dr Tomasz D.Gwiazda
 Assistant Professor

 
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Contents of e-Book
Index of authors
Index of experiment domains


Introduction

Standard operators
1-Point Crossover
k-Point Crossover
Shuffle Crossover
Reduced Surrogate Crossover
Uniform Crossover
Highly Disruptive Crossover,Heuristic Uniform Crossover
Average Crossover
Discrete Crossover
Flat Crossover
Heuristic Crossover,Intermediate Crossover
Blend Crossover


Binary coded operators
Random Respectful Crossover
Masked Crossover
1bit Adaptation Crossover
Multivariate Crossover
Homologous Crossover
Count-preserving Crossover
Elitist Crossover
    Index of experiment domains  
         

 

 

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10-bar truss problem............. 142, 144

25-bar truss problem............. 142, 144

2-dimensional shape matching problem... 151

4-bit parity problem...................... 205

6-bit deceptive problem................ 219

6-bit easy problem........................ 219

6-Hump Camel Back function..... 111, 184

72-bar truss problem............. 142, 144

Ackley's function...................... 59, 67, 217, 312, 317

active power security correction on power market.......... 307

actuator hysteresis identification and compensation........ 371

aligning multiple protein sequence problem......... 178

assembling parts into objects problem............... 365

automatic generating numerical control rules problem....... 385

Baluja's function............................ 279

benchmark set of 65 set covering problems........ 88

bimodal equal spread function....... 212

bimodal function........................ 61, 79

bimodal unequal spread function... 212

bit counting function....................... 41

blocked function............................ 212

Bohachewsky's function............ 111, 315, 317

Branin's function... 184, 359, 363, 376

busy beaver problem..................... 219

camel function............................... 325

chaotic time-series prediction problem........... 322

clique finding problem..................... 46

Colville's function.......................... 317

concatenations of bipolar deceptive problems....... 79, 120

concatenations of order-3 deceptive problems...... 79, 120

conceptual design of a supersonic aircraft.......... 260

contrast stretching and detail enhancements of satellite images..... 285

Corana's function................... 246, 279

data clustering benchmark sets...... 240

data clustering in dermatological semeiotics................ 387

De Jong's function 27, 37, 39, 44, 59, 67, 77, 83, 85, 101, 111, 115, 129, 155, 171, 176, 184, 189, 191, 193, 199, 205, 212, 221, 234, 236, 238, 242, 244, 248, 256, 265, 269, 279, 319, 325, 359, 363, 376, 391

deceptive trap functions.................. 96

design of a three-stage membrane separation process....... 260

design of aerodynamic shape of a car.......... 65

design of digital finite impulse response filters................. 187

design of two-way crossover circuits......................... 153

determination of a bus access schedule for a real-time LAN....... 90

dynamic biochemical sensor measurement characterization......  162

Easom's function... 184, 238, 262, 363

economic load-dispatch problem.......341

enhanced Steiner problems in graphs.....74

feature selection problem.............. 125

feature selection problem of pattern recognition................. 99

feature weights learning problem... 228

Fletcher-Powell's function............. 171

frequency assignment problem...... 328

fully deceptive 4-bit problem.......... 81

fully deceptive trap function........... 41

function taken from the National Crime Survey..................35

fuzzy controller design.............. 50, 52

fuzzy rule extraction problem....... 226

Goldstein-Price's function............. 169

graph bipartitioning......................... 79

graph bisection problems.............. 160

graph coloring problem.... 44, 299, 302

graph partitioning............................ 48

Griewank's function 59, 111, 115, 129, 138, 140, 176, 184, 207, 214, 238, 242, 244, 246, 248, 262, 265, 269, 317, 319, 354, 363, 376

Hamiltonian Circuit problems................ 115, 176

HIFF problem....... 113, 131, 134, 136

induction motor parameter estimation...............290

industrial simulation...................... 224

integrated steelmaking optimum cast plan....................369

JSSP............................................... 155

Keane's function.... 230, 232, 252, 254

knapsack problem................. 202, 287

knowledge acquisition problem....... 293

L-SAT problem generator....... 96, 157

Mahfoud's function............... 134, 136

max-cut problem............................ 122

Michalewicz & Schoenauer's functions.................. 305, 395

Michalewicz's function 44, 59, 105, 111, 129, 210, 236

microwave imaging problem.......... 393

mixed variable bearing problem..... 337

multi-dimensional pattern recognition problems............... 93

multimodal function........ 56, 165, 173

multi-objective function................ 267

multi-objective optimization of logic circuits  383

n-bit adder....................................... 29

n-bit parity checker......................... 29

non-stationary function......... 252, 254

n-peak problems.............................. 33

One-Max problem........... 54, 157, 219

optical components benchmark data sets............... 374

order-3 deceptive problem............ 205

pattern matching problem......... 50, 52

plant allocation problem................ 181

pole problem................................. 212

power plant control system design problem.............. 315

Rastrigin's function 59, 111, 115, 129, 138, 140, 176, 212, 214, 217, 242, 244, 248, 265, 269, 281, 317, 319, 343, 354

Rechenberg's function.................... 207

registration of computer tomography image and facial surface data problem 367

Ridge's function..................... 138, 140

robot tracking problem.................. 295

Rosenbrock's function 169, 207, 217, 269, 281, 317, 319, 354

Royal Road function....... 54, 157, 219

SAT problems............................... 115

satisfiability problem...................... 69

Schaffer & Eshelman's trap function 54

Schaffer's function..... 67, 115, 147, 176, 184, 191, 193, 325, 363, 376

Schubert's function.......... 67, 111, 359

Schwefel's function 59, 111, 115, 129, 138, 140, 169, 176, 242, 244, 248, 265, 269, 317, 354, 376

Shekel's function.................... 184, 363

soft decision decoding of linear block codes...... 48

sphere function.............. 217, 317, 354

stellar wave-front slopes prediction problem...... 322

trainer scheduling problem............ 297

transportation problems........ 195, 197

TSP............ 44, 48, 160, 167, 205, 312

unimodal function.......................... 214

V-cliff function.............................. 212

vector quantization problem. 271, 273

V-function..................................... 212

VLSI standard cell placement problem 71

Watson's function.......................... 317

Whitley's function......................... 155

XOR problem................................ 205

zero/one multiple knapsack problem...... 117

 

 
   

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