March 2009
Intermediate to advanced
476 pages
14h 28m
English
book
Optimization Techniques for Solving Complex Problems
by Enrique Alba, Christian Blum, Pedro Asasi, Coromoto Leon, Juan Antonio Gomez
Content preview from Optimization Techniques for Solving Complex Problems
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INDEX
A* algorithm, 194
AbYSS, 68
AES (advanced encryption standard), 140
Algorithm GPPE, 7
Algorithmic skeleton, 196
ALife (artificial life), 347
Alphabet with arity, 218
ANOVA test, 72
Ant colony optimization, 267, 408
ARMA, 249
ARMAX model, 124
Artificial neural networks, 15
Artificial vision, 309
Asynchronous parallel cGAs, 58
Auctions, 233
Ausubel auction, 234
AV (artificial vision), 310
B&B-based, 373
Bankruptcy prediction, 6
Benchmarks, 92
for DOPs, 92
Best and worst stripe exchange (BW_SE), 389
Best-fit decreasing height (BFDH), 386
Best inherited level recombination (BILX), 389
Bid, 234
Bioinformatic tasks, 268
Bottom-up deterministic tree finite automaton, 219
Bucket elimination, 111
Call-by-need, 210
Cellular automata (CA), 325
laser model, 329
Cellular genetic algorithms, 50, 68
Cellular phone networks, 287
CHC, 294–296, 299–302, 304, 305
Chromosome appearance probability matrix algorithm, 31
Computational grid, 423
Constrained optimization penalty term, 105
bucket elimination, 110
definition, 103
penalty term, 103
repairing, 104
search in feasible space, 104
soft constraint, 103
symmetries, 111
Constraint programming, 107, 108, 109, 114
Convergence, 66
Cross-generational elitist selection, heterogeneous recombination, and cataclysmic mutation, 294, 305
Cryptography, 139
Decisions, 216
Design ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.