Capter Ising Model for Ferromagnetism Abstract Tis capter presents te Ising model for ferromagnetism, wic is a standard simple model of a pase transition. Using te approximation of mean-field teory, te

More information

Molecular Symmetry. Symmetry is relevant to: spectroscopy, chirality, polarity, Group Theory, Molecular Orbitals

Molecular Symmetry. Symmetry is relevant to: spectroscopy, chirality, polarity, Group Theory, Molecular Orbitals Molecular Symmetry Symmetry is relevant to: spectroscopy, chirality, polarity, Group Theory, Molecular Orbitals - A molecule has a symmetry element if it is unchanged by a particular symmetry operation

More information

Excerpt from "Calculus" 2013 AoPS Inc.

Excerpt from Calculus 2013 AoPS Inc. Excerpt from "Calculus" 03 AoPS Inc. Te term related rates refers to two quantities tat are dependent on eac oter and tat are canging over time. We can use te dependent relationsip between te quantities

More information

Problem Solving. Problem Solving Process

Problem Solving. Problem Solving Process Problem Solving One of te primary tasks for engineers is often solving problems. It is wat tey are, or sould be, good at. Solving engineering problems requires more tan just learning new terms, ideas and

More information

INTRODUCTION TO CALCULUS LIMITS

INTRODUCTION TO CALCULUS LIMITS Calculus can be divided into two ke areas: INTRODUCTION TO CALCULUS Differential Calculus dealing wit its, rates of cange, tangents and normals to curves, curve sketcing, and applications to maima and

More information

MTH-112 Quiz 1 Name: # :

MTH-112 Quiz 1 Name: # : MTH- Quiz Name: # : Please write our name in te provided space. Simplif our answers. Sow our work.. Determine weter te given relation is a function. Give te domain and range of te relation.. Does te equation

More information

HOMEWORK HELP 2 FOR MATH 151

HOMEWORK HELP 2 FOR MATH 151 HOMEWORK HELP 2 FOR MATH 151 Here we go; te second round of omework elp. If tere are oters you would like to see, let me know! 2.4, 43 and 44 At wat points are te functions f(x) and g(x) = xf(x)continuous,

More information

Relations between Clar structures, Clar covers, and the sextet-rotation tree of a hexagonal system

Relations between Clar structures, Clar covers, and the sextet-rotation tree of a hexagonal system Discrete Applied Matematics 156 (2008) 1809 1821 www.elsevier.com/locate/dam Relations between Clar structures, Clar covers, and te sextet-rotation tree of a exagonal system San Zou a, Heping Zang a,,

More information

Click here to see an animation of the derivative

Click here to see an animation of the derivative Differentiation Massoud Malek Derivative Te concept of derivative is at te core of Calculus; It is a very powerful tool for understanding te beavior of matematical functions. It allows us to optimize functions,

More information

Material for Difference Quotient

Material for Difference Quotient Material for Difference Quotient Prepared by Stepanie Quintal, graduate student and Marvin Stick, professor Dept. of Matematical Sciences, UMass Lowell Summer 05 Preface Te following difference quotient

More information

Quantum Mechanics Chapter 1.5: An illustration using measurements of particle spin.

Quantum Mechanics Chapter 1.5: An illustration using measurements of particle spin. I Introduction. Quantum Mecanics Capter.5: An illustration using measurements of particle spin. Quantum mecanics is a teory of pysics tat as been very successful in explaining and predicting many pysical

More information

Lecture 10: Carnot theorem

Lecture 10: Carnot theorem ecture 0: Carnot teorem Feb 7, 005 Equivalence of Kelvin and Clausius formulations ast time we learned tat te Second aw can be formulated in two ways. e Kelvin formulation: No process is possible wose

More information

Chapter 1D - Rational Expressions

Chapter 1D - Rational Expressions - Capter 1D Capter 1D - Rational Expressions Definition of a Rational Expression A rational expression is te quotient of two polynomials. (Recall: A function px is a polynomial in x of degree n, if tere

More information

Lab 6 Derivatives and Mutant Bacteria

Lab 6 Derivatives and Mutant Bacteria Lab 6 Derivatives and Mutant Bacteria Date: September 27, 20 Assignment Due Date: October 4, 20 Goal: In tis lab you will furter explore te concept of a derivative using R. You will use your knowledge

