Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions
The development and application of evolutionary algorithms (EAs) and other metaheuristics
for the optimisation of water resources systems has been an active research field for over …
for the optimisation of water resources systems has been an active research field for over …
Metaheuristics in combinatorial optimization: Overview and conceptual comparison
The field of metaheuristics for the application to combinatorial optimization problems is a
rapidly growing field of research. This is due to the importance of combinatorial optimization …
rapidly growing field of research. This is due to the importance of combinatorial optimization …
Nas-bench-101: Towards reproducible neural architecture search
Recent advances in neural architecture search (NAS) demand tremendous computational
resources, which makes it difficult to reproduce experiments and imposes a barrier-to-entry …
resources, which makes it difficult to reproduce experiments and imposes a barrier-to-entry …
Bio-inspired computation: Where we stand and what's next
In recent years, the research community has witnessed an explosion of literature dealing
with the mimicking of behavioral patterns and social phenomena observed in nature towards …
with the mimicking of behavioral patterns and social phenomena observed in nature towards …
Automated algorithm selection: Survey and perspectives
It has long been observed that for practically any computational problem that has been
intensely studied, different instances are best solved using different algorithms. This is …
intensely studied, different instances are best solved using different algorithms. This is …
[图书][B] Introduction to evolutionary computing
This is the second edition of our 2003 book. It is primarily a book for lecturers and graduate
and undergraduate students. To this group the book offers a thorough introduction to …
and undergraduate students. To this group the book offers a thorough introduction to …
Perspective: complex adaptations and the evolution of evolvability
GP Wagner, L Altenberg - Evolution, 1996 - academic.oup.com
The problem of complex adaptations is studied in two largely disconnected research
traditions: evolutionary biology and evolutionary computer science. This paper summarizes …
traditions: evolutionary biology and evolutionary computer science. This paper summarizes …
[图书][B] Estimation of distribution algorithms: A new tool for evolutionary computation
P Larrañaga, JA Lozano - 2001 - books.google.com
Estimation of Distribution Algorithms: A New Tool for Evolutionary Computation is devoted to
a new paradigm for evolutionary computation, named estimation of distribution algorithms …
a new paradigm for evolutionary computation, named estimation of distribution algorithms …
Evolutionary computation: a unified approach
K De Jong - Proceedings of the Genetic and Evolutionary …, 2017 - dl.acm.org
Proceedings of the Genetic and Evolutionary Computation Conference Companion:
Evolutionary computation: a unified approach Page 1 1 Evolutionary Computation: A …
Evolutionary computation: a unified approach Page 1 1 Evolutionary Computation: A …
[图书][B] Genetic algorithms: principles and perspectives: a guide to GA theory
C Reeves, JE Rowe - 2002 - books.google.com
Genetic Algorithms (GAs) have become a highly effective tool for solving hard optimization
problems. As their popularity has increased, the number of GA applications has grown in …
problems. As their popularity has increased, the number of GA applications has grown in …