Nature-Inspired Algorithms for Optimisation![]()
Sect. I. Introduction — Why Is Optimization Difficult? / Thomas Weise, Michael Zapf, Raymond Chiong, Antonio J. Nebro — The Rationale behind Seeking Inspiration from Nature / Kent C.B. Steer, Andrew Wirth, Saman K. Halgamuge — Sect. II. Evolutionary Intelligence — The Evolutionary-Gradient-Search Procedure in Theory and Practice / Ralf Salomon, Dirk V. Arnold — The Evolutionary Transition Algorithm: Evolving Complex Solutions out of Simpler Ones / Tom Lenaerts, Anne Defaweux, Jano van Hemert — A Model-Assisted Memetic Algorithm for Expensive Optimization Problems / Yoel Tenne — A Self-Adaptive Mixed Distribution Based Uni-variate Estimation of Distribution Algorithm for Large Scale Global Optimization / Yu Wang, Bin Li — Differential Evolution with Fitness Diversity Self-Adaptation / Ville Tirronen, Ferrante Neri — Central Pattern Generators: Optimisation and Application / Leena N. Patel — Sect. III. Collective Intelligence — Fish School Search / Carmelo J.A. Bastos Filho … [et al.] — Magnifier Particle Swarm Optimization / Ying Tan, Junqi Zhang — Improved Particle Swarm Optimization in Constrained Numerical Search Spaces / Efren Mezura-Montes, Jorge Isacc Flore-Mendoza — Applying River Formation Dynamics to Solve NP-Complete Problems / Pablo Rabanal, Ismael Rodriguez, Fernando Rubio — Sect. IV. Social-Natural Intelligence — Algorithms Inspired in Social Phenomena / Antonio Neme, Sergio Hernandez — Artificial Immune Systems for Optimization / Heder S. Bernardino, Helio J.C. Barbosa — Sect. V. Multi-Objective Optimisation — Ranking Methods in Many-objective Evolutionary Algorithms / Antonio Lopez Jaimes, Luis Vicente Santana Quintero, Carlos A. Coello Coello — On the Effect of Applying a Steady-State Selection Scheme in the Multi-Objective Genetic Algorithm NSGA-II / Antonio J. Nebro, Juan J. Durillo — Improving the Performance of Multiobjective Evolutionary Optimization Algorithms using Coevolutionary Learning /Tse Guan Tan, Jason Teo — Evolutionary Optimization for Multiobjective Portfolio Selection Under Markowitzs Model with Application to the Caracas Stock Exchange / Feijoo Colomine Duran, Carlos Cotta, Antonio J. Fernandez.
