Index

addition principle, 159, 163

adjacency, 174

aggregated node-link formulation (AG), 635

algorithm for minimal spanning tree, 184

aliasing, 13

AM, 12

aperiodic, see period, aperiodic

approximation, 8

Arrow, 725, 726

average, 7

balance, 193

balanced incomplete block design, 191

Bruck-Chowla-Ryser Theorem, 194

covalency, 193

Fisher’s inequality, 194

incidence matrix, 194

simple, 194

baseband, 13

Bayesian equilibrium, 709

Benders decomposition (BD), 645

Benders decomposition algorithm, 645

Bessel equality, 11

bifurcated routing, 636

bijection, 5

binary program (BP), 648

binary relation, 174

Binet’s formula, 173

bipartite, 175

bipartite graph, 175

bisection method, 133

block, 192

repeated, 194

block design, 192

balance, 193

covalency, 193

frequency, 192

incidence matrix, 194

replication number, 192

simple, 194

treatment, 192

variety, 192

bounded, 7

branch-and-bound (BB), 650, 651

branch-and-bound algorithm, 652

branch-and-cut (BC), 651, 658

branch-and-cut algorithm, 659

branch-and-price (BP), 660

branch-and-price-and-cut (BPC), 662

Bruck-Chowla-Ryser Theorem, 194

cancellation, 119

Central Limit Theorem, 226

characteristic equation, 171

check digit, 186

Chernoff bound, 221

Chernoff’s information, 312

chopping, 123

Clarke, 726

code, 185188

Venn diagram, 186

codeword, 186

combination, 160

combinatorial optimization, 662

compact formulation, 633

complement, 175

complement of graph, 175

complete bipartite graph, 175

complete graph, 175

Concentration inequalities, 295

condition

Dirichlet, see Dirichlet, conditions

necessary, 7

sufficient, 7

condition number, 120

continuous, 5

piecewise, 16

convergence, 7

convex hull, 648

convolution, 11, 12, 16, 18

core, 719

correspondence, 5

cosine

transform, see transform, cosine

Cournot, 709

covalency, 193

Cramér’s theorem, 301

cubic graph, 176

Cumulant generating function, 298

cumulative distribution function, 209

cut, 650

cut-and-branch (CB), 658

cutting plane, 650

cutting plane algorithm, 651

cycle, 177182

d’Aspremont, 726

data compression, 14

dc component, 7

de Morgan’s Laws, 165

Decision rule, see also Test

decoding, 185

degree, 176

δ (·), 12

demand scenario, 630, 680

demands, 628

deterministic, 5

difference, 10

differentiation, 10, 15, 17

all-order, 15, 18

even-order, 15, 17

first-order, 15, 17, 18

odd-order, 15, 17

second-order, 15

zeroth-order, 15, 18

digraph, 175

dimensioning function, 640

dimensioning problem (DP), 638, 681

Dirac, 12

delta, see δ (·)