More information

Exponentials and Logarithms Review Part 2: Exponentials

Exponentials and Logarithms Review Part 2: Exponentials Eponentials and Logaritms Review Part : Eponentials Notice te difference etween te functions: g( ) and f ( ) In te function g( ), te variale is te ase and te eponent is a constant. Tis is called a power

More information

Solutions Manual for Precalculus An Investigation of Functions

Solutions Manual for Precalculus An Investigation of Functions Solutions Manual for Precalculus An Investigation of Functions David Lippman, Melonie Rasmussen 1 st Edition Solutions created at Te Evergreen State College and Soreline Community College 1.1 Solutions

More information

IIT-JEE 2012 PAPER - 1 PART - II : CHEMISTRY. SECTION - I : Single Correct Answer Type

IIT-JEE 2012 PAPER - 1 PART - II : CHEMISTRY. SECTION - I : Single Correct Answer Type IIT-JEE 0 PAPER - PART - II : CHEMISTRY SECTION - I : Single Correct Answer Type Tis section contains 0 multiple coice questions, Eac question as four coices, (A), (B), (C) and (D) out of wic ONLY ONE

More information

= 0 and states ''hence there is a stationary point'' All aspects of the proof dx must be correct (c)

= 0 and states ''hence there is a stationary point'' All aspects of the proof dx must be correct (c) Paper 1: Pure Matematics 1 Mark Sceme 1(a) (i) (ii) d d y 3 1x 4x x M1 A1 d y dx 1.1b 1.1b 36x 48x A1ft 1.1b Substitutes x = into teir dx (3) 3 1 4 Sows d y 0 and states ''ence tere is a stationary point''

More information

MAT 145. Type of Calculator Used TI-89 Titanium 100 points Score 100 possible points

MAT 145. Type of Calculator Used TI-89 Titanium 100 points Score 100 possible points MAT 15 Test #2 Name Solution Guide Type of Calculator Used TI-89 Titanium 100 points Score 100 possible points Use te grap of a function sown ere as you respond to questions 1 to 8. 1. lim f (x) 0 2. lim

More information

MAT244 - Ordinary Di erential Equations - Summer 2016 Assignment 2 Due: July 20, 2016

MAT244 - Ordinary Di erential Equations - Summer 2016 Assignment 2 Due: July 20, 2016 MAT244 - Ordinary Di erential Equations - Summer 206 Assignment 2 Due: July 20, 206 Full Name: Student #: Last First Indicate wic Tutorial Section you attend by filling in te appropriate circle: Tut 0

More information

The Verlet Algorithm for Molecular Dynamics Simulations

The Verlet Algorithm for Molecular Dynamics Simulations Cemistry 380.37 Fall 2015 Dr. Jean M. Standard November 9, 2015 Te Verlet Algoritm for Molecular Dynamics Simulations Equations of motion For a many-body system consisting of N particles, Newton's classical

More information

Continuity and Differentiability

Continuity and Differentiability Continuity and Dierentiability Tis capter requires a good understanding o its. Te concepts o continuity and dierentiability are more or less obvious etensions o te concept o its. Section - INTRODUCTION

More information

2016 PRELIM 2 PAPER 2 MARK SCHEME

2016 PRELIM 2 PAPER 2 MARK SCHEME 06 River Valley Hig Scool Prelim Paper Mark Sceme 06 PRELIM PAPER MARK SCHEME (a) V 5.00 X 85. 9V 3 I.7 0 X V I X V I X 0.03 0. 85.9 5.00.7 X 48.3 00 X X 900 00 [A0] Anomalous data can be identified. Systematic

More information

Notes on wavefunctions II: momentum wavefunctions

Notes on wavefunctions II: momentum wavefunctions Notes on wavefunctions II: momentum wavefunctions and uncertainty Te state of a particle at any time is described by a wavefunction ψ(x). Tese wavefunction must cange wit time, since we know tat particles

More information

Calculus I Practice Exam 1A

Calculus I Practice Exam 1A Calculus I Practice Exam A Calculus I Practice Exam A Tis practice exam empasizes conceptual connections and understanding to a greater degree tan te exams tat are usually administered in introductory

More information