Multi-Objective Optimization Using Evolutionary Algorithms
Deb, K. (2001)Publisher: Wiley | ISBN: 047187339X | Price: 134.4
Buy it at Amazon.com
Book Description
Evolutionary algorithms are relatively new, but very powerful techniques used to find solutions to many real-world search and optimization problems. Many of these problems have multiple objectives, which leads to the need to obtain a set of optimal solutions, known as effective solutions. It has been found that using evolutionary algorithms is a highly […]
Posted: June 27th, 2001 under Genetic algorithms. Comments: none
Evolutionary Multi-Criterion Optimization : First International Conference
Zitzler, E., Deb, K., Thiele, L., Coello Coello C. A., Corne, D. (2001)Publisher: Springer | ISBN: 3540417451 | Price: 106.34
Buy it at Amazon.com
EMO 2001, Zurich, Switzerland, March 7-9, 2001 Proceedings (Lecture Notes in Computer Science).
Book Description
The proceedings of the first international conference on Evolutionary Multi-Criterion Optimization have been published in the Lecture Notes in Computer Science (LNCS) series by Springer Verlag. The book contains the carefully reviewed 45 papers organized in topical section on algorithm improvements, performance […]
Posted: March 26th, 2001 under Genetic algorithms. Comments: none
Efficient and Accurate Parallel Genetic Algorithms
Cantú-Paz, E. (2000)Publisher: Springer | ISBN: 0792372212 | Price: 160.65
Buy it at Amazon.com
Genetic Algorithms and Evolutionary Computation, Volume 1.
Book Description
As genetic algorithms (GAs) become increasingly popular, they are applied to difficult problems that may require considerable computations. In such cases, parallel implementations of GAs become necessary to reach high-quality solutions in reasonable times. But, even though their mechanics are simple, parallel GAs are complex non-linear algorithms that […]
Posted: December 15th, 2000 under Genetic algorithms. Comments: none
Parallel Problem Solving from Nature PPSN VI
Schoenauer, M., Deb, K., Rudolph, G., Yao, X., Lutton, E., Merelo J. J., Schwefel, H.-P. (2000)Publisher: Springer | ISBN: 3540410562 | Price: 107.03
Buy it at Amazon.com
Book Description
Proceedings of the 6th International Conference on Parallel Problem Solving, held in Paris, France, September 18-20, 2000. Proceedings focus on problem solving paradigms imitating natural models. Topics covered include analysis and theory of EA’s, genetic programming, scheduling, co-evaluation, combinatorial optimization, and others.
Deb, Kalyanmoy.
Related PostsAdvances in Distributed and Parallel Knowledge DiscoveryEfficient and Accurate Parallel […]
Posted: October 13th, 2000 under Genetic algorithms. Comments: none
Advances in Distributed and Parallel Knowledge Discovery
Kargupta, H., Chan, P. (2000)Publisher: AAAI press | ISBN: 0262611554 | Price: 55
Buy it at Amazon.com
Book Description
Knowledge discovery and data mining (KDD) deals with the problem of extracting interesting associations, classifiers, clusters, and other patterns from data. The emergence of network-based distributed computing environments has introduced an important new dimension to this problem–distributed sources of data. Traditional centralized KDD typically requires central aggregation of distributed data, which may not always […]
Posted: September 11th, 2000 under Genetic algorithms. Comments: none
GECCO 2000 Proceedings of the Genetic and Evolutionary Computation Conference
Whitley, D. L. , Goldberg, D. E., Cantu-Paz, E., Spector, L., Parmee, I., Beyer, H.-G. (2000)Publisher: Morgan Kaufmann Publishers | ISBN: 1558607080 | Price: 89.95
Buy it at Amazon.com
Book Description
The 2000 Genetic and Evolutionary Computation Conference (GECCO-00) combines the longest running conference in evolutionary computation (ICGA) and the world’s two largest EC conferences (GP and ICGA) to create a unique opportunity to bring together the best in research in the growing field of genetic and evolutionary computation (GEC).
The GECCO conference continues the […]
Posted: July 20th, 2000 under Genetic algorithms. Comments: none
GECCO’99: Proceedings of the Genetic and Evolutional Computation Conference
Banzhaf, W., Daida, J., Eiben A. E., Garzon M. H., Honavar, V., Jakiela, M., Smith, R. E. (1999)Publisher: Morgan Kaufmann | ISBN: 1558606114 | Price: 94.95
Buy it at Amazon.com
Book Description
The 1999 Genetic and Evolutionary Computation Conference (GECCO-99) combines the longest running conference in evolutionary computation (ICGA) and the world’s two largest EC conferences (GP and ICGA) to create a unique opportunity to bring together the best in research in the growing field of genetic and evolutionary computation (GEC).
The GECCO conference continues the […]
Posted: October 15th, 1999 under Genetic algorithms. Comments: none
Genetic Programming 1998
Koza, J. R., Banzhaf, W., Chellapilla, K., Deb, K., Dorigo, M., Fogel, D., Garzon, M., Goldberg, D. E., Iba, H., Riolo, R. (1998)Publisher: Morgan Kaufmann Publishers | ISBN: 1558605487 | Price:
Buy it at Amazon.com
Book Description
Proceedings of the Annual Conferences on Genetic Programming. These proceedings present the most recent research in the field of genetic programming as well as recent research results in the fields of genetic algorithms, artificial life and evolution strategies, DNA computing, evolvable hardware, and genetic learning classifier systems.
Goldberg, David E.,
Deb,Kalyanmoy.
Related PostsGenetic Programming 2nd ConferenceGenetic Programming […]
Posted: July 15th, 1998 under Genetic algorithms. Comments: none
Genetic Programming 2nd Conference
Koza, J. (1997)Publisher: Morgan Kaufmann Publishers | ISBN: 1558604839 | Price:
Buy it at Amazon.com
Book Description
These proceedings present the most recent research in the field of genetic programming.
Topics include: Applications of genetic programming/ Theoretical foundations of genetic programming/ Technique extensions and implementation issues/ System identification/ Control/ Classification/ Induction/ Evolution of machine language programs/ Automatic programming of multi-agent strategies/ Automated evolution of program architecture/ Automated synthesis of analog electrical […]
Posted: July 1st, 1997 under Genetic algorithms. Comments: none
Genetic Programming 1996: Proceedings of the First Annual Conference
Koza, J. R., Goldberg, D. E., Fogel, D. B., Riolo, R. L. (1996)Publisher: The MIT press | ISBN: 0262611279 | Price:
Buy it at Amazon.com
Book Description
Genetic programming is a domain-independent method for automatic programming that evolves computer programs that solve, or approximately solve, problems. Starting with a primordial ooze of thousands of randomly created computer programs composed of functions and terminals appropriate to a problem, a population of programs is progressively evolved over many generations using the Darwinian principle […]
Posted: July 8th, 1996 under Genetic algorithms. Comments: none