Hybrid Evolutionary Algorithms

Front Cover
Crina Grosan, Ajith Abraham, Hisao Ishibuchi
Springer, Aug 29, 2007 - Computers - 404 pages

Hybridization of evolutionary algorithms is getting popular due to their capabilities in handling several real world problems involving complexity, noisy environment, imprecision, uncertainty and vagueness. This edited volume is targeted to present the latest state-of-the-art methodologies in “Hybrid Evolutionary Algorithms”. This book deals with the theoretical and methodological aspects, as well as various applications to many real world problems from science, technology, business or commerce. This volume comprises of 14 chapters including an introductory chapter giving the fundamental definitions and some important research challenges. Chapters were selected on the basis of fundamental ideas/concepts rather than the thoroughness of techniques deployed.

 

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Contents

I
1
IV
4
V
5
VI
6
VIII
7
IX
8
X
9
XII
10
CXVIII
180
CXIX
184
CXX
191
CXXI
195
CXXII
197
CXXIII
198
CXXVI
201
CXXXI
203

XIV
13
XVI
18
XIX
20
XXI
22
XXII
27
XXIV
28
XXV
31
XXVI
35
XXVII
36
XXVIII
37
XXX
39
XXXII
40
XXXIII
44
XXXIV
45
XXXV
48
XXXVII
50
XXXVIII
55
XXXIX
56
XL
57
XLII
62
XLIII
63
XLIV
73
XLV
74
XLVII
77
L
78
LI
80
LII
81
LIII
82
LIV
83
LV
85
LVII
86
LVIII
87
LIX
88
LX
89
LXI
91
LXII
97
LXIII
98
LXIV
100
LXVII
103
LXVIII
105
LXX
106
LXXI
108
LXXIV
109
LXXV
111
LXXVI
112
LXXVII
113
LXXVIII
119
LXXIX
122
LXXX
123
LXXXI
124
LXXXII
127
LXXXV
129
LXXXVI
130
LXXXVII
131
LXXXVIII
134
LXXXIX
136
XCI
137
XCII
138
XCIII
141
XCIV
143
XCVI
146
XCIX
148
C
149
CI
153
CIII
155
CV
162
CVI
168
CVII
170
CVIII
171
CXI
172
CXII
173
CXIII
176
CXV
177
CXVI
178
CXVII
179
CXXXIII
206
CXXXV
211
CXXXVI
223
CXXXVIII
233
CXXXIX
236
CXL
237
CXLI
238
CXLII
240
CXLV
242
CXLVII
243
CXLVIII
245
CXLIX
246
CLI
247
CLII
248
CLIII
265
CLV
269
CLVIII
271
CLIX
273
CLX
278
CLXII
279
CLXIII
283
CLXIV
284
CLXV
289
CLXVI
291
CLXVII
292
CLXVIII
293
CLXIX
294
CLXX
295
CLXXI
303
CLXXII
305
CLXXIII
308
CLXXIV
309
CLXXVI
313
CLXXIX
315
CLXXX
316
CLXXXII
317
CLXXXV
318
CLXXXVI
319
CLXXXVIII
320
CLXXXIX
324
CXC
329
CXCI
330
CXCIII
336
CXCVI
339
CXCVII
340
CXCIX
341
CC
342
CCI
344
CCIII
345
CCIV
347
CCV
348
CCVI
353
CCVII
359
CCIX
361
CCXII
362
CCXIII
364
CCXV
369
CCXVI
370
CCXVII
372
CCXVIII
373
CCXIX
374
CCXX
375
CCXXII
377
CCXXIII
378
CCXXIV
380
CCXXV
382
CCXXVII
383
CCXXVIII
384
CCXXIX
386
CCXXX
388
CCXXXI
393
CCXXXII
394
CCXXXIII
399
Copyright

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Popular passages

Page 2 - They all share a common conceptual base of simulating the evolution of Individual structures via processes of Selection, Mutation, and Reproduction.
Page 1 - The evolutionary algorithm can be applied to problems where heuristic solutions are not available or generally lead to unsatisfactory results. As a result, evolutionary...
Page 5 - The integration of different learning and adaptation techniques, to overcome individual limitations and achieve synergetic effects through hybridization or fusion of these techniques, has in recent years contributed to a large number of new hybrid evolutionary systems.

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