Dirac delta, 10

directed graph, 175

Dirichlet, 6

conditions, 6, 7

discontinuity, 7, 8, 15

jump, 15, 18

discrete, 5, 9

domain, 5

frequency, 5, 11

time, 5

duality, 10, 11

dynamic routing, 680

eigenvalues

deflation, 147

inverse iteration, 142

orthogonal iteration, 144

power method, 141

encoding, 185

energy, 7

finite, see finite, energy

Entropy, 305

enumeration, 159160

equality

Bessel, see Bessel, equality

Parseval, see Parseval, equality

error

absolute, 117

backward, 121

computational, 117

data, 117

relative, 117

unit roundoff, 123

Euler’s Theorem, 179

eulerian, 179

evolutionary algorithm (EA), 663

evolutionary stable strategy, 716

existence, 7

Expected value, 217

extrapolation, 125

extrema, 7

failure state, failure scenario, 629

feasibility pump (FP), 663

feasibility test (FT), 645

Fibonacci number, 172

filter

low-pass

ideal, 13

finite

energy, 7

support, 8

Fisher’s inequality, 194

fixed-charge problem, 654

flow allocation problem (FAP), 632. 681

flow pattern, 632

Folk-theorem, 716

formal power series, 167

Fourier, 5

Fourier’s Theorem, 6

integral, 9

representation, 8

series, 6, 31

expansion, 9

transform, 9, 11

convolution, 11

differentiation, 10

duality, 10

integral, 9

integration, 10

inverse, 9

modulation, 11

pair, 9

scaling, 10, 11

shifting, 10

frequency, 9, 192

domain, 11

fundamental, 9, 12

response, 11

function, 5

bandlimited, 13

continuous

piecewise, 16

Dirac delta, 12

discontinuous, 7

even, 6

odd, 6

periodic, 6

sampling, 12

game

Bayesian, 708

characteristic form, 718

coalitional, 718

extensive form, 710

minimax solution, 697

multistage, 710

non-zero-sum, 699

normal form, 694

player

type, 708

repeated, 715

strategy, 694

value, 697

zero sum, 696

Gaussian, 212

generating function, 167

geometric series, 168

Gerard-Varet, 726

Gibbs, 8

phenomenon, 8

graecolatin square, 190

graph, 174185

circuit, 177

closed walk, 177

component, 178

connectedness, 178

cycle, 177182

edge, 174

hamiltonian, 180

path, 177182

simple walk, 177

vertex, 174

walk, 177182

Groves, 726

harmonic, 8

analyzer, 8

Harsanyi, 708

hidden Markov model, 236

hop-limit, 636

hot-standby (HS), 669

Hurwicz, 724

Hypothesis testing, 310

Icosian game, 179

impulse, 11, 12

response, 11

train, 12

incentive-compatible mechanism, 727

incidence, 192

incidence matrix, 194

independence, 208

Inequalities

Chebyshev, 296

Chernoff, 297

Markov, 296

infinity, 9

information set, 713

integer program (IP), 648

integrable

absolute, 16

absolutely, 7

integral, 9

Fourier, see Fourier, integral

integration, 10, 16

integrality property, 653

interpolation, 13, 125

bandlimited, 13

cubic splines, 131

Lagrange, 127

Newton, 128

splines, 131

inverse cosine transform, see transform, cosine

inverse Fourier transform, see Fourier, transform

isolated vertex, 176

kernel, 14, 16, 720

Kolmogorov axioms, 206

Kullback-Leibler distance, see also Relative entropy

Lagrangean relaxation, 653

Lagrangean subproblems, 653

Large deviations, 295

Latin square, 191

mutually orthogonal, 190

order, 188

orthogonality, 189191

self-orthogonal, 201

side, 188

standardized, 190

law of large numbers, 226

Legendre transform, 298

limit, 7

linear

LTI, 11

linearity, 10, 14, 17

scale, 6

systems, 6, 11

LTI, see linear, LTI

linear programming (LP), 633, 642, 698

linear relaxation (LP relaxation), 648

link diversity, 636

link protection (LPR), 679

link-flow, 632

link-path formulation (L-P), 632

Lucas, Edouard, 174

numbers, 174

machine precision, 123

Marčenko-Pastur law, 250

Markov inequality, 220

Markov process, 232

Maskin, 724

master problem of BD, 645

matrix

incidence, 194

mean, 7

meta-heuristics, 662

Michelson

Albert, 8

mixed-binary program (MBP), 648

mixed-integer program, 681

mixed-integer program (MIP), 637, 640, 642, 647

modular dimensioning problem (MDP), 639

modulation, 11

amplitude, 12

most violated cut, 657

Muller’s method, 139

multicommodity flow network (MFN), 628

multifacility dimensioning, 640

multigraph, 174, 178

