Ant colony optimization

"A Bradford book."An overview of the rapidly growing field of ant colony optimization that describes theoretical findings, the major algorithms, and current applications.The complex social behaviors of ants have been much studied by science, and computer scientists are now finding that these behavior patterns can provide models for solving difficult combinatorial optimization problems. The atte…

Perturbations optimization and statistics

A description of perturbation-based methods developed in machine learning to augment novel optimization methods with strong statistical guarantees.In nearly all machine learning, decisions must be made given current knowledge. Surprisingly, making what is believed to be the best decision is not always the best strategy, even when learning in a supervised learning setting. An emerging body of wo…

Optimization for machine learning

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities.The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations and methods are proving to be vital in designing algorithms to extract essential knowledge from hug…

Optimizing play :why theorycrafting breaks games and how to fix it

"A thoughtful account of how optimization (also known as theorycrafting or the "moneyballing effect") has changed the way we play games from World of Warcraft to soccer"--OCLC-licensed vendor bibliographic record.

Bounded rationality :heuristics, judgment, and public policy

"An accessible and self-contained treatment of the current state of thinking about rationality in economics and other social sciences"--OCLC-licensed vendor bibliographic record.

Water Resource Economics Towards a Sustainable Use of Water for Irrigation i…

This book uses resource economics costing approaches incorporating externalities to estimate the returns for the country’s irrigation and demonstrates how underestimating the cost of water leads farmers to overestimate profits. The importance of the subject can be judged in light of the fact that India is the largest user of groundwater both for irrigation and for drinking purposes, pumping t…

Elementary Symplectic Topology and Mechanics

This is a short tract on the essentials of differential and symplectic geometry together with a basic introduction to several applications of this rich framework: analytical mechanics, the calculus of variations, conjugate points & Morse index, and other physical topics. A central feature is the systematic utilization of Lagrangian submanifolds and their Maslov-Hörmander generating functions. …

A Comparison Study of PAPR Reduction in OFDM Systems Based on Swarm Intellige…