120 112
121 113
122 114
123 115
124 116
125 117
126 118
127 119
128 120
129 121
130 122
131 123
132 124
133 125
134 126
135 127
136 128
137 129
138 130
139 131
140 132
141 133
142 134
143 135
144 136
145 137
146 138
147 139
148 140
149 141
150 142
151 143
152 144
153 145
154 146
155 147
156 148
157 149
158 151
159 152
160 153
161 154
162 155
163 156
164 157
165 158
166 159
167 160
168 161
169 163
170 164
171 165
172 166
173 167
174 168
175 169
176 170
177 171
178 172
179 173
180 174
181 175
182 176
183 177
184 178
185 179
186 180
187 181
188 182
189 183
190 184
191 185
192 186
193 187
194 188
195 189
196 190
197 191
198 192
199 193
200 194
201 195
202 196
203 197
204 198
205 199
206 200
207 201
208 202
209 203
210 204
211 205
212 206
213 207
214 208
215 209
216 210
217 211
218 212
219 213
220 214
221 215
222 216
223 217
224 218
225 219
226 220
227 221
228 222
229 223
230 225
231 226
232 227
233 228
234 229
235 230
236 231
237 232
238 233
239 234
240 235
241 236
242 237
243 238
244 239
245 240
246 241
247 242
248 243
249 244
250 245
251 247
252 248
253 249
254 250
255 251
256 252
257 253
258 254
259 255
260 256
261 257
262 258
263 259
264 260
265 261
266 262
267 263
268 264
269 265
270 266
271 267
272 268
273 269
274 270
275 271
276 273
277 274
278 275
279 276
280 277
281 278
282 279
283 280
284 281
285 282
286 283
287 284
288 285
289 286
290 287
291 288
292 289
293 290
294 291
295 293
296 294
297 295
298 296
299 297
300 298
301 299
302 300
303 301
304 302
305 303
306 304
307 305
308 306
309 307
310 308
311 309
312 310
313 311
314 312
315 313
316 314
317 315
318 317
319 318
320 319
321 320
322 321
323 322
324 323
325 324
326 325
327 326
328 327
329 328
330 329
331 330
332 331
333 332
334 333
335 334
336 335
337 336
338 337
339 338
340 339
341 340
342 341
343 342
344 343
345 344
346 345
347 346
348 347
349 348
350 349
Scrivener Publishing100 Cummings Center, Suite 541J Beverly, MA 01915-6106
Modern Mathematics in Computer Science
Series Editors: Hanaa Hachimi, PhD, G. Suseendran, PhD, and Noor Zaman, PhD
Scope:The idea of a series of books on modern math methods used in computer science was conceived to address the great demand for information about today’s emerging computer science technologies. Modern math methods, including algorithms, encryptions, security, communication, machine learning, artificial intelligence and other math-based advanced concepts, form the backbone of these technologies and are crucial to them. Modern math plays a vital role in computing technologies by enhancing communication, computing, and extending security through different encryption algorithms. The ever-increasing demand for data storage capacity, from gigabytes to petabytes and higher, has higher requirements that need to be met. Modern math can match those requirements.
Empirical studies, theoretical and numerical analysis, and novel research findings are included in this series. The information highlighted in this series encourages cross-fertilization of ideas concerning the application of modern math methods in computer science.
Publishers at Scrivener Martin Scrivener ( martin@scrivenerpublishing.com) Phillip Carmical ( pcarmical@scrivenerpublishing.com)
Simulation and Analysis of Mathematical Methods in Real-Time Engineering Applications
Edited by
T. Ananth Kumar,
E. Golden Julie,
Y. Harold Robinson,
and
S. M. Jaisakthi
This edition first published 2021 by John Wiley & Sons, Inc., 111 River Street, Hoboken, NJ 07030, USA and Scrivener Publishing LLC, 100 Cummings Center, Suite 541J, Beverly, MA 01915, USA
© 2021 Scrivener Publishing LLC
For more information about Scrivener publications please visit www.scrivenerpublishing.com.
All rights reserved. No part of this publication may be reproduced, stored in a retrieval system, or transmitted, in any form or by any means, electronic, mechanical, photocopying, recording, or otherwise, except as permitted by law. Advice on how to obtain permission to reuse material from this title is available at http://www.wiley.com/go/permissions.
Wiley Global Headquarters
111 River Street, Hoboken, NJ 07030, USA
For details of our global editorial offices, customer services, and more information about Wiley products visit us at www.wiley.com.
Limit of Liability/Disclaimer of Warranty
While the publisher and authors have used their best efforts in preparing this work, they make no representations or warranties with respect to the accuracy or completeness of the contents of this work and specifically disclaim all warranties, including without limitation any implied warranties of merchantability or fitness for a particular purpose. No warranty may be created or extended by sales representatives, written sales materials, or promotional statements for this work. The fact that an organization, website, or product is referred to in this work as a citation and/or potential source of further information does not mean that the publisher and authors endorse the information or services the organization, website, or product may provide or recommendations it may make. This work is sold with the understanding that the publisher is not engaged in rendering professional services. The advice and strategies contained herein may not be suitable for your situation. You should consult with a specialist where appropriate. Neither the publisher nor authors shall be liable for any loss of profit or any other commercial damages, including but not limited to special, incidental, consequential, or other damages. Further, readers should be aware that websites listed in this work may have changed or disappeared between when this work was written and when it is read.
Library of Congress Cataloging-in-Publication Data
ISBN 9781119785378
Cover image: Mathematical - Jevtic | Dreamstime.com
Cover design by Kris Hackerott
Set in size of 11pt and Minion Pro by Manila Typesetting Company, Makati, Philippines
Printed in the USA
10 9 8 7 6 5 4 3 2 1
This book addresses primary computational techniques for developing new technologies in terms of soft computing. It also highlights the security, privacy, artificial intelligence, and practical approach in all fields of science and technologies. It highlights the current research which is intended to advance not only in mathematics but in all the possible areas of science and technologies for research and development. As the book is focused on the emerging concepts in machine learning and artificial intelligence algorithmic approaches and soft computing techniques, it will be used by researchers, academicians, data scientists and technology developers.
Читать дальше