Handbook of Formal Optimization

Robust Optimization of Discontinuous Loss Functions.- Robust Conjugate Gradient Methods for Non-smooth Convex Optimization and Image Processing Problems.- Solving Cropping Pattern Optimization Problems Using Robust Positive Mathematical Programming.- Optimal Allocation of Groundwater Resources in the Agricultural Sector Under Restrictive Policies on Groundwater Extraction.- Incorporating Nelder-Mead Simplex as an Accelerating Operator to Improve the Performance of Metaheuristics in Nonlinear System Identification.- A Discrete Cuckoo Search Algorithm for the Cumulative Capacitated Vehicle Routing Problem.- Commonly Used Static and Dynamic Single-Objective Optimization Benchmark Problems.- Evolutionary Multi-objective Optimization of Hyperparameters for Decision Support in Healthcare.- Combination of Cooperative Grouper Fish -- Octopus Algorithm and DBSCAN to Automatic Clustering.- Multi-population Evolutionary and Swarm Intelligence Dynamic Optimization Algorithms: A Survey.- Solving Vehicle Routing Problem Using a Hybridization of Gain-Based Ant Colony Optimization and Firefly Algorithms.- Impact of Local Search in the Memetic Particle Swarm Optimization.- Salp Swarm Algorithm for Optimization of Shallow Foundations.- Boosting the Efficiency of Metaheuristics Through Opposition-Based Learning in Optimum Locating of Control Systems in Tall Buildings.- Memory-Driven Metaheuristics: Improving Optimization Performance.- Synergistic Collaboration of Motion-Based Metaheuristics for the Strength Prediction of Cement-Based Mortar Materials Using TSK Model.- Positron-Enabled Atomic Orbital Search Algorithm for Improved Reliability-Based Design Optimization.- Steganography Based on Fuzzy Edge Detection, Cohort Intelligence and Thresholding.- Classification of Emotions in Ambient Assisted Living Environment using Machine Learning Approaches.- Optimization and Machine Learning Algorithms for Intelligent Microwave Sensing: A Review.- Machine Learning Algorithms for Autonomous Vehicles.- High-Resolution Remote Sensing Image Classification with Kernel Linear Discriminant Analysis.- Neural Networks and Deep Learning.- Deep Learning in Stock Market: Techniques, Purpose, and Challenges.- DNN Approach to Obtain BER vs SNR for Spatial Modulation System.- Steel Plate Fault Detection Using the Fitness-Dependent Optimizer and Neural Networks.- Dynamic Intelligence of Self-Organized Map in the Frequency-Based Optimum Design of Structures.- Combination of Bagging and Neural Network for Improving Precipitation Estimates Using Remote Sensing Data.- Robust Optimization of PTO Settings for Point Absorber Wave Energy Converter.- T-adaptive an Online Tuning Technique Coupled to MOEA/D Algorithm: A Comparative Analysis with Offline Parameter Tuning Techniques.- Cohort Intelligence-based Multi-objective Optimizer.- Deep Learning for Solving Loading, Packing, Routing, and Scheduling Problems.- Solving the Pallet Loading Problem with Deep Reinforcement Learning.- A Variant of Parallel-Hybrid Genetic Algorithm for Large-Scale Traveling Salesman Problem.- Variable Neighborhood Search for Cost Function Networks.- Competitive Game Table and the Optimization Algorithm.- A Comprehensive Review of Goal Programming Problems and Constraint Handling Approaches.- A Comprehensive Review of Patient Scheduling Techniques with Uncertainty.- Solving the 0-1 Knapsack Problem using LAB Algorithm.- Genetic Algorithms and Applications.- Multi-objective Genetic Algorithms.- Bilinear Fuzzy Genetic Algorithm and Its Application on the Optimum Design of Steel Structures with Semi-rigid Connections.- Variants of the Genetic Algorithm on Load Frequency Control Application.- Explaining Optimisation of Offshore Wind Farms Using Metaheuristics.- Optimization of Concrete Chimneys Considering Random Underground Blast and Temperature Effects.- Gear Material Selection Using an Integrated PSI-MOORA Method.- Heuristics: An Overview.- A Brief Review of Bilevel Optimization Techniques and Their Applications.- Mastering the Cosmos: Leveraging Optimization Methods for Advances in Space Exploration.- Solving the Total Weighted Earliness Tardiness Blocking Flowshop Scheduling Problem.- Solving Multiple Traveling Salesmen Problem Using Prim’s and Dijkstra’s Algorithms: A Case Study on Emergency Medical Supplies.- Mechanical Machining Process Optimization.- Energy-Efficient Manufacturing Scheduling: A Systematic Literature Review.- A Socio-Physics-Based Hybrid Metaheuristic for Solving Complex Non-convex Constrained Optimization Problems.- Overcoming Constraints: The Critical Role of Penalty Functions as Constraint-Handling Methods in Structural Optimization.