multihour design, 680

multiperiod design, 681

multiple edges, 174

multiplication principle, 159

mutually exclusive, 206

Myerson, 724

Nash, 700

Nash bargaining, 702

Nash equilibrium, 700

neighbor, 174

network, 174

network design problem (NDP), 628

network graph, 628

network survivability, 665

Newton’s method, 136

Neyman-Pearson lemma, 310

Neyman-Pearson test

SIMO, 276

node-link formulation (N-L), 633

noise, 185

nonbifurcated routing, 636

noncompact formulation, 633

nucleolus, 721

null graph, 175

numbers

complex, 10

imaginary part, 10

real part, 10

real, 10

oblivious routing, 680

one-facility dimensioning, 640

order of convergence, 137

orthogonality, 189191

overflow, 122

overshoot, 8

Pareto boundary, 695

Pareto optimality, 695, 719

Parseval, 11

equality, 11

path, 177182

path diversity (PD), 636, 665

path generation (PG), 643

path generation algorithm, 644

path-flow, 632

period, 9, 12

aperiodic, 6, 9

fundamental, 6

periodic, 6, 9, 12

bounded, see bounded

periodicity, 6

permutation, 160

polyhedral separation problem, 657

preference relation, 692

pricing problem, 645, 668

Prim’s algorithm, 184

principle of inclusion and exclusion, 165

prisoner’s dilemma, 699

probability density function, 211

probability mass function, 209

proper subgraph, 175

protection mechanisms, 665

Random process, 227

random variable, 208

randomized rounding, 664

Rate function, 298

real

sequence, 14

recurrence relation, 170174

degree, 170

homogeneous, 170

linear, 170

reflection, 6

regular graph, 176

Relative entropy, 305

repeated block, 194

replication number, 192

restoration mechanisms, 670

restricted reconfiguration (RR), 672

rounding, 123

rule of sum, 163

sampling, 12

impulse-train, 12

sample, 12

theorem, 12, 13

Sanov’s theorem, 308

scale, 6, 10, 11, 14, 17

linear, see linear

Schmeidler, 721

secant method, 138

self-orthogonal Latin square, 201

sensitivity, 120

separation step, 656

sequence

real, 14

series, 6

expansion, 7

Fourier, see Fourier, series, 7, 9

Shannon transform, 252

Shapley, 719

Shapley value, 721

shared risk link group (SRLG), 630, 668

shift, 6, 10, 15, 17

shortest-path allocation rule (SPA), 639

signal, 5, 7

aperiodic, 9

continuous

time, 12

discrete

time, 12

energy

finite, 7

periodic, 9

time, 8

similarity transformation, 145

simple design, 194

simulated allocation (SAL), 663

simulated annealing (SAN), 663

sine

transform, see transform, sine

single-path routing, 636

singular values, 152

singular value decomposition, 151

left singular vector, 152

right singular vector, 152

social choice function, 724

spectral

leakage, see spectrum, leakage

spectral growth, see spectrum, growth

spectrum, 13

growth, 8

leakage, 8

star, 175

static routing, 680

Stationary process, 228

Stein’s lemma, 313

stub-release, 672

subgame-perfect equilibrium, 712

subgradient maximization, 653

subgraph, 175

sum

partial, 7

summation, 9

synthesis, see Fourier, Fourier’s Theorem

tabu search (TS), 663

Test, 310

Bayesian test, 313

likelihood ratio test, 310

minimum error probability test, 313

Neyman-Pearson test, 310

time

domain, 11

time reversal, 6

topological design problem, 654

totally unimodular, 649

traffic uncertainty, 680

transform

continuous, 5

cosine, 14

inverse, 14

operator, 14

discrete, 5

Fourier, 5, 9

Karhunen–Loéve, 5

kernel, see kernel

sine, 14

inverse, 16

operator, 16

time-frequency, 5

transform domain, 5

transformation, 5, 12

Traveling Salesman Problem, 181182

treatment, 192

tree, 182185

Prim’s algorithm, 184

spanning tree, 185

trigger strategy, 716

truncation, 8

Type, 304

type class, 305

underflow, 122

undershoot, 8

unrestricted reconfiguration (UR), 670

unsplittable flow, 636

utility theory, 692

valency, 176

valid inequality, 650, 658

variable, 6

independent, 6

variety, 192

Venn diagram, 163

Venn diagram code, 186188

vertex, 174

Vickrey, 725

walk, 177182

closed, 177

simple, 177

wheel, 197

zeros of polynomials deflation, 140